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    Python Bytes
    #464 Malicious Package? No Build For You!

    Python Bytes

    Play Episode Listen Later Jan 5, 2026 30:18 Transcription Available


    Topics covered in this episode: ty: An extremely fast Python type checker and LSP Python Supply Chain Security Made Easy typing_extensions MI6 chief: We'll be as fluent in Python as we are in Russian Extras Joke Watch on YouTube About the show Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: ty: An extremely fast Python type checker and LSP Charlie Marsh announced the Beta release of ty on Dec 16 “designed as an alternative to tools like mypy, Pyright, and Pylance.” Extremely fast even from first run Successive runs are incremental, only rerunning necessary computations as a user edits a file or function. This allows live updates. Includes nice visual diagnostics much like color enhanced tracebacks Extensive configuration control Nice for if you want to gradually fix warnings from ty for a project Also released a nice VSCode (or Cursor) extension Check the docs. There are lots of features. Also a note about disabling the default language server (or disabling ty's language server) so you don't have 2 running Michael #2: Python Supply Chain Security Made Easy We know about supply chain security issues, but what can you do? Typosquatting (not great) Github/PyPI account take-overs (very bad) Enter pip-audit. Run it in two ways: Against your installed dependencies in current venv As a proper unit test (so when running pytest or CI/CD). Let others find out first, wait a week on all dependency updates: uv pip compile requirements.piptools --upgrade --output-file requirements.txt --exclude-newer "1 week" Follow up article: DevOps Python Supply Chain Security Create a dedicated Docker image for testing dependencies with pip-audit in isolation before installing them into your venv. Run pip-compile / uv lock --upgrade to generate the new lock file Test in a ephemeral pip-audit optimized Docker container Only then if things pass, uv pip install / uv sync Add a dedicated Docker image build step that fails the docker build step if a vulnerable package is found. Brian #3: typing_extensions Kind of a followup on the deprecation warning topic we were talking about in December. prioinv on Mastodon notified us that the project typing-extensions includes it as part of the backport set. The warnings.deprecated decorator is new to Python 3.13, but with typing-extensions, you can use it in previous versions. But typing_extesions is way cooler than just that. The module serves 2 purposes: Enable use of new type system features on older Python versions. Enable experimentation with type system features proposed in new PEPs before they are accepted and added to the typing module. So cool. There's a lot of features here. I'm hoping it allows someone to use the latest typing syntax across multiple Python versions. I'm “tentatively” excited. But I'm bracing for someone to tell me why it's not a silver bullet. Michael #4: MI6 chief: We'll be as fluent in Python as we are in Russian "Advances in artificial intelligence, biotechnology and quantum computing are not only revolutionizing economies but rewriting the reality of conflict, as they 'converge' to create science fiction-like tools,” said new MI6 chief Blaise Metreweli. She focused mainly on threats from Russia, the country is "testing us in the grey zone with tactics that are just below the threshold of war.” This demands what she called "mastery of technology" across the service, with officers required to become "as comfortable with lines of code as we are with human sources, as fluent in Python as we are in multiple other languages." Recruitment will target linguists, data scientists, engineers, and technologists alike. Extras Brian: Next chapter of Lean TDD being released today, Finding Waste in TDD Still going to attempt a Jan 31 deadline for first draft of book. That really doesn't seem like enough time, but I'm optimistic. SteamDeck is not helping me find time to write But I very much appreciate the gift from my fam Send me game suggestions on Mastodon or Bluesky. I'd love to hear what you all are playing. Michael: Astral has announced the Beta release of ty, which they say they are "ready to recommend to motivated users for production use." Blog post Release page Reuven Lerner has a video series on Pandas 3 Joke: Error Handling in the age of AI Play on the inversion of JavaScript the Good Parts

    Hallway Chats
    Episode 181 – A Chat With Rob Ruiz

    Hallway Chats

    Play Episode Listen Later Jan 5, 2026 53:36


    Introducing Rob Ruiz Meet Rob Ruiz, a seasoned Senior Full Stack Developer with nearly two decades of expertise in WordPress innovation and open-source magic. As the Lead Maintainer of WP Rig since 2020, Rob has been the driving force behind this groundbreaking open-source framework that empowers developers to craft high-performance, accessible, and progressively enhanced WordPress themes with ease. WP Rig isn’t just a starter theme—it’s a turbocharged toolkit that bundles modern build processes, linting, optimization, and testing to deliver lightning-fast, standards-compliant sites that shine on any device. Show Notes For more on Rob and WP Rig, check out these links: LinkedIn Profile: https://www.linkedin.com/in/robcruiz WP Rig Official Site: https://wprig.io GitHub Repository: https://github.com/wprig/wprig Latest Releases: https://github.com/wprig/wprig/releases WP Rig 3.1 Announcement: https://wprig.io/wp-rig-3-1/ Transcript: Topher DeRosia: Hey everybody. Welcome to Hallway Chats. I’m your host Topher DeRosia, and with me today I have- Rob Ruiz: Rob Ruiz. Topher: Rob. You and I have talked a couple of times, once recently, and I learned about a project you’re working on, but not a whole lot about you. Where do you live? What do you do for a living? Rob: Yeah, for sure. Good question. Although I’m originally from Orlando, Florida, I’ve been living in Omaha, Nebraska for a couple of decades now. So I’m pretty much a native. I know a lot of people around here and I’ve been fairly involved in various local communities over the years. I’m a web developer. Started off as a graphic designer kind of out of college, and then got interested in web stuff. And so as a graphic designer turned future web developer, I guess, I was very interested in content management systems because it made the creating and managing of websites very, very easy. My first couple of sites were Flash websites, sites with macro media Flash. Then once I found content management systems, I was like, “Wow, this is way easier than coding the whole thing from scratch with Flash.” And then all the other obvious benefits that come from that. So I originally started with Joomla, interestingly enough, and used Joomla for about two or three years, then found WordPress and never looked back. And so I’ve been using WordPress ever since. As the years have gone on, WordPress has enabled me to slowly transition from a more kind of web designer, I guess, to a very full-blown web developer and software engineer, and even software architect to some degree. So here we are many years later. Topher: There’s a big step from designer to developer. How did that go for you? I’m assuming you went to PHP. Although if you were doing Flash sites, you probably learned ActionScript. Rob: Yeah. Yeah. That was very convenient when I started learning JavaScript. It made it very easy to learn JavaScript faster because I already had a familiarity with ActionScript. So there’s a lot of similarities there. But yeah. Even before I started doing PHP, I started learning more HTML and CSS. I did do a couple of static websites between there that were just like no content management system at all. So I was able to kind of sharpen my sword there with the CSS and HTML, which wasn’t particularly hard. But yeah, definitely, the PHP… that was a big step was PHP because it’s a proper logical programming language. There was a lot there I needed to unpack, and so it took me a while. I had to stick to it and really rinse and repeat before I finally got my feet under me. Topher: I can imagine. All right. So then you work for yourself or you freelance or do you have a real job, as it were? Rob: Currently, I do have a real job. Currently, I’m working at a company called Bold Orange out of Minneapolis. They’re a web agency. But I kind of bounce around from a lot of different jobs. And then, yes, I do freelance on the side, and I also develop my own products as well for myself and my company. Topher: Cool. Bold Orange sounds familiar. Who owns that? Rob: To be honest, I don’t know who the owners are. It’s just a pretty big web agency out of Minneapolis. They are a big company. You could just look them up at boldorange.com. They work for some pretty big companies. Topher: Cool. All right. You and I talked last about WP Rig. Give me a little background on where that came from and how you got it. Rob: Yeah, for sure. Well, there was a period of time where I was working at a company called Proxy Bid that is in the auction industry, and they had a product or a service — I don’t know how you want to look at that —called Auction Services. That product is basically just building WordPress sites for auction companies. They tasked us with a way to kind of standardize those websites essentially. And what we realized is that picking a different theme for every single site made things difficult to manage and increase tech debt by a lot. So what we were tasked with was, okay, if we’re going to build our own theme that we’re just going to make highly dynamic so we can make it look different from site to site. So we want to build it, but we want to build it smart and we want to make it reusable and maintainable. So let’s find a good framework to build this on so that we can maintain coding standards and end up with as little tech debt as possible, essentially. That’s when I first discovered WP Rig. In my research, I came across it and others. We came across Roots Sage and some of the other big names, I guess. It was actually a team exercise. We all went out and looked for different ones and studied different ones and mine that I found was WP Rig. And I was extremely interested in that one over the other ones. Interestingly enough- Topher: Can you tell me why over the other ones? Rob: That’s a great question. Yeah. I really liked the design patterns. I really liked the focus on WordPress coding standards. So having a system built in that checked all the code against WordPress coding standards was cool. I loved the compiling transpiling, whatever, for CSS and JavaScript kind of built in. That sounded really, really interesting. The fact that there was PHP unit testing built into it. So there’s like a starter testing framework built in that’s easy to extend so that you can add additional unit tests as your theme grows. We really wanted to make sure… because we were very into CICD pipelines. So we wanted to make sure that as developers were adding or contributing to any themes that we built with this, that we could have automated tests run and automated builds run, and just automate as much as possible. So WP rig just seemed like something that gave us those capabilities right out of the box. So that was a big thing. And I loved the way that they did it. Roots Sage does something similar, but they use their blade templating engine built in there. We really wanted to stick to something that was a bit more standard WordPress so that there wasn’t like a large knowledge overhead so that we didn’t have to say like, okay, if we’re bringing on other developers, like junior developers work on it, oh, it would be nice if you use Laravel too because we use this templating engine in all of our themes. We didn’t want to have to worry about that essentially. It was all object-oriented and all that stuff too. That’s what looked interesting to me. We ended up building a theme with WP Rig. I don’t know what they ended up doing with it after that, because I ended up getting let go shortly thereafter because the company had recently been acquired. Also, this was right after COVID too. So there was just a lot of moving parts and changing things at the time. So I ended up getting let go. But literally a week after I got let go, I came across a post on WP Tavern about how this framework was looking for new maintainers. Basically, this was a call put out by Morton, the original author of WP Rig. He reached out to WP Tavern and said, “Look, we’re not interested in maintaining this thing anymore, but it’s pretty cool. We like what we’ve built. And so we’re looking for other people to come in and adopt it essentially.” So I joined a Zoom meeting with a handful of other individuals that were also interested in this whole endeavor, and Morton reached out to me after the call and basically just said, “I looked you up. I liked some of the input that you had during the meeting. Let’s talk a little bit more.” And then that eventually led to conversations about me essentially taking the whole project over entirely. So, the branding, the hosting of the website, being lead maintainer on the project. Basically, gave me the keys to the kingdom in terms of GitHub and everything. So that’s how it ended up going in terms of the handoff between Morton and I. And I’m very grateful to him. They really created something super cool and I was honored to take it over and kind of, I don’t know, keep it going, I guess. Topher: I would be really curious. I don’t think either of us have the answer. I’d be curious to know how similar that path is to other project handoffs. It’s different from like an acquisition. You didn’t buy a plugin from somebody. It was kind of like vibes, I guess. Rob: It was like vibes. It was very vibey. I guess that’s probably the case in an open source situation. It’s very much an open source project. It’s a community-driven thing. It’s for everybody by everybody. I don’t know if all open source community projects roll like that, but that’s how this one worked out. There was some amount of ownership on Morton’s behalf. He did hire somebody to do the branding for WP Rig and the logo. And then obviously he was paying for stuff like the WPrig.io domain and the hosting through SiteGround and so on and so forth. So, we did have to transfer some of that and I’ve taken over those, I guess, financial burdens, if you want to think of it like that. But I’m totally okay with it. Topher: All right. You sort of mentioned some of the things Rig does, compiling and all that kind of stuff. Can you tell me… we didn’t discuss this before. I’m sitting at my desk and I think I want a website. How long does it take to go from that to looking at WordPress and logging into the admin with Rig? Rob: Okay. Rig is not an environment management system like local- Topher: I’m realizing my mistake. Somebody sends me a design in Figma. How long does it take me to go from that to, I’m not going to say complete because I mean, that’s CSS, but you know, how long does it take me to get to the point where I’m looking at a theme that is mine for the client that I’m going to start converting? Rob: Well, if you’re just looking for a starting point, if you’re just like, okay, how long does it take to get to like, okay, here’s my blank slate and I’m ready to start adopting all of these rules that are set up in Figma or whatever, I mean, you’re looking at maybe 5 minutes, 10 minutes, something like that. It’s pretty automated. You just need some simple knowledge of Git. And then there are some prerequisites to using WP Rig. You do have to have composer installed because we do leverage some Composer packages to some of it, although to be honest, you could probably get away with not using Composer. You just have to be okay with sacrificing some of the tools the WP Rig assumes you’re going to have. And then obviously Node. You have to have Node installed. A lot of our documentation assumes that you have NPM, that you’re using NPM for all your Nodes or your package management. But we did recently introduce support for Bun. And so you can use Bun instead of NPM, which is actually a lot faster and better in many ways. Topher: Okay. A lot of my audience are not developers, users, or light developers, like they’ll download a theme, hack a template, whatever. Is this for them? Am I boring those people right now? Rob: That’s a great question. I mean, and I think this is an interesting dichotomy and paradigm in the WordPress ecosystem, because you’ve got kind of this great divide. At least this is something I’ve noticed in my years in the WordPress community is you have many people that are not coders or developers that are very interested in expanding their knowledge of WordPress, but it’s strictly from a more of a marketing perspective where it’s like, I just want to know how to build websites with WordPress and how to use it to achieve my goals online from a marketing standpoint. You have that group of people, and then you have this other group of people that are very developer centric that want to know how to extend WordPress and how to empower those other people that we just discussed. Right? Topher: Right. Rob: So, yeah, that’s a very good question. I would say that WP Rig is very much designed for the developers, not for the marketers. The assumption there is that you’re going to be doing some amount of coding. Now, can you get away with doing a very light amount of coding? Yes. Yes, you can. I mean, if you compare what you’re going to get out of that assumed workflow to something that you would get off like Theme Forest or whatever, it’s going to be a night and day difference because those theme, Forest Themes, have hours, hundreds, sometimes hundreds of hours of development put into them. So, you’re not going to just out of the box immediately get something that is comparable to that. Topher: You need to put in those hundreds of hours of development to make a theme. Rob: As of today, yes. That may change soon though. Topher: Watch this space. Rob: That’s all I’ll say. Topher: Okay. So now we know who it’s for. I’m assuming there’s a website for it. What is it? Rob: Yeah. If you go to WPrig.io, we have a homepage that shows you all the features that are there in WP Rig. And then there’s a whole documentation area that helps people get up and running with WP Rig because there is a small learning curve there that’s pretty palatable for anybody who’s familiar with modern development workflows. So that is a thing. So the type of person that this is designed for anybody that wants to make a theme for anything. Let’s say you’re a big agency and you pull in a big client and that client wants something extremely custom and they come to you with Figma designs. Sure, you could go out there and find some premium theme and try to like child theme and overhaul that if you want. But in many situations, I would say in most situations, if you’re working from a Figma design that’s not based off of another theme already that’s just kind of somebody else’s brainchild, then you’re probably going to want to start from scratch. And so the idea here is that this is something to replace an approach, like underscores an approach. Actually, WP Pig was based off of underscores. The whole concept of it, as Morton explained it to me, was that he wanted to build an underscores that was more modern and full-featured from a development standpoint. Topher: Does it have any opinions about Gutenberg? Rob: It does now, but it did not when I took it over because Gutenberg did not exist yet when I took over WP Rig. Topher: Okay. What are its opinions? Rob: Yeah, sure. The opinion right out of the gate is that you can use Gutenberg as an editor and it has support like CSS rules in it for the standard blocks. So you should be able to use regular Gutenberg blocks in your theme and they should look just fine. There’s no resets in there. It doesn’t start from scratch. There’s not a bunch of styling you have to do for the blocks necessarily. Now, if you go to the full site editing or block-based mentality here, there are some things you need to do in WP Rig to convert the out-of-the-box WP Rig into another paradigm essentially. Right when you pull WP Rig, the assumption is you’re building what most people would refer to as a hybrid theme. The theme supports API or whatever, and the assumption is that you’re not going to be using the site editor. You’re just going to kind of do traditional WordPress, but you might be using Gutenberg for your content. So you’re just using Gutenberg kind of to author your pages and your posts and stuff like that, but not necessarily the whole site. WP Rig has the ability to kind of transform itself into other paradigms. So the first paradigm we built out was the universal theme approach. And the idea there is that you get a combination of the full site editing capabilities. But then you also have the traditional menu manager and the settings customizer framework or whatever is still there, right? These are things that don’t exist in a standard block-based theme. So I guess an easy example would be like the 2025 WordPress theme that comes right out of the box. It comes installed in WordPress. That is a true block-based theme, not a universal theme. So it doesn’t have those features because the assumption there is that it doesn’t need those features. You can kind of transform WP Rig into a universal theme that’s kind of a hybrid between a block-based and a classic theme. And then it can also transform into a strictly block-based theme as well. So following the same architecture as like the WordPress 2025 theme or Ollie or something like that is also a true block-based theme as well. So you can easily convert or transform the starting point of WP Rig into either of those paradigms if that’s the type of theme you’re setting out to build. Topher: Okay. That sounds super flexible. How much work is it to do that? Rob: It’s like one command line. Previously we had some tutorials on the website that showed you step-by-step, like what you needed to change about the theme to do that. You would have to add some files, delete some files, edit some code, add some theme supports into the base support class and some other stuff. I have recently, as of like a year and a half ago or a year ago, created a command line or a command that you can type into the command line that basically does that entire conversion process for you in like the blink of an eye. It takes probably a second to a second and a half to perform those changes to the code and then you’re good to go. It is best to do that conversion before you start building out your whole theme. It’s not impossible to do it after. But you’re more likely to run into problems or conflicts if you’ve already set out building your whole theme under one paradigm, and then you decide how the project you want to switch over to block-based or whatever. You’re likely to run into the need to refactor a bunch of stuff in that situation. So it is ideal to make that choice extremely early on in the process of developing your theme. But either way it’ll still work. That’s just one of the many tools that exist in WP Rig to transform it or convert it in several ways. That’s just one example. There are other examples of ways that Rig kind of converts itself to other paradigms as well. Topher: Yeah. All right. In my development life, I’ve had two parts to it. And one is the weekend hobbyist, or I download cadence and I whip something up in 20 minutes because I just want to experiment and the other is agency life where everything’s in Git, things are compiled, there are versions, blah, blah, blah. This sounds very friendly to that more professional pathway. Rob: Absolutely. Yes. Or, I mean, there’s another situation here too. If you’re a company who develops themes and publishes them to a platform like ThemeForest or any other platform, perhaps you’re selling themes on your own website, whatever, if you’re making things for sale, there’s no reason you couldn’t use WP Rig to build your themes. We have a bundle process that bundles your theme for publication or publishing. Whether you’re an agency or whether you’re putting your theme out for sale, it doesn’t matter, during that bundle process, it does actually white label the entire code base to where there’s no mention of WP Rig in the code whatsoever. Let’s say you were to build a theme that you wanted to put up for sale because you have some cool ideas. Say, page transitions now are completely supported in all modern or in most modern browsers. And when I say print page transitions, for those that are in the know, I am talking about not single page app page transitions, but through website page transitions. You can now do that. Let’s say you were like, “Hey, I’m feeling ambitious and I want to put out some new theme that comes with these page transitions built in,” and that’s going to be fancy on ThemeForest when people look at my demo, people might want to buy that. You could totally use WP Rig to build that out into a theme and the bundle process will white label all of the code. And then when people buy your theme and download that code, if they’re starting to go through and look through your code, they’re not going to have any way of knowing that it was built with WP Rig unless they’re familiar with the base WP Rig architecture, like how it does its object-oriented programming. It might be familiar with the patterns that it’s using and be able to kind of discern like, okay, well, this is the same pattern WP Rig uses, so high likelihood it was built with WP Rig. But they’re not going to be able to know by reading through the code. It’s not going to say WP Rig everywhere. It’s going to have the theme all over the place in the code. Topher: Okay. So then is that still WP Rig code? It just changed its labels? Rob: Yeah. Topher: So, it’s not like you’re exporting HTML, CSS and JavaScript? The underlying Rig framework is still there. Rob: Yeah. During the bundle process, it is bundling CSS and HTML. Well, HTML in the case of a block-based theme. But, yeah, it is bundling your PHP, your CSS, your JavaScript into the theme that you’re going to let people download when they buy it, or that you’re going to ship to your whatever client’s website. But all that code is going to be transpiled. In the case of CSS and JavaScript, there’s only going to be minified versions of that code in that theme. The source code is not actually going to be in there. Topher: This sounds pretty cool. You mentioned some stuff might be coming. You don’t have to tell me what it is, but do you have a timeline? When should we be watching for the next cool thing from Rig? Rob: Okay, cool. Well, I’m going to keep iterating on Rig forever. Regardless of any future products that might be built on WP Rig, WP Rig will always and forever remain an open source product for anybody to use for free and we, I, and possibly others in the future will continue to update it and support it over time. We just recently put out 3.1. You could expect the 3.2 anytime in the next six months to a year, probably closer to six months. One feature I’m looking at particularly closely right now is the new stuff coming out in version 6.9 of WordPress around the various APIs that are there. I think one of them is called the form… There’s a field API and a form API or view API or something like that. So WP Rig comes with a React-based settings framework in it. So if you want your theme to have a bunch of settings in it to make it flexible for whoever buys your theme, you can use this settings framework to easily create a bunch of fields, and then that framework will automatically manage all your fields and store all the data from those fields and make it easy to retrieve the values of the input on those fields, without knowing any React at all. Now, if you know React, you can go in there and, you know, embellish what’s already there, but it takes a JSON approach. So if you just understand JSON, you can go in and change the JSON for the framework, and that will automatically add fields into the settings framework. So you don’t even have to know React to extend the settings page if you want. That will likely get an overhaul using these new APIs being introduced into Rig. Topher: All right. How often have you run into something where, “Oh, look, WordPress has a new feature, I need to rebuild my system”? Rob: Over the last four or five years, it’s happened a lot because, yeah, I mean, like I said, when I first took this thing over, Gutenberg had not even been introduced yet. So, you had the introduction of Gutenberg and blocks. That was one thing. Then this whole full site editing became a thing, which later became the site editor. So that became a whole thing. Then all these various APIs. I mean, it happens quite frequently. So I’ve been working to keep it modern and up to date over the past four years and it’s been an incredible learning experience. It not only keeps my WordPress knowledge extremely sharp, but I’ve also learned how various other toolkits are built. That’s been the interesting thing. From a development standpoint, there’s two challenges here. One of the challenges is staying modern on the WordPress side of things. For instance, WordPress coding standards came out with a version 3 and then a version 3.1 about two years ago. I had to update WP Rig to leverage those modern coding standards. So that’s one example is as WordPress changes, the code in WP Rig also needs to change. Or for instance, if new CSS standards change, right, new CSS properties come out, it is ideal for the base CSS in WP Rig, meaning the CSS that you get right out of the box with it, comes with some of these, for instance, CSS grid, Flexbox, stuff like that. If I was adopting a theme framework to build a theme on, I would expect some of that stuff to be in there. And those things were extremely new when I first took over WP Rig and were not all baked in there essentially. So I’ve had to add a lot of that over time. Now there’s another side to this, which is not just keeping up with WordPress and CSS and PHP, 8. whatever, yada yada yada. You’ve also got the toolkit. There are various node packages and composer packages of power WP Rig and the process in which it does the transpiling, the bundling, the automated manipulation of your code during various aspects of the usage of WP Rig is a whole nother set of challenges because now you have to learn concepts like, well, how do I write custom node scripts? Right? Like there were no WP CLI commands built into WP Rig when I first took it over. Now there’s a whole list. There’s a whole library of WP CLI commands that come in Rig right out of the gate. And so I’ve had to learn about that. So just various things that come with knowing how do you automate the process of converting code, that’s something that was completely foreign to me when I first took over WP Rig. That’s been another incredible learning experience is understanding like what’s the difference between Webpack and Gulp. I didn’t know, right? I would tell people I’m using Gulp and WP Rig and they would be like, “Well, why don’t you just use Webpack?” and I would say, “I don’t know. I don’t know what the difference is.” So over time I could figure out what are the differences? Why aren’t we using Webpack? And I’m glad I spent some time on that because it turns out Webpack is not the hottest thing anymore, so I just skipped right over all that. When I overhauled for version 3, we’re now not using Gulp anymore as of 3.1. We’re now using more of a Vite-like process, far more modern than Webpack and far better and faster and sleeker and lighter. I had to learn a bunch about what powers Vite. What is Vite doing under the hood that we might be able to also do in WP Rig, but do it in a WordPress way. Because Vite is a SaaS tool. If you’re building a SaaS, like React with a… we’re not a SaaS. I guess a spa is a better term to use here. If you’re building a single page application with React or view or belt or whatever, right, then knowing what Vite is and just using Vite right out of the box is perfect. But it doesn’t translate perfectly to WordPress land because WordPress has its own opinions. And so I did have to do some dissecting there and figure out what to keep and what to not keep to what to kind of set aside so that WordPress can keep doing what WordPress does the way WordPress likes to do it, but also improve on how we’re doing some of the compiling and transpiling and the manipulation of the code during these various. Topher: All right. I want to pivot a little bit to some personal-ish questions. Rob: Okay. Topher: This is a big project. I’m sure it takes up plenty of your time. How scalable is that in your life? Do you want to do this for the rest of your life? Rob: That’s a fantastic question. I don’t know about the rest of my life. I mean, I definitely want to do web development for the rest of my life because the web has, let’s be honest, it’s transformed everyone’s way of life, whether you’re a web developer or not. You know, the fact that we have the internet in our pocket now, you know, it has changed everything. Apps, everything. It’s all built on the web. So I certainly want to be involved in the web the rest of my life. Do I want to keep doing WordPress the rest of my life? I don’t know. Do I want to keep doing WP Rig the rest of my life? I don’t know. But I will say that you bring up a very interesting point, which is it does take up a lot of time and also trust in open source over the past four or five years I would argue has diminished a little bit as a result of various events that have occurred over the past two or three years. I mean, we could cite the whole WP Engine Matt Mullerwig thing. We can also cite what’s going on with Oracle and JavaScript. Well, I mean, there’s many examples of this. I mean, we can cite the whole thing that happened… I mean, there’s various packages out there that are used and developed and open source to anybody, and some of them are going on maintained and it’s causing security vulnerabilities and degradation and all this stuff. So it’s a very important point. One thing I started thinking about after considering that in relation to WP Rig was I noticed that there’s usually a for-profit arm of any of these frameworks that seems to extend the lifespan of it. Let’s just talk about React, for example, React is an open source JavaScript framework, but it’s used by Facebook and Facebook is extremely for-profit. So companies that are making infrastructural or architectural decisions, they will base their choice on whether or not to use a framework largely on how long they think this framework is going to remain relevant or valid or maintained, right? A large part of that is, well, is there a company making money off of this thing? Because if there is, the chances- Topher: They’re going to keep doing that. Rob: They’re going to keep doing it. It’s going to stay around. That’s good. I think that’s healthy. A lot of people that like open source and want everything to be free, they might look at something like that and say like, well, I don’t want you to make a paid version of it or there shouldn’t be a pro version. I think that’s a very short-sighted way of looking at that software and these innovations. I think a more experienced way of looking at it is if you want something to remain relevant and maintained for a long period of time, having a for-profit way in which it’s leveraged is a very good thing. I mean, let’s be real. Would WordPress still be what it is today if there wasn’t a wordpress.com or if WooCommerce wasn’t owned by Automattic or whatever, right? They’ll be on top. I mean, it’s obviously impossible to say, but my argument would be, probably not. I mean, look at what’s happened to the other content management systems out there. You know, Joomla Drupal. They don’t really have a flourishing, you know, paid pro service that goes with their thing that’s very popular, at least definitely not as popular as WordPress.com or WordPress VIP or some of these other things that exist out there. And so having something that’s making and generating money that can then contribute back into it the way Automattic has been doing with WordPress over these years has, in my opinion, been instrumental. I mean, people can talk smack about Gutenberg all they want, but let’s be real, it’s 2025, would you still feel that WordPress is an elegant solution if we were still working from the WYSIWYG and using the classic editor? And I know a lot of people are still using the classic editor and there’s classic for us, the fork and all that stuff. But I mean, that only makes sense in a very specific implementation of WordPress, a very specific paradigm. If you want to explore any of these other paradigms out there, that way of thinking about WordPress kind of falls apart pretty quickly. I, for one, am happy that Gutenberg exists. I’m very happy that Automattic continues. And I’m grateful, actually, that Automattic continues to contribute back into WordPress. And not just them, obviously there’s other companies, XWP, 10Up, all these other companies are also contributing as well. But I’m very grateful that this ecosystem exists and that there’s contribution going back in and it’s happening from companies that are making money with this. And I think that’s vital. All that to say that WP Rig may and likely will have paid products in the future that leverage WP Rig. So that’s not to say that WP Rig will eventually cost money. That’s just to say that eventually people can expect other products to come out in the future that will be built on WP Rig and incentivize the continued contributions back into WP Rig. The open source version of WP Rig. Topher: That’s cool. I think that’s wise. If you want anything to stay alive, you have to feed it. Rob: That’s right. Topher: I had some more questions but I had forgotten them because I got caught up in your answer. Rob: Oh, thank you. I’ll take that as a compliment. I mean, my answer was eloquent. But I’m happy to expand on anything, know you, WordPress related, me related, you know, whether it comes to the ecosystem in WordPress, the whole WordCamp meetup thing is very interesting. I led the WP Omaha meetup for many years here in Omaha, Nebraska and I also led the WordCamp, the organizing of WordCamp here in Omaha for several years as well. That whole community, the whole ecosystem, at least in America seems to have largely fallen apart. I don’t know if you want to talk about that at all. But yeah, I’m ready to dive into any topics. Topher: I’m going to have one more question and then we’re going to wrap up. And it was that you were talking about all the things you had to learn. I’m sure there were nights where you were looking at your computer thinking, “Oh man, I had it working, now I gotta go learn a new thing.” I would love for you to go back in time and blog all of that if you would. But given that you can’t, I would be interested in a blog moving forward, documenting what you’re learning, how you’re learning it and starting maybe with a post that’s summarizes all of that. Obviously, that’s up to you and how you want to spend your time, but I think it’d be really valuable to other people starting a project, picking up somebody else’s project to see what the roadmap might look like. You know what I mean? Rob: For sure. Well, I can briefly summarize what I’ve learned over the years and where I’m at today with how I do this kind of stuff. I will say that a lot of the improvements to WP Rig that have happened over the last year or two would not be possible without the advent of AI. Topher: Interesting. Rob: That’s a fancy way of saying that I have been by coding a lot of WP Rig lately. If you know how to use AI, it is extremely powerful and it can help you do many things very quickly that previously would have taken much longer or more manpower. So, yeah, perhaps if there was like five, six, seven people actively, excuse me, actively contributing to WP Rig, then this type of stuff would have been possible previously, but that’s not the case. There is one person, well, one main contributor to WP Rig today and you’re talking to them. There are a handful of other people that have been likely contributing to WP Rig over the versions and you can find their contributions in the change log file in WP Rig. But those contributions have been extremely light compared to what I’ve been doing. I wouldn’t be able to do any of it without AI. I have learned my ability to learn things extremely rapidly has ramped up tenfold since I started learning how to properly leverage LLMs and AI. So that’s not to say that like, you know, WP Rig, all the code is just being completely written by AI and I’m just like. make it better, enter, and then like WP Rig is better. I wish it was that easy. It’s certainly not that. But when I needed to start asking some of these vital questions that I really didn’t have anyone to turn to to help answer them, I was able to turn to AI. For instance, let’s go back to the Webpack versus Gulp situation. Although Gulp is no longer used in WP Rig, you know, it was used in WP Rig until very recently. So I had to understand like, what is this system, how does it work, how do I extend it and how do I update it and all these things, right? And why aren’t we using WebPack and you know, is there validity to this criticism behind you should use webpack instead of Gulp or whatever, right? I was able to use AI to ask these questions and be able to get extremely good answers out of it and give me the direction I needed to make some of these kind of higher level decisions on like architecturally where should WP Rig go? It was through these virtual conversations with LLMs that I was able to refine the direction of WP Rig in a direction that is both modern and forward-thinking and architecturally sound. I learned a tremendous amount from AI about the architecture, about the code, about all of it. My advice to anybody that wants to extend their skill set a little bit in the development side of things is to leverage this new thing that we have in a way that is as productive as possible for you. So that’s going to vary from person to person. But for me, if I’m on a flight or if I’m stuck somewhere for a while, like, let’s say I got to take my kid to practice or something and I’m stuck there for an hour and I got to find some way to kill my time 9 times out of 10, I’m on my laptop or on my phone having conversations with Grok or ChatGPT or Gemini or whatever. I am literally refining… I’m just sitting there asking it questions that are on my mind that I wish I could ask somebody who’s like 10 times more capable than me. It has been instrumental. WP Rig wouldn’t be where it is today if it wasn’t for that. I would just say to anybody, especially now that it’s all on apps and you don’t have to be on a browser anymore, adopt that way of thinking. You know, if you’re on your lunch break or whatever and you have an hour lunch break and you only take 15 minutes to eat, what could you be doing with those other 45 minutes? You could just jump on this magical thing that we have now and start probing it for questions. Like, Hey, here’s what I know. Here’s what I don’t know. Fill these knowledge gaps for me.” And it is extremely good at doing that. Topher: So my question was, can you blog this and your answer told me that there’s more there that I want to hear. That’s the stuff that should be in your book when you write your book. Rob: I’m flattered that you would be interested in reading anything that I write. So thank you. I’ve written stuff in the past and it hasn’t gotten a lot of attention. But I also don’t have any platforms to market it either. But yeah, no, I made some… I’m sorry. Topher: I think your experience is valuable far beyond Rig or WordPress. If you abstract it out of a particular project to say, you know, I did this with a project, I learned this this way, I think that would be super valuable. Rob: Well, I will say that recently at my current job, I was challenged to create an end to end testing framework with Playwright that would speed up how long it takes to test things and also prevent, you know, to make things fail earlier, essentially, to prevent broken things from ending up in the wild, right, and having to catch them the hard way. I didn’t know a lot about Playwright, but I do know how toolkits work now because of WP Rig. And I was able to successfully in a matter of, I don’t know, three days, put together a starter kit for a test framework that we’re already using at work to test any website that we create for any client. It can be extended and it can be hooked into any CI CD pipeline and it generates reports for you and it does a whole bunch of stuff. I was able to do this relatively quickly. This knowledge, yes, does come in handy in other situations. Will I end up developing other toolkits like WP Rig in the future for other things? I guess if I can give any advice to anybody listening out there, another piece of advice I would give people is, you know, especially if you’re a junior developer and you’re still learning or whatever, or you’re just a marketing person and just want to have more control over the functionality side of what you’re creating or more insight into that so you could better, you know, manage projects or whatever. My advice would be to take on a small little project that is scoped relatively small that’s not too much for you to chew and go build something and do it with… Just doing that will be good. But if you can do it with the intent to then present it in some fashion, whether it be a blog article or creating a YouTube video or going to a meetup and giving a talk on it or even a lunch and learn at work or whatever, right, that will, in my experience, it will dramatically amplify how much you learn from that little pet project that’s kind of like a mini learning experience. And I highly encourage anybody out there to do that on the regular. Actually, no matter what your experience level is in development, I think you should do these things on a regular basis. Topher: All right. I’m going to wrap this up. I got to get back to work. You probably have to get back to work. Rob: Yeah. Topher: Thanks for talking. Rob: Thanks for having me, Topher. Really appreciate it. Topher: Where could people find you? WPrig.io?  Rob: Yeah, WPrig.io. WP rig has accounts on all of the major platforms and, even on Bluesky and Mastodon. You can look me up, Rob Ruiz. You can find me on LinkedIn. You can find me on all of those same platforms as well. You can add me on Facebook if you want, whatever. And I’m also in the WordPress Slack as well as Rob Ruiz. You can find me in the WordPress Slack. And then I’m on the WordPress Reddit and all that stuff. So yeah, reach out. If anybody wants to have any questions about Rig or anything else, I’m happy to engage.  Topher: Sounds good. All right, I’ll see you. Rob: All right, thanks, Topher. Have a good day. Topher: This has been an episode of the Hallway Chats podcast. I’m your host Topher DeRosia. Many thanks to our sponsor Nexcess. If you’d like to hear more Hallway Chats, please let us know on hallwaychats.com.

    Remote Ruby
    Remote Ruby Wrapped

    Remote Ruby

    Play Episode Listen Later Jan 2, 2026 35:49


    In this episode of Remote Ruby, Chris, Andrew, and David humorously discuss the rapid increase of 'wrapped' features in various apps, recount personal experiences with food apps, and then dive into their favorite conference moments of the year. They also explore the concept of UI affordances and its importance in web design and give a preview of upcoming conferences in 2026, and a brief discussion on modern CSS and JavaScript elements. Hit download now to hear much more! LinksChris Oliver XAndrew Mason BlueskyDavid Hill BlueskyJudoscale- Remote Ruby listener giftRBQ Conf, March 26 & 27, 2026Tropical on Rails, April 9 & 10, 2026Blue Ridge Ruby, April 30 & May 1, 2026Blastoff Rails, June 11 & 12, 2026Baltic Ruby, June 12 & 13, 2026Ruby Conf, July 14-16, 2026RubyConf Africa, August 21 & 22, 2026Rails World, Sept 23 & 24, 2026Ruby eventsAffordances: The Missing Layer in Frontend Architecture (Stephen Margheim) Chris Oliver X/Twitter Andrew Mason X/Twitter Jason Charnes X/Twitter

    PodRocket - A web development podcast from LogRocket
    Anthropic buys Bun, GitHub friction, and AI economics

    PodRocket - A web development podcast from LogRocket

    Play Episode Listen Later Jan 1, 2026 40:07


    In this panel episode, the crew discusses AI platform consolidation, open-source sustainability, and the future of web development. We break down Anthropic's acquisition of Bun, what it means for the JavaScript ecosystem, and whether open-source projects can remain independent as AI companies invest heavily in infrastructure. We also discuss Zig leaving GitHub, growing concerns around AI-first developer tools, npm security vulnerabilities, and supply-chain risk in modern software. The episode wraps with hot takes on AI infrastructure costs, developer productivity, and practical advice for engineers navigating today's rapidly changing tech landscape. Resources Anthropic acquires Bun as Claude Code hits $1B milestone: https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone Zig quits GitHub, says Microsoft's AI obsession ruined the service: https://ziglang.org/news/migrating-from-github-to-codeberg/ Shai-Hulud: 1K+ npm packages & 27K repos infected: https://helixguard.ai/blog/malicious-sha1hulud-2025-11-24 IBM CEO says AI data center spending “won't pay off” at current costs: https://www.businessinsider.com/ibm-ceo-big-tech-ai-capex-data-center-spending-2025-12 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey (https://t.co/oKVAEXipxu)! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com (mailto:elizabeth.becz@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Check out our newsletter (https://blog.logrocket.com/the-replay-newsletter/)! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Chapters 01:00 – Meet the Panel: Paige, Jack, and Paul 02:00 – Anthropic Acquires Bun: First Reactions 05:30 – What the Bun Acquisition Means for JavaScript Runtimes 09:00 – Open Source Funding, Independence, and New Exit Models 14:30 – Zig Leaves GitHub: AI-First Platforms and OSS Friction 20:30 – GitHub, Copilot, and Developer Experience Tradeoffs 24:30 – npm Security, Supply Chain Attacks, and Trust at Scale 31:00 – Are We Too Dependent on Big Tech Platforms? 36:30 – AI Infrastructure Costs and the Sustainability Question 43:00 – Small Models, Local AI, and the Future of Inference 50:30 – Hot Takes: Subscriptions, Burnout, and Developer Frustration 58:30 – Security Alerts, Tooling Wins, and Final Thoughts Special Guest: Jack Herrington.

    Syntax - Tasty Web Development Treats
    967: What's Going to Happen in Web Dev During 2026

    Syntax - Tasty Web Development Treats

    Play Episode Listen Later Dec 31, 2025 48:09


    Wes and Scott talk about their bold predictions for web development in 2026, from WebGPU-powered design and modern CSS breakthroughs to JavaScript standards, AI-driven tooling, security risks, the future of frameworks, workflows, and more! Show Notes 00:00 Welcome to Syntax! 00:49 WebGPU and 3D experiences will finally take off Lando Norris 01:30 Web design will make a comeback Raycast shaders.com 04:03 Light mode returns (yes, really) 07:06 Modern CSS standards are about to have a huge year CSS Wrapped Graffiti 13:15 Will the Temporal API finally ship everywhere in 2026? 14:18 The rise of the standard stack 16:18 Are we headed toward standardized RPC? 19:41 What's next (and what's not) for React 21:07 Why we'll see more security failures in web dev 22:35 SvelteKit 3 lands in 2026 22:53 Where developer tooling is headed next Oxc Biome 26:44 More big acquisitions Anthropic Bun 28:02 2026: the year of durable compute 30:57 Frameworks will matter less as AI gets better 33:34 End-to-end AI workflows become the norm 36:04 Brought to you by Sentry.io 37:21 Personalized software for everyday people 39:11 MCP and MCP UI will pop 42:24 Developer skills will fall off 46:20 Crappy software will continue Hit us up on Socials! Syntax: X Instagram Tiktok LinkedIn Threads Wes: X Instagram Tiktok LinkedIn Threads Scott: X Instagram Tiktok LinkedIn Threads Randy: X Instagram YouTube Threads

    Latent Space: The AI Engineer Podcast — CodeGen, Agents, Computer Vision, Data Science, AI UX and all things Software 3.0
    [State of Code Evals] After SWE-bench, Code Clash & SOTA Coding Benchmarks recap — John Yang

    Latent Space: The AI Engineer Podcast — CodeGen, Agents, Computer Vision, Data Science, AI UX and all things Software 3.0

    Play Episode Listen Later Dec 31, 2025


    From creating SWE-bench in a Princeton basement to shipping CodeClash, SWE-bench Multimodal, and SWE-bench Multilingual, John Yang has spent the last year and a half watching his benchmark become the de facto standard for evaluating AI coding agents—trusted by Cognition (Devin), OpenAI, Anthropic, and every major lab racing to solve software engineering at scale. We caught up with John live at NeurIPS 2025 to dig into the state of code evals heading into 2026: why SWE-bench went from ignored (October 2023) to the industry standard after Devin's launch (and how Walden emailed him two weeks before the big reveal), how the benchmark evolved from Django-heavy to nine languages across 40 repos (JavaScript, Rust, Java, C, Ruby), why unit tests as verification are limiting and long-running agent tournaments might be the future (CodeClash: agents maintain codebases, compete in arenas, and iterate over multiple rounds), the proliferation of SWE-bench variants (SWE-bench Pro, SWE-bench Live, SWE-Efficiency, AlgoTune, SciCode) and how benchmark authors are now justifying their splits with curation techniques instead of just "more repos," why Tau-bench's "impossible tasks" controversy is actually a feature not a bug (intentionally including impossible tasks flags cheating), the tension between long autonomy (5-hour runs) vs. interactivity (Cognition's emphasis on fast back-and-forth), how Terminal-bench unlocked creativity by letting PhD students and non-coders design environments beyond GitHub issues and PRs, the academic data problem (companies like Cognition and Cursor have rich user interaction data, academics need user simulators or compelling products like LMArena to get similar signal), and his vision for CodeClash as a testbed for human-AI collaboration—freeze model capability, vary the collaboration setup (solo agent, multi-agent, human+agent), and measure how interaction patterns change as models climb the ladder from code completion to full codebase reasoning. We discuss: John's path: Princeton → SWE-bench (October 2023) → Stanford PhD with Diyi Yang and the Iris Group, focusing on code evals, human-AI collaboration, and long-running agent benchmarks The SWE-bench origin story: released October 2023, mostly ignored until Cognition's Devin launch kicked off the arms race (Walden emailed John two weeks before: "we have a good number") SWE-bench Verified: the curated, high-quality split that became the standard for serious evals SWE-bench Multimodal and Multilingual: nine languages (JavaScript, Rust, Java, C, Ruby) across 40 repos, moving beyond the Django-heavy original distribution The SWE-bench Pro controversy: independent authors used the "SWE-bench" name without John's blessing, but he's okay with it ("congrats to them, it's a great benchmark") CodeClash: John's new benchmark for long-horizon development—agents maintain their own codebases, edit and improve them each round, then compete in arenas (programming games like Halite, economic tasks like GDP optimization) SWE-Efficiency (Jeffrey Maugh, John's high school classmate): optimize code for speed without changing behavior (parallelization, SIMD operations) AlgoTune, SciCode, Terminal-bench, Tau-bench, SecBench, SRE-bench: the Cambrian explosion of code evals, each diving into different domains (security, SRE, science, user simulation) The Tau-bench "impossible tasks" debate: some tasks are underspecified or impossible, but John thinks that's actually a feature (flags cheating if you score above 75%) Cognition's research focus: codebase understanding (retrieval++), helping humans understand their own codebases, and automatic context engineering for LLMs (research sub-agents) The vision: CodeClash as a testbed for human-AI collaboration—vary the setup (solo agent, multi-agent, human+agent), freeze model capability, and measure how interaction changes as models improve — John Yang SWE-bench: https://www.swebench.com X: https://x.com/jyangballin Chapters 00:00:00 Introduction: John Yang on SWE-bench and Code Evaluations 00:00:31 SWE-bench Origins and Devon's Impact on the Coding Agent Arms Race 00:01:09 SWE-bench Ecosystem: Verified, Pro, Multimodal, and Multilingual Variants 00:02:17 Moving Beyond Django: Diversifying Code Evaluation Repositories 00:03:08 Code Clash: Long-Horizon Development Through Programming Tournaments 00:04:41 From Halite to Economic Value: Designing Competitive Coding Arenas 00:06:04 Ofir's Lab: SWE-ficiency, AlgoTune, and SciCode for Scientific Computing 00:07:52 The Benchmark Landscape: TAU-bench, Terminal-bench, and User Simulation 00:09:20 The Impossible Task Debate: Refusals, Ambiguity, and Benchmark Integrity 00:12:32 The Future of Code Evals: Long Autonomy vs Human-AI Collaboration 00:14:37 Call to Action: User Interaction Data and Codebase Understanding Research

    This Week in XR Podcast
    The Year AI Became Militarized: Shelly Palmer on Government, Defense, and $3 Trillion Stacked

    This Week in XR Podcast

    Play Episode Listen Later Dec 30, 2025 63:12


    Shelly Palmer has spent 45 years watching technology reshape every industry—from writing news themes for CBS to consulting with every major media company on AI strategy. On this year-end recap, he cuts through the noise with one devastating observation: 2025 was the year everyone talked about AI while almost nobody actually used it. Executives shook their heads knowingly in meetings, pontificated about capabilities the models don't yet have, and parroted nonsense they read from other people who knew nothing. But when you asked one innocent question, they crumbled.In the News: CES 2026 shapes up with Nvidia sponsoring two full days of AI training. Samsung is skipping the main floor for a massive offsite activation. Sony brings no electronics—only Honda's experimental vehicles. The TCL and Chinese companies' presence hinges on tariff policy. The innovation series breakfast that Shelly runs is becoming an official CES event after a decade of independence.The conversation spirals into deeper territory: $3 trillion in government money is stacked behind AI development. The U.S. explicitly states it must beat China to AGI—making this the Manhattan Project of our lifetime. Shelly walks through what he's seen in successful companies (leadership using the tech, paid "Tech Tuesdays" for AI experiments, cross-discipline teams with SecOps and legal at the table) versus the chaos of places with no process. He breaks down what's real—drone warfare, cybersecurity applications, robotics—versus what's hot air. And he makes a case that won't be killed by AI itself, but by militarized applications and the geopolitical arms race we're already in.5 Key Takeaways from Shelly:Leadership belief and hands-on use are non-negotiable. Companies winning with AI have senior leaders who actually use the technology. When the CEO walks into an LT meeting saying "I built this agent over the weekend," everyone else starts experimenting too.The recipe for AI success has three ingredients: leadership belief, paid time to experiment (Tech Tuesdays/Thursdays with real budgets), and cross-discipline teams (SecOps, legal, compliance, risk) paving the way. Chaos erupts without this structure.You cannot build a point of view on AI from reading blogs or watching YouTubers. Pick a personal project you care about, go hands-on with a model (Claude, Gemini, GPT), and complete it from beginning to end. Only lived experience grounds your understanding.AI parallelizes with web 1.0: In 1998, you had to hand-code HTML, build databases manually, write raw JavaScript. Today you can vibe code a site in 90 seconds. AI will eventually reach "spin me up an expert that does X" without asking questions—we're not there yet, but it's inevitable.It's both bubble and Manhattan Project. Some valuations are insane and will burst. But military applications, cyber warfare, drone control, robotics—those aren't going anywhere. The government won't back off. Both outcomes happen simultaneously.This episode is brought to you by Zappar, creators of Mattercraft—the leading visual development environment for building immersive 3D web experiences for mobile headsets and desktop. Mattercraft combines game engine power with web flexibility and features an AI assistant to help you design, code, and debug in real time in your browser. Build smarter at mattercraft.io.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

    HTML All The Things - Web Development, Web Design, Small Business
    JavaScript Basics: Learn These Concepts First (Re-release)

    HTML All The Things - Web Development, Web Design, Small Business

    Play Episode Listen Later Dec 30, 2025 51:38


    This is a re-release of a super popular episode from back in 2023 - happy holidays! Learning JavaScript from scratch can be as much about syntax as it is programming concepts, especially when it's your first language. Concepts like knowing how and why you need a place to store bits of data (variables), re-using code snippets instead of writing them repeatedly (functions), making decisions (conditional statements), and working with collections of data (arrays and looping) are all second nature to experienced developers. These concepts are the foundational building blocks that let you solve problems by thinking like a computer (sometimes this is called programmatic logic). In this episode, Matt and Mike discuss these key JavaScript basics including variables, functions, conditional statements, arrays, and looping. Show Notes: https://www.htmlallthethings.com/podcast/javascript-basics-learn-these-concepts-first-re-release

    Entre Chaves
    Snippet #10 Melhores práticas de Next.js para otimização de SEO

    Entre Chaves

    Play Episode Listen Later Dec 30, 2025 7:51


    Será que o seu site JavaScript está otimizado para os mecanismos de busca? Neste Snippet, Filipe Guimarães, Tech Lead na dti digital, revela como as diferentes estratégias de renderização do Next.js podem transformar a indexação do seu conteúdo. Descubra por que o SEO deixou de ser apenas responsabilidade do marketing e como desenvolvedores podem utilizar ferramentas nativas para otimização automática. Dê o play e ouça agora! Assuntos abordados: SEO para desenvolvedores; Como buscadores indexam e priorizam HTML; Estratégias de renderização: SSG, SSR e CSR; API Routes para cache e segurança; Otimização automática com Next/Image; Implementação da Metadata API. Links importantes: Vagas disponíveis Newsletter Dúvidas? Nos mande pelo Linkedin Contato:  entrechaves@dtidigital.com.br O Entre Chaves é uma iniciativa da dti digital, uma empresa WPP

    Crazy Wisdom
    Episode #518: Decentralization Without Romance: Incentives, Mesh Networks, and Practical Crypto

    Crazy Wisdom

    Play Episode Listen Later Dec 29, 2025 69:07


    In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with Mike Bakon to explore the fascinating intersection of hardware hacking, blockchain technology, and decentralized systems. Their conversation spans from Mike's childhood fascination with taking apart electronics in 1980s Poland to his current work with ESP32 microcontrollers, LoRa mesh networks, and Cardano blockchain development. They discuss the technical differences between UTXO and account-based blockchains, the challenges of true decentralization versus hybrid systems, and how AI tools are changing the development landscape. Mike shares his vision for incentivizing mesh networks through blockchain technology and explains why he believes mass adoption of decentralized systems will come through abstraction rather than technical education. The discussion also touches on the potential for creating new internet infrastructure using ad hoc mesh networks and the importance of maintaining truly decentralized, permissionless systems in an increasingly surveilled world. You can find Mike in Twitter as @anothervariable.Check out this GPT we trained on the conversationTimestamps00:00 Introduction to Hardware and Early Experiences02:59 The Evolution of AI in Hardware Development05:56 Decentralization and Blockchain Technology09:02 Understanding UTXO vs Account-Based Blockchains11:59 Smart Contracts and Their Functionality14:58 The Importance of Decentralization in Blockchain17:59 The Process of Data Verification in Blockchain20:48 The Future of Blockchain and Its Applications34:38 Decentralization and Trustless Systems37:42 Mainstream Adoption of Blockchain39:58 The Role of Currency in Blockchain43:27 Interoperability vs Bridging in Blockchain47:27 Exploring Mesh Networks and LoRa Technology01:00:25 The Future of AI and DecentralizationKey Insights1. Hardware curiosity drives innovation from childhood - Mike's journey into hardware began as a child in 1980s Poland, where he would disassemble toys like battery-powered cars to understand how they worked. This natural curiosity about taking things apart and understanding their inner workings laid the foundation for his later expertise in microcontrollers like the ESP32 and his deep understanding of both hardware and software integration.2. AI as a research companion, not a replacement for coding - Mike uses AI and LLMs primarily as research tools and coding companions rather than letting them write entire applications. He finds them invaluable for getting quick answers to coding problems, analyzing Git repositories, and avoiding the need to search through Stack Overflow, but maintains anxiety when AI writes whole functions, preferring to understand and write his own code.3. Blockchain decentralization requires trustless consensus verification - The fundamental difference between blockchain databases and traditional databases lies in the consensus process that data must go through before being recorded. Unlike centralized systems where one entity controls data validation, blockchains require hundreds of nodes to verify each block through trustless consensus mechanisms, ensuring data integrity without relying on any single authority.4. UTXO vs account-based blockchains have fundamentally different architectures - Cardano uses an extended UTXO model (like Bitcoin but with smart contracts) where transactions consume existing UTXOs and create new ones, keeping the ledger lean. Ethereum uses account-based ledgers that store persistent state, leading to much larger data requirements over time and making it increasingly difficult for individuals to sync and maintain full nodes independently.5. True interoperability differs fundamentally from bridging - Real blockchain interoperability means being able to send assets directly between different blockchains (like sending ADA to a Bitcoin wallet) without intermediaries. This is possible between UTXO-based chains like Cardano and Bitcoin. Bridges, in contrast, require centralized entities to listen for transactions on one chain and trigger corresponding actions on another, introducing centralization risks.6. Mesh networks need economic incentives for sustainable infrastructure - While technologies like LoRa and Meshtastic enable impressive decentralized communication networks, the challenge lies in incentivizing people to maintain the hardware infrastructure. Mike sees potential in combining blockchain-based rewards (like earning ADA for running mesh network nodes) with existing decentralized communication protocols to create self-sustaining networks.7. Mass adoption comes through abstraction, not education - Rather than trying to educate everyone about blockchain technology, mass adoption will happen when developers can build applications on decentralized infrastructure that users interact with seamlessly, without needing to understand the underlying blockchain mechanics. Users should be able to benefit from decentralization through well-designed interfaces that abstract away the complexity of wallets, addresses, and consensus mechanisms.

    Gnostic Insights
    The Illusion of Form: A Gnostic Inquiry into Gender and Selfhood

    Gnostic Insights

    Play Episode Listen Later Dec 27, 2025 20:54


    Is transgenderism a mental disorder? Is transexualism a delusional pursuit? Is sexual identity a cultural value arbitrarily assigned at birth? This is the topic of today's discussion. My first experience with a person seeking transexual modification was as a private practice marriage counselor in Idaho, back in the early 1980's. This fellow was seeking an official diagnosis of transexualism as required by the state in order to proceed with surgical procedures. He had been denied certification by other psychologists and was hoping I would provide him with the needed diagnosis. One session was enough for me to deny his claim. Why? After hearing his story, it turned out that his wife had recently decided she was a lesbian and no longer wanted to have sex with him. In order to save his marriage he decided to have his genitals surgically removed so he could “become a woman” to save their marriage. Though motivated by love for his wife, this reason would not qualify him for surgery under any transgender or transexual definition. I can tell you he was plenty pissed off by my refusal to go along with his plan. By definition, a transgendered individual is one who identifies with a gender incongruent with their body. They prefer dressing in clothing usually associated with the “other” gender and purposely minimize their secondary sexual characteristics. They may prefer engaging in activities more popular with the “other” gender. Population estimates of transgender persons has jumped from an historically steady 0.6% of the total population as of 2016 to 1.0% of the population surveyed in 2025, with young people ages 13-17 now accounting for 3.3% of the general population. Transexual is defined as taking the extra step of body modification through surgery or hormones to bring the body into closer congruence with self-identity. It is estimated that 25% to 30% of transgendered individuals now undergo body modification, up from an estimated 10% to 15% in the early 2000's. What accounts for this rise in trans identity? Is it merely a rise in societal acceptance that grants the freedom to declare one's identity publicly as many claim, or is there another, more gnostic, interpretation of this phenomena? Let's consider this carefully. Many gnostic texts suggest that the spiritual plane is gendered and populated by male and female entities, which gives rise to tidy mythological pantheons of male and female gods. However, I question the meaning of the term “gender” as it applies to the aeonic realm. At least one important book of the Nag Hammadi makes no mention of gender in the spiritual realm, and that's the Tripartite Tractate upon which this gnosis is based. [I take that back. Actually, there's one mention of the fallen Aeon being as one stripped of their masculinity, but that's more a statement of overall loss of integration and power arising from the fall.] Everything I'm sharing with you today is based upon the Tripartite Tractate and the logical conclusions that arise from that book. Yes, the terms “Father” and “Son” are assigned to the originating consciousness out of which our consciousness flows, but the meaning of those terms has nothing to do with sexual attributes or form. Neutral names like “Source” and “Offspring” would do as nicely but lack the personal relatability of family and the familiarity of traditional names. Sexual orientation and activity only applies to us creatures here in the Deficiency for purposes of reproduction. The portal between the ethereal and the so-called material cosmos requires a mechanism for fruiting the 2nd Order Powers arriving from the Fullness. Sexual activity is primarily responsible for populating the 2nd economy for all creatures above the level of bacteria, amoeba, fungi, and some plants and invertebrates. It would seem that the rules for fruiting changed from asexual to sexual as the complexity of the 2nd Order creatures arriving on the planet changed from smallest to largest. The Aeons are not male and female. They are fully integrated units of consciousness. What we call male identity and female identity reflect our lack of integration of our complete identity, or what Jung referred to as the lack of self-actualization of our animus and anima. In other words, our essential identities are neither male nor female but both. So identifying with either is actually a deficiency that represents incomplete individuation hampered by overidentification with the physical form. Male identity is misclassified as belonging to a man's soul identity, or what we here at Gnostic Insights call “ego” identity. The same goes for female identity. Remember, all 2nd Order Powers share the same One Self consciousness that flows unimpeded from Above. What distinguishes us is our ego identity—our self-identified name, position, place, and duty. The same goes for the Aeons. The Aeons share their One identity with the Son as fractals of the Son, and are distinguished from one another by their self-identified egoic position within the hierarchy of the Fullness of God according to name, position, place, and duty. Like the Aeons, we encompass and embrace the full anima/animus spectrum within our ego identity. But down here, physical and material forces act upon our bodies and influence self-identity as either male or female. In reality, we are equally both. Furthermore, the memes we pick up here from our childhood experiences, especially childhood sexual trauma, can affect our gender identity. The Son is the Father's only direct emanation. The Son is a monad, not a dyad or syzygy. Even though we call this monad the Son, it is not a male figure. The Son is a fully realized individual representing all aspects of the originating Source. The Son is the singular embodiment of the ALL. The Totalities of the ALL are the full expression of the diversity of the Son. The Totalities of the ALL are not self-aware; they are fully identified with the ungendered Son. The ALL is called the “aeon of the Aeons.” During the act of singing glorious praise to the Father, this “aeon of the aeons” produces a limitless variety of Aeons that occupy the Fullness of God. The Aeons of the Fullness are fractal iterations of the ungendered Son. The Aeons self-sort themselves into a hierarchy of unique positions, ranks, and duties within the Fullness. Their job is to continue giving glory to the Father through song. The Aeons do not reproduce sexually. They combine with other Aeons and sings songs of glory to the Father all together within these various combinations, which produces fruit from their comingled glory. And during the giving of glory, the Aeons dream of Paradise. We 2nd Order Powers are the fruit of these Aeons dreaming of Paradise. We enjoy making love the same way the Aeons enjoy giving glory together. In our fallen world, we 2nd Order Powers manifest as only two sexes for the purpose of reproduction. Self-assigned gender identity is irrelevant to the end goal of biological reproduction; male plus female are required. Love is not confined to sexual activity or reproduction. Love is love and we are all full of love that flows like an unending stream from the Father through the Fullness. Love is not limited to sex, reproduction, or gender identification. Now we move on to a consideration of reincarnation and its implications for transgender confusion. We've talked about reincarnation in prior episodes. If you would like to review those, the links are in the transcript to this episode, so if you are listening to an audio podcast, please visit the Gnostic Insights website where all previous episodes are posted, or view this transcript at the Cyd Ropp Gnostic Reformation Substack. [Revisiting Reincarnation] [Reincarnation, Research, and Gnosis] Reincarnation provides an excellent counter-argument to transgenderism, so let's consider the logic of this together. We do not necessarily reincarnate as the same gender from lifetime to lifetime. Therefore it follows that our ego's memory houses all of our prior gender identities. What we take for our gender identity is usually associated with the body we are currently inhabiting. A person may identify with their previous life's gender and carry those memes strongly forward into this incarnation. It is not an error to notice those gender-identified memes and behave accordingly. The error is thinking this current body needs to conform to that previous meme chord that we call gender. Confusion arises from thinking one is born into the wrong body or telling a child they are born into the wrong body. No. We are born into the most perfect body possible for our current incarnation. We are sent into this fallen world by our aeonic parents with our full cooperation. We forget our mission once we are here. We forget why we are here and who we really are, just as the Demiurge did. The error is thinking we know better than the Fullness from our fallen perspective down here who we are and what body we should be wearing. “Tomboy” girls and so-called “effeminate” boys are just that. There is no need to make the body conform to the previous life's body. There is a reason to inhabit the body one is born into. Perhaps lessons to be learned by living a lifetime in a less familiar body configuration. Remember, our talents are gifted by our aeonic parents, just as our DNA comes through our earthly parents. A female who is gifted with so-called “masculine” traits is not masculine. The words masculine or feminine are misnomers of our gender-obsessed, fallen culture. Here's a chart of so-called masculine and feminine traits drawn up by an AI at my request. The AI noted that, “Personality traits are often categorized as masculine or feminine, though it's important to note that these traits exist on a spectrum and can be present in anyone, regardless of gender.” And, indeed, you can see by the chart that a well-balanced, integrated personality would display both types of traits as needed, regardless of sex. Trait Type Communication Masculine: Direct, assertive Feminine: Empathetic, nurturing Emotional Expression Masculine: Reserved, independent Feminine: Expressive, relational Leadership Style Masculine: Authoritative, task-oriented Feminine: Collaborative, inclusive Conflict Resolution Masculine: Competitive, confrontational Feminine: Cooperative, harmony Decision Making Masculine: Decisive, risk-taking Feminine: Reflective, consensus-building Problem Solving Masculine”: Analytical, logical Feminine: Intuitive, holistic Self-Perception Masculine: Self-reliant, confident Feminine: Community building, supportive Offering my own experience as an example, this unit of consciousness that is known as Cyd is often miscategorized by others as exhibiting so-called masculine traits in academic and workplace settings. Yet, at home, I skew much more toward the “feminine.” That's probably why I enjoyed running a large bed and breakfast for several years, because both types of traits make for an efficient yet caring innkeeper. Growing up, I was considered a “tomboy,” preferring wrestling and sports to playing with dolls and trying on make-up. My pixie haircut displays my lifelong disdain for futzing with hairdo's, curlers, and hair products. My mother was a glamorous woman, a real girlie-girl that forever tried to force me into pink and ruffles while I preferred jeans and hoodies, much to her frustration. Again, I don't think that any of these distinctions have one whit to do with gender. It never even crossed my mind that I should be a boy. Rude people from time to time have suggested I “come out” as gay and join the alphabet community. No thanks. No need. I am not confused. I am who I am. Knowing who you are, your aeonic inheritance and lifetimes of experience, transcends the tidy categories the culture would like to cram us into. The categories become irrelevant. We carry our fixed, God-given personalities along with our self-identity egos with us from lifetime to lifetime, adding and subtracting memes and meme chords like gender identity as we go. However, our initial personalities were formed by Aeons giving praise together in various combinations. Eventually we reach our final resting place. That resting place is not the silence of decomposing flesh in the grave. We have occupied countless bodies and forms throughout our lifetimes. We have left those bodies behind every time. We are not confined to those vessels of flesh and bone that sicken and die. Our One Self spirit and ever-evolving ego carry on. We either return to the next, most perfect body for our unit of consciousness to inhabit, or we stay in the higher ethereal plane occupied by Aeons and 2nd Order Powers who have left behind the material cosmos and the confusion that arises in the Deficiency. We will remain recognizable by ourselves and others. Our ego identification is not dependent on our gender or appearance; we have occupied so many different bodies in so many different incarnations that there is no way our identity is anchored by a single material form. Like Christ and the 3rd Order of Powers, we will all be recognizable to those who know us, irrespective of appearance or sexual traits. Like the Aeons, our ego is tied to our mind, our words, our rank in the overall system of the Fullness. “Each of those who glorify has his own station, rank, dwelling place, and place of rest, which is the glorification he brings forth.” [Tripartite Tractate verse 70] “For each of the aeons is a name corresponding to each of the Father's qualities and powers. Since he exists in many names, it is by mingling and through mutual harmony that they are able to speak of him, by means of a richness of speech. Thus, the Father is a single Name because he is One, but nevertheless innumerable in his qualities and names.” [verse 73] Just be who you are without labels or gender identification. Embrace your self-identity irrespective of how you present to others as long as it is true to your aeonic, God-given Self and ego. Drop those confusing and unnecessary cultural memes that weigh down your soul. Our God Above All Gods is not the author of confusion. Gender confusion is just another demiurgic ploy to throw you off track and keep you down. The Father's will is strong and clear and uplifting. The path of discovering gnosis and self-actualization is not through the labyrinths of despair and self-doubt. And it is certainly not through a surgeon's scalpel. Turn your eyes up to the Fullness and within to find true self identity and acceptance. This article is not meant to criticize but to uplift divergent individuals like myself. God blesses all of us. Onward and upward. Please enable JavaScript in your browser to complete this form.Name *FirstLastEmail *Stripe Credit Card *Choose your item *Item A - $10.00Item B - $25.00Item C - $50.00Total$0.00Submit

    IT Privacy and Security Weekly update.
    Santa and The IT Privacy and Security Weekly update for the week ending December 23rd., 2025

    IT Privacy and Security Weekly update.

    Play Episode Listen Later Dec 24, 2025 28:52


    EP 271. For this week's holiday update:Santa's naughty list exposed in data breach.  A lighthearted reminder from a past holiday hoax: even Santa's list isn't immune to data breaches.How China Built Its 'Manhattan Project' To Rival the West in AI Chips.  China's clandestine push to master extreme ultraviolet lithography signals a major leap toward semiconductor self-sufficiency, challenging Western dominance in AI-enabling technology.Apple Fined $116 Million Over App Privacy Prompts.  Italy's antitrust authority has penalized Apple €100 million for imposing stricter privacy consent requirements on third-party apps than on its own, tilting the playing field in the App Store ecosystem.Cyberattack Disrupts France's Postal & Banking Services During Christmas Rush. A major DDoS attack crippled La Poste's online services and banking arm at the peak of the holiday season, highlighting the vulnerability of critical infrastructure during high-traffic periods.Browser Extensions With 8 Million Users Collect Extended AI Conversations. Popular Chrome and Edge extensions trusted by millions have been caught secretly harvesting full AI chat histories, raising serious concerns about privacy in everyday browsing tools.How a PNG Icon Infected 50,000 Firefox Users. A clever malware campaign hid malicious JavaScript inside innocent-looking PNG extension icons, infecting tens of thousands of Firefox users through trusted add-ons.Most Parked Domains Now Serving Malicious Content. Expired and typosquatted domains, once benign placeholders, now predominantly redirect users to scams, malware, and fraudulent sites, making casual web navigation riskier than ever.What's up with the TV? Massive Android Botnet infects 1.8 Million Devices. The Kimwolf botnet has compromised over 1.8 million Android TV boxes, turning everyday smart devices into powerful tools for proxy traffic and massive DDoS attacks.Mass Hacking of IP Cameras Leave Koreans Feeling Vulnerable in Homes, Businesses. Widespread breaches of 120,000 internet-connected cameras in South Korea exposed private footage sold online, eroding public trust in consumer surveillance technology.The FCC has barred new imports of foreign-made drones, citing unacceptable risks of espionage and disruption, with DJI-the market leader-facing the most significant impact.FSF Says Nintendo's New DRM Allows Them to Remotely Render User Devices 'Permanently Unusable' Nintendo's updated terms grant the company sweeping authority to remotely disable Switch consoles and accounts for perceived violations, sparking debate over true ownership in the digital age.This week we've got the sleigh piled high, so call out the reindeer and we'll get this update out to children all over the world!

    Software Engineering Daily
    Node.js in 2026 with Rafael Gonzaga

    Software Engineering Daily

    Play Episode Listen Later Dec 23, 2025 53:41


    JavaScript has grown far beyond the browser. It now powers millions of backend systems, APIs, and cloud services through Node.js, which is one of the most widely deployed runtimes on the planet. Keeping such a critical piece of infrastructure fast, secure, and stable is a massive engineering challenge, and the work behind it is often The post Node.js in 2026 with Rafael Gonzaga appeared first on Software Engineering Daily.

    Podcast – Software Engineering Daily
    Node.js in 2026 with Rafael Gonzaga

    Podcast – Software Engineering Daily

    Play Episode Listen Later Dec 23, 2025 53:41


    JavaScript has grown far beyond the browser. It now powers millions of backend systems, APIs, and cloud services through Node.js, which is one of the most widely deployed runtimes on the planet. Keeping such a critical piece of infrastructure fast, secure, and stable is a massive engineering challenge, and the work behind it is often The post Node.js in 2026 with Rafael Gonzaga appeared first on Software Engineering Daily.

    Technology Tap
    Netscape, Mosaic, and the Dawn of the Browser Wars – Technology Education History

    Technology Tap

    Play Episode Listen Later Dec 21, 2025 29:43 Transcription Available


    professorjrod@gmail.comExplore the pivotal moment in technology education as we trace the origins of the internet browser from Mosaic's innovation at NCSA to Netscape Navigator's rise as the gateway to the web. This episode dives deep into internet history, highlighting the major players like Jim Clark and Marc Andreessen who shaped the early web experience. We also analyze the browser wars triggered by Microsoft's Internet Explorer, illustrating challenges in technology development and competition. Whether you're preparing for your CompTIA exam or passionate about tech exam prep, understanding this history enriches your IT skills development and offers valuable context for technology education.I walk through the tactics that made Navigator beloved—progressive rendering, rapid updates, and the birth of JavaScript—and the strategic choices that slowed it down, like the all-in-one Communicator suite. We unpack the bundling play that tilted distribution, the developer headaches of competing nonstandard features, and the DOJ antitrust case that redefined how we think about platform power. The twists don't end there: AOL buys Netscape, adoption fades, and then a bold move changes the web again—open sourcing the code to create Mozilla.From Gecko to Phoenix to Firefox, we trace how community-driven software brought speed, security, and standards back to center stage. That lineage lives in every tab you open today, from Firefox to Chrome to Safari, and in the modern idea of the browser as a platform for apps, SaaS, and daily life. Along the way, I share classroom plans, student podcast previews, and a practical way educators can keep learners engaged over winter break.If you love origin stories, tech strategy, or just remember the thrill of that big N on a beige PC, this one's for you. Listen, subscribe, and share your first browser memory with us—was it Navigator, IE, or something else? And if this journey brought back the dial-up feels, leave a review and pass it on.Support the showArt By Sarah/DesmondMusic by Joakim KarudLittle chacha ProductionsJuan Rodriguez can be reached atTikTok @ProfessorJrodProfessorJRod@gmail.com@Prof_JRodInstagram ProfessorJRod

    Building Livewire
    The things you are bad at, you will always be bad at

    Building Livewire

    Play Episode Listen Later Dec 21, 2025 10:59


    Gnostic Insights
    Another Gnostic Christmas

    Gnostic Insights

    Play Episode Listen Later Dec 20, 2025 21:57


    I had another episode planned for today, but at the last minute I decided to rerun this Christmas episode for you. I think this will become our traditional Christmas episode here at Gnostic Insights. And, if you are new to this podcast, welcome! Next week’s episode will be controversial, so I thought it best to wait until after Christmas for its release. Today, we're going to look at the nature of the Christ—the who, what, why of Christ. Most people are familiar with seeing the baby Jesus in the manger and that's what we celebrate at Christmas time, the birth of the Christ on Earth in the form of a human. But the Christ is an ethereal creature that predates the birth of Jesus. Jesus and the Christ aren't exactly the same, although Jesus was fully Christ. The Christ predates the birth of the human known as Jesus. So, let's learn more about the Christ and why the Christ figure is so essential to us Second Order Powers.  Gnosticism is the forerunner of the modern Christian faith. As such, a better understanding of the figure of the Christ is essential to understanding both Gnosticism and Christianity. The cosmology that I talk about here on the podcast was well known to Jesus and his original followers, but it was cut out of Christianity about 1700 years ago by the Nicene Council, at the urging of the Pope and the Roman Emperor. Because this theology was subtracted from orthodox Christianity, many of the ideas of gnostic cosmology sound odd and unfamiliar to modern churchgoers. Some of the ideas may even sound heretical at first glance due to their unfamiliarity. Yet the theology contained in these early scriptures makes sense of so many puzzling aspects of Christian faith that they must be reexamined. That's why I call the Substack The Gnostic Reformation. I'm confident that once you understand gnostic Christianity, you will better understand your relationship with God. According to gnostic cosmology as laid out in the Nag Hammadi, we humans and all other forms of life on Earth, from bacteria and eukaryotes on up, are the fruit of the Pleroma and Logos. We Second Order Powers find ourselves locked in a never-ending battle for dominion over the Earth with forces that were generated as a result of the Fall. Due to the law of mutual combat, we have forgotten our origin in the Fullness and our mission to bring love and harmony to creation and have instead taken on many of the characteristics of the shadows of the Deficiency. The Second Order Powers are locked in a never-ending war with the Deficiency. Here below, we constantly battle the physical forces of death and entropy, as well as the spiritual forces of vice, sin, delusion and despair. In order to restore memory and reason to the Second Order Powers, the Aeons of the Fullness, every one of them individually and all of them collectively, gave glory in unison to their Father while praying for a helper to bring peace to the Deficiency and forgiveness to Logos. Out of this focused prayer, a unique fruit emerged, one that contained all of the capabilities and powers of the Fullness, along with all of the love and eternal qualities of the Father. The singular fruit of the Fullness and the Father is known by various names: the Christ, the Savior and the Redeemer, the Advocate, the Light, and the Beloved. In Simple Explanation terms, the Christ is a perfect and full fractal of the Father and the Son, all rolled-up into one perfect form. Christians believe that Jesus of Nazareth was both perfect man and perfect God incarnate. Christian Gnostics believed the same. Here is a more complete explanation of who Jesus was. It's said that Jesus was conceived without sin because he carried within his body the perfection of man and God. This would mean that Jesus was perfect and true to the original DNA formula for humanity. Hence the importance of the virgin birth that then imparted that perfect DNA to the baby. Jesus was also without negative karma attached to his soul, as his soul was the soul of God. The components of Jesus's body were also without sin, as the cells and flesh that became Jesus were in fact the Aeons of the Fullness incarnate. As Colossians 1:19 says, “For God was pleased to have all his Fullness dwell in him and through him to reconcile to himself all things, whether things on Earth or things in heaven, by making peace through his blood shed on the cross.” This one sentence from Colossians contains the entire Christian Gnostic Gospel. Because Jesus brought along the entire Fullness of the Pleroma when he incarnated, every aspect of the Father and Son came to material instantiation on Earth. In this manner, the eternal God experienced the finite life of us Second Order Powers and all of the struggle between birth and death that plague us all. Here is how the Tripartite Tractate of the Nag Hammadi scriptures describes this process: “As for those of the shadow, Logos separated himself from them in every way, since they fight against him and are not at all humble before him. The stumbling which happened to the Aeons of the Father was brought to them as if it were their own, in a careful and non-malicious and immensely sweet way. It was brought to the Fullnesses so that they might be instructed about the Deficiency by the single One, from whom alone they all received strength to eliminate the defects. They gathered together, asking the Father, with beneficent intent, that there be aid from above from the Father for his glory, since the defective one could not become perfect in any other way unless it was the will of the Pleroma of the Father, which he had drawn to himself, revealed, and given to the defective one. Then, from the harmony, in a joyous willingness which had come into being, they brought forth the fruit which was a begetting from the harmony, a unity, a possession of the Fullnesses, revealing the countenance of the Father of whom the Aeons thought as they gave glory and prayed for help for their brother with a wish in which the Father counted himself with them. Thus it was willingly and gladly that they brought forth the fruit. And he made manifest the agreement of the revelation of his union with them, which was his beloved Son, but the Son in whom the Fullnesses are pleased to put himself on them as a garment through which he gave perfection to the defective one and gave confirmation to those who are perfect, the One who is properly called Savior and the Redeemer and the Well-pleasing One, and the Beloved, the One to whom prayers have been offered, and the Christ and the light of those appointed in accordance with the ones from whom he was brought forth, since he has become the names of the positions which were given to him. Yet what other name may be applied to him except the Son, as we have previously said, since he is the knowledge of the Father whom he wanted them to know? Not only did the Aeons generate the countenance of the Father to whom they gave praise, but also they generated their own, for the Aeons who give glory, generated their countenance and their face. They came forth in a multifaceted form in order that the one to whom help was to be given might see those to whom he had prayed for help. He also sees the One who gave it to him.” (That is from the Tripartite Tractate sections 85 through 87.) So you see, the mission of the Christ, as stated in Colossians, was to redeem all of creation, including the fallen Aeon who had founded our material universe. Because the Christ came to redeem everyone, the body of Jesus came to Earth with every one of the Fullnesses on board. For every fallen spirit, the Christ brought forth their own personal and recognizable Savior. Redemption has already taken place. It is up to the Second Order Powers and the one who fell to recognize and accept that redemption in order to complete the mission of the Christ. In Simple Explanation terms, the Christ brought the correcting formula for all of our spirits and souls, each unique and personally formulated to meet our individual needs. The baptism of the Christ washes away the mental and spiritual confusion brought on by the endless war with shadows of the Fall. Gnostics are apocalyptic, as are Christians. Gnostics believe that some day every knee shall bow and every tongue confess that Jesus, the Christ, is Lord. Repentance and redemption comes harder for some than for others. Some souls take more time to recognize and remember. Ultimately, though, there comes a day of reckoning, for the Father will not be denied forever. There will soon come a day when the Deficiency ends. On that day, a new economy will unite Heaven and Earth, and all souls will find their joyful place in Paradise. The only forms banished to the outer darkness will be the shadows and phantoms of the Fall, which did not exist within the Father's consciousness from the beginning. These shadows are not real and they will have no home with us in Paradise. The hierarchy of the Fullness of God dreams of Paradise. Logos crowns the hierarchy and contains fractals of all the other Aeons. Now here's a gnostic perspective of Jesus on the cross. One of the central themes of the Christian faith is the death of Jesus on the cross. Christians the world over focus on the body of Jesus hanging on the cross, and I've often wondered, why this fixation of Jesus on the cross? Why is the crucifix the focal point of every church and altar? Why do people wear the cross as jewelry or hang a crucifix in their bedroom? The obvious answer Christians give is that without the cross, Jesus could not have saved humanity from sin, for he bore our sins into the grave with his death and they were washed away with his resurrection from the dead. Praise be to God, but why the cross? If Jesus had been stoned to death or drowned or beaten or thrown from a high tower, would we still feel such affinity for the stone, a lake, a club or a roof? I don't think so. I think there is something very special about the shape of the cross itself. I ask this question because Jesus never said, I'm soon to pass on from this world, and I want you to focus on my body hanging on the cross as I take on the sins of the world. And yet, that's what people do, as if that were the entire point of the Gospel. As far as I can tell, Jesus did not ask for his death and resurrection to be the focal point of worship. What Jesus actually said was: “I and my Father are one” (John 10:30), and, “Whoever welcomes me welcomes the Father that sent me” (Luke 9:48). In other words, Jesus acknowledged himself in reference to his Father and he deflected glory to his Father. Yet Jesus is worshipped by modern Christians to the extent that the Father almost goes unmentioned. Thank goodness for the Lord's prayer, which is directed to the Father and not to the Son. Jesus taught it to be said to the Father; he did not teach it to be recited to himself. No slight to the Son, of course, we're merely emphasizing the importance of the God Above All Gods. During the last supper, Jesus instructed his followers to think of his broken body as they break and eat bread and to consider his blood as the fulfillment of a contract with humanity as they drink wine. This is what Jesus left the church as instruction regarding his death. He did not instruct them to erect images of crosses and to worship him hanging on a cross, as if he were stuck up there forever. Yes, Protestants have allowed Jesus to come down off the cross and therefore their crosses are unoccupied to remind us that Jesus resurrected, but still the focus is on the cross. Again—why the cross in particular? Here is the symbolism of the cross as I understand it. We who dwell on Earth are engaged in endless warfare with the Imitation that always seeks to lure us away from our Father in Heaven. Oftentimes we don't even realize we're engaged in warfare with the Imitation, because it can appear disguised as goodness. This is what is meant by the Devil being a liar. Things are proposed “for our own good,” but they're not; they're proposed for power and control. We Second Order of Powers are engaged in this endless warfare and, although we come from a good disposition of the Father and the Fullness, we have forgotten our heavenly nature and become deluded because of rage and other passions and addictions. The Christ came to Earth in the form of a Son of Man to bring the Third Order of Powers to Earth as the solution to overcoming the phantoms of the Imitation that have mired the Second Order Powers in error and ignorance. Those who have eyes to see the Christ are able to remember their Father in Heaven. Those who remember their Father in Heaven and repent from the Imitation are redeemed. Jesus Christ was the fulfillment of the promise to redeem the fallen. Jesus as the Son of God and the Son of Man brought salvation to the Deficiency and restored it to the Kingdom of Heaven. The reason the cross looks as it does and occupies such a central role in worship is that the cross represents human beings. The Cross is shaped like a human, a Son of Man. It is no accident that Jesus was crucified on a cross because Jesus is a Son of Man, the Son of Man. The Cross should remind us that humankind has been redeemed by the body and blood of Christ in an even more profound way than acknowledging the indignity and suffering of Christ on the cross. It should remind us that the Son of God—the Christ—bridged with the form of his human body spirit-to-matter, which is top-to-bottom, and neighbor-to-neighbor, which is side-to-side, just as the shape of the cross. In the Gnostic Gospel, redemption comes to all of creation through the incarnation of the Son of God into the body of the Son of Man. The manner of the Savior's birth, death, and resurrection will come to every soul as they realize their Father is in Heaven and to Heaven they will return. For, as it says, “every knee shall bow and every tongue confess that Jesus Christ is Lord.” That affirmation comes from the New Testament (Philippians 2:10). It just takes time. We aren't there yet because of the common delusion of presumptuous thought, which causes people to behave selfishly. Ego must first make way for the love of Christ to take over the throne of the Self. Only then may you rise above the egoic imitation, for then you will have a champion and a king. The very public way that Jesus was crucified and the very public way that he resurrected gives us all hope of the same: Jesus demonstrates proof of resurrection and his life, death, and resurrection is about all of us, not only about the Christ. Jesus is the exemplar of our resurrection. And, by the way, in a Gnostic sense, which could be considered heretical by many Christians, the story of Jesus and the Christ and the Father don't even have to be believed as historical fact, which many nay-sayers make the cornerstone of their argument against Christ and God. The very concepts themselves—the very thoughts, the mind—is what carries this. We are consciousness and this Christ story is in our consciousness for our salvation. Think on that… I acknowledge that this is a very different version of Christianity than has been traditionally presented to us. This is gnosis that was originally contained in the sacred scriptures that formed the New Testament prior to the Pope and Emperor of Rome getting their hands on it and stripping it out. It's nice to know. I hope you get it. It doesn't really matter, because all you need to know is that we come from the Father and to the Father we will return. That is the bottom line. We are emanations directly of the Father and the Father has promised to save us all and bring us all home. Jesus said, “I am the way, the truth, and the life. No man comes to the Father except through me.” This has been taken to mean that one must acknowledge the power of the Christ before the Christ can redeem you. But, you see, this would put all of the power of redemption in your hands rather than Christ's. The Christ will redeem all Second Order Powers by the end of time, with or without your prior acknowledgment. All redemption comes to the Father through the Christ, and that is in Christ's hands. What accepting the Christ now does for you is open the door for the Third Order Powers to enter your egoic soul. This power makes it possible to live a joyous and virtuous life. It allows the love of the Father to flow through you and out into the world. And it eases your transition after the physical death of your body, so you may enter the afterlife without fear, knowing that you rest in the Pleroma of the Christ. The Final Economy is our foretaste of Paradise. No more shadows, no more sorrow. I hope that this information is helpful to you and will help you remember your gnosis. Merry Christmas. God bless us all. And onward and upward. If you are getting any gnosis from this information, please consider supporting Gnostic Insights with a generous donation. It helps keep me motivated. I’m a one-person enterprise with full responsibility for every aspect of this podcast, from writing to recording to editing to artwork to paying for the hosting services that bring this gnosis to you. I could really use some more support! Please do what you can. Please enable JavaScript in your browser to complete this form.Name *FirstLastEmail *Stripe Credit Card *Choose your item *Item A - $10.00Item B - $25.00Item C - $50.00Total$0.00Submit

    React Native Radio
    RNR 350 - React Native Wrapped 2025

    React Native Radio

    Play Episode Listen Later Dec 19, 2025 42:56


    In our popular year-end recap, our hosts are all back tother and joined by guest Josh Yoes to review the biggest React Native developments of 2025! They cover major releases, the shift to the new architecture, React 19 support, and how tooling and performance evolved across the ecosystem. Connect With Us!Blog Post | React Native Wrapped 2025 by Joshua Yoes Connect With Us!Josh Yoes: @JoshuaYoesJamon Holmgren: @jamonholmgrenRobin Heinze: @robinheinzeMazen Chami: @mazenchamiReact Native Radio: @ReactNativeRdio This episode is brought to you by Infinite Red!Infinite Red is an expert React Native consultancy located in the USA. With over a decade of React Native experience and deep roots in the React Native community (hosts of Chain React and the React Native Newsletter, core React Native contributors, creators of Ignite and Reactotron, and much, much more), Infinite Red is the best choice for helping you build and deploy your next React Native app.

    IT Privacy and Security Weekly update.
    EP-270.5 Deep Dive. Honey Don't. The IT Privacy and Security Weekly update for the week ending December 16th., 2025

    IT Privacy and Security Weekly update.

    Play Episode Listen Later Dec 18, 2025 16:53


    Global: Over 10,000 Docker Hub Images Found Leaking Credentials, Auth KeysThe widespread exposure of sensitive keys in Docker images underscores the dangers of embedding secrets in container builds. Developers should prioritize centralized secrets management and routine scanning to prevent lasting breaches even after quick fixes.CN: Chinese Whistleblower Living In US Is Being Hunted By Beijing With US TechThis case highlights how advanced surveillance tools can erase borders, enabling persistent transnational repression. It serves as a stark reminder that personal data, once captured, can fuel harassment far beyond its intended use.EU: 193 Cybercrims Arrested, Accused of Plotting 'Violence-As-a-Service'The successful disruption of "violence-as-a-service" networks shows that coordinated law enforcement can counter the dangerous blend of online recruitment and offline crime. Continued vigilance is essential to protect communities from these evolving hybrid threats.Global: Google will shut down “unhelpful” dark web monitoring toolGoogle's decision to retire its dark web monitoring feature reflects the challenge of turning breach notifications into truly actionable advice. Users should seek security tools that not only alert but also guide clear, practical steps for protection.Global: Second JavaScript Exploit in Four Months Exposes Crypto Sites to Wallet DrainersRepeated supply-chain vulnerabilities in core JavaScript libraries reveal how quickly dependencies can become attack vectors. Maintaining rigorous patch management and dependency monitoring is now as critical as safeguarding cryptocurrency itself.RU: All of Russia's Porsches Were Bricked By a Mysterious Satellite OutageThe mass immobilization of connected vehicles illustrates the hidden risks of over-reliance on remote satellite systems for essential functions. As cars grow smarter, resilience against connectivity failures must become a design priority.RU: Russian Hackers Debut Simple Ransomware Service, But Store Keys In Plain TextEven motivated threat actors can sabotage their own operations through basic security oversights like hardcoding keys. This flaw reminds defenders that attacker mistakes can offer unexpected opportunities for recovery without payment.US: More Than 200 Environmental Groups Demand Halt To New US DatacentersThe growing backlash against unchecked data center expansion ties AI progress directly to real-world strains on energy, water, and household bills. Balancing technological advancement with sustainable infrastructure is no longer optional but urgent for communities nationwide.

    The React Native Show Podcast
    A (Secure) Christmas Carol: The Story of Npmezer Scrooge | Coffee Talk

    The React Native Show Podcast

    Play Episode Listen Later Dec 17, 2025 20:13


    This year, React Universe On Air is doing something different for Christmas. No guests, demos, or framework updates. Instead, Ola Desmurs Linczewska tells a Christmas story. A (Secure) Christmas Carol is a holiday fairytale for JavaScript and React Native developers. Set on Christmas Eve, it follows Npmezer Scrooge, a senior engineer who believes deadlines matter more than holidays, and warnings can always wait. Over the course of one long winter night, he's visited by unexpected guides who show him what his choices look like across time: the optimism of the past, the quiet damage of the present, and a future no one wants. All technical details, real-world security issues, and references mentioned in the story are explained in the show notes

    PodRocket - A web development podcast from LogRocket
    React got hacked with David Mytton

    PodRocket - A web development podcast from LogRocket

    Play Episode Listen Later Dec 16, 2025 37:54


    In this episode, Noel sits down with David Mytton, founder and CEO of Arcjet, to unpack the React2Shell vulnerability and why it became such a serious remote code execution risk for apps using React server components and Next.js. They explain how server-side features introduced in React 19 changed the attack surface, why cloud providers leaned on WAF mitigation instead of instant patching, and what this incident reveals about modern JavaScript supply chain risk. The conversation also covers dependency sprawl, rushed patches, and why security as a feature needs to start long before production. Links X: https://x.com/davidmytton Blog: https://davidmytton.blog Resources Multiple Threat Actors Exploit React2Shell: https://cloud.google.com/blog/topics/threat-intelligence/threat-actors-exploit-react2shell-cve-2025-55182 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey (https://t.co/oKVAEXipxu)! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com (mailto:elizabeth.becz@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Check out our newsletter (https://blog.logrocket.com/the-replay-newsletter/)! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Chapters

    ITSPmagazine | Technology. Cybersecurity. Society
    The Hidden Risk Inside Your Build Pipeline: When Open Source Becomes an Attack Vector | A Conversation with Paul McCarty | Redefining CyberSecurity with Sean Martin

    ITSPmagazine | Technology. Cybersecurity. Society

    Play Episode Listen Later Dec 16, 2025 40:14


    ⬥EPISODE NOTES⬥Modern application development depends on open source packages moving at extraordinary speed. Paul McCarty, Offensive Security Specialist focused on software supply chain threats, explains why that speed has quietly reshaped risk across development pipelines, developer laptops, and CI environments.JavaScript dominates modern software delivery, and the npm registry has become the largest package ecosystem in the world. Millions of packages, thousands of daily updates, and deeply nested dependency chainsഴ് often exceeding a thousand indirect dependencies per application. That scale creates opportunity, not only for innovation, but for adversaries who understand how developers actually build software.This conversation focuses on a shift that security leaders can no longer ignore. Malicious packages are not exploiting accidental coding errors. They are intentionally engineered to steal credentials, exfiltrate secrets, and compromise environments long before traditional security tools see anything wrong. Attacks increasingly begin on developer machines through social engineering and poisoned repositories, then propagate into CI pipelines where access density and sensitive credentials converge.Paul outlines why many existing security approaches fall short. Vulnerability databases were built for mistakes, not hostile code. AppSec teams are overloaded burning down backlogs. Security operations teams rarely receive meaningful telemetry from build systems. The result is a visibility gap where malicious code can run, disappear, and leave organizations unsure what was touched or stolen.The episode also explores why simple advice like “only use vetted packages” fails in practice. Open source ecosystems move too fast for manual approval models, and internal package repositories often collapse under friction. Meanwhile, attackers exploit maintainer accounts, typosquatting domains, and ecosystem trust to reach billions of downstream installations in a single event.This discussion challenges security leaders to rethink how software supply chain risk is defined, detected, and owned. The problem is no longer theoretical, and it no longer lives only in development teams. It sits at the intersection of intellectual property, identity, and delivery velocity, demanding attention from anyone responsible for protecting modern software-driven organizations.⬥GUEST⬥Paul McCarty, NPM Hacker and Software Supply Chain Researcher  | On LinkedIn: https://www.linkedin.com/in/mccartypaul/⬥HOST⬥Sean Martin, Co-Founder at ITSPmagazine and Host of Redefining CyberSecurity Podcast | On LinkedIn: https://www.linkedin.com/in/imsmartin/ | Website: https://www.seanmartin.com⬥RESOURCES⬥LinkedIn Post: https://www.linkedin.com/posts/mccartypaul_i-want-to-introduce-you-to-my-latest-project-activity-7396297753196363776-1N-TOpen Source Malware Database: https://opensourcemalware.comOpenSSF Scorecard Project: https://securityscorecards.dev⬥ADDITIONAL INFORMATION⬥✨ More Redefining CyberSecurity Podcast: 

    Redefining CyberSecurity
    The Hidden Risk Inside Your Build Pipeline: When Open Source Becomes an Attack Vector | A Conversation with Paul McCarty | Redefining CyberSecurity with Sean Martin

    Redefining CyberSecurity

    Play Episode Listen Later Dec 16, 2025 40:14


    ⬥EPISODE NOTES⬥Modern application development depends on open source packages moving at extraordinary speed. Paul McCarty, Offensive Security Specialist focused on software supply chain threats, explains why that speed has quietly reshaped risk across development pipelines, developer laptops, and CI environments.JavaScript dominates modern software delivery, and the npm registry has become the largest package ecosystem in the world. Millions of packages, thousands of daily updates, and deeply nested dependency chainsഴ് often exceeding a thousand indirect dependencies per application. That scale creates opportunity, not only for innovation, but for adversaries who understand how developers actually build software.This conversation focuses on a shift that security leaders can no longer ignore. Malicious packages are not exploiting accidental coding errors. They are intentionally engineered to steal credentials, exfiltrate secrets, and compromise environments long before traditional security tools see anything wrong. Attacks increasingly begin on developer machines through social engineering and poisoned repositories, then propagate into CI pipelines where access density and sensitive credentials converge.Paul outlines why many existing security approaches fall short. Vulnerability databases were built for mistakes, not hostile code. AppSec teams are overloaded burning down backlogs. Security operations teams rarely receive meaningful telemetry from build systems. The result is a visibility gap where malicious code can run, disappear, and leave organizations unsure what was touched or stolen.The episode also explores why simple advice like “only use vetted packages” fails in practice. Open source ecosystems move too fast for manual approval models, and internal package repositories often collapse under friction. Meanwhile, attackers exploit maintainer accounts, typosquatting domains, and ecosystem trust to reach billions of downstream installations in a single event.This discussion challenges security leaders to rethink how software supply chain risk is defined, detected, and owned. The problem is no longer theoretical, and it no longer lives only in development teams. It sits at the intersection of intellectual property, identity, and delivery velocity, demanding attention from anyone responsible for protecting modern software-driven organizations.⬥GUEST⬥Paul McCarty, NPM Hacker and Software Supply Chain Researcher  | On LinkedIn: https://www.linkedin.com/in/mccartypaul/⬥HOST⬥Sean Martin, Co-Founder at ITSPmagazine and Host of Redefining CyberSecurity Podcast | On LinkedIn: https://www.linkedin.com/in/imsmartin/ | Website: https://www.seanmartin.com⬥RESOURCES⬥LinkedIn Post: https://www.linkedin.com/posts/mccartypaul_i-want-to-introduce-you-to-my-latest-project-activity-7396297753196363776-1N-TOpen Source Malware Database: https://opensourcemalware.comOpenSSF Scorecard Project: https://securityscorecards.dev⬥ADDITIONAL INFORMATION⬥✨ More Redefining CyberSecurity Podcast: 

    Les Cast Codeurs Podcast
    LCC 333 - A vendre OSS primitif TBE

    Les Cast Codeurs Podcast

    Play Episode Listen Later Dec 15, 2025 94:17


    Dans cet épisode de fin d'année plus relax que d'accoutumée, Arnaud, Guillaume, Antonio et Emmanuel distutent le bout de gras sur tout un tas de sujets. L'acquisition de Confluent, Kotlin 2.2, Spring Boot 4 et JSpecify, la fin de MinIO, les chutes de CloudFlare, un survol des dernieres nouveauté de modèles fondamentaux (Google, Mistral, Anthropic, ChatGPT) et de leurs outils de code, quelques sujets d'architecture comme CQRS et quelques petits outils bien utiles qu'on vous recommande. Et bien sûr d'autres choses encore. Enregistré le 12 décembre 2025 Téléchargement de l'épisode LesCastCodeurs-Episode-333.mp3 ou en vidéo sur YouTube. News Langages Un petit tutoriel par nos amis Sfeiriens montrant comment récupérer le son du micro, en Java, faire une transformée de Fourier, et afficher le résultat graphiquement en Swing https://www.sfeir.dev/back/tutoriel-java-sound-transformer-le-son-du-microphone-en-images-temps-reel/ Création d'un visualiseur de spectre audio en temps réel avec Java Swing. Étapes principales : Capture du son du microphone. Analyse des fréquences via la Transformée de Fourier Rapide (FFT). Dessin du spectre avec Swing. API Java Sound (javax.sound.sampled) : AudioSystem : point d'entrée principal pour l'accès aux périphériques audio. TargetDataLine : ligne d'entrée utilisée pour capturer les données du microphone. AudioFormat : définit les paramètres du son (taux d'échantillonnage, taille, canaux). La capture se fait dans un Thread séparé pour ne pas bloquer l'interface. Transformée de Fourier Rapide (FFT) : Algorithme clé pour convertir les données audio brutes (domaine temporel) en intensités de fréquences (domaine fréquentiel). Permet d'identifier les basses, médiums et aigus. Visualisation avec Swing : Les intensités de fréquences sont dessinées sous forme de barres dynamiques. Utilisation d'une échelle logarithmique pour l'axe des fréquences (X) pour correspondre à la perception humaine. Couleurs dynamiques des barres (vert → jaune → rouge) en fonction de l'intensité. Lissage exponentiel des valeurs pour une animation plus fluide. Un article de Sfeir sur Kotlin 2.2 et ses nouveautés - https://www.sfeir.dev/back/kotlin-2-2-toutes-les-nouveautes-du-langage/ Les guard conditions permettent d'ajouter plusieurs conditions dans les expressions when avec le mot-clé if Exemple de guard condition: is Truck if vehicule.hasATrailer permet de combiner vérification de type et condition booléenne La multi-dollar string interpolation résout le problème d'affichage du symbole dollar dans les strings multi-lignes En utilisant $$ au début d'un string, on définit qu'il faut deux dollars consécutifs pour déclencher l'interpolation Les non-local break et continue fonctionnent maintenant dans les lambdas pour interagir avec les boucles englobantes Cette fonctionnalité s'applique uniquement aux inline functions dont le corps est remplacé lors de la compilation Permet d'écrire du code plus idiomatique avec takeIf et let sans erreur de compilation L'API Base64 passe en version stable après avoir été en preview depuis Kotlin 1.8.20 L'encodage et décodage Base64 sont disponibles via kotlin.io.encoding.Base64 Migration vers Kotlin 2.2 simple en changeant la version dans build.gradle.kts ou pom.xml Les typealias imbriqués dans des classes sont disponibles en preview La context-sensitive resolution est également en preview Les guard conditions préparent le terrain pour les RichError annoncées à KotlinConf 2025 Le mot-clé when en Kotlin équivaut au switch-case de Java mais sans break nécessaire Kotlin 2.2.0 corrige les incohérences dans l'utilisation de break et continue dans les lambdas Librairies Sprint Boot 4 est sorti ! https://spring.io/blog/2025/11/20/spring-boot-4-0-0-available-now Une nouvelle génération : Spring Boot 4.0 marque le début d'une nouvelle génération pour le framework, construite sur les fondations de Spring Framework 7. Modularisation du code : La base de code de Spring Boot a été entièrement modularisée. Cela se traduit par des fichiers JAR plus petits et plus ciblés, permettant des applications plus légères. Sécurité contre les nuls (Null Safety) : D'importantes améliorations ont été apportées pour la "null safety" (sécurité contre les valeurs nulles) à travers tout l'écosystème Spring grâce à l'intégration de JSpecify. Support de Java 25 : Spring Boot 4.0 offre un support de premier ordre pour Java 25, tout en conservant une compatibilité avec Java 17. Améliorations pour les API REST : De nouvelles fonctionnalités sont introduites pour faciliter le versioning d'API et améliorer les clients de services HTTP pour les applications basées sur REST. Migration à prévoir : S'agissant d'une version majeure, la mise à niveau depuis une version antérieure peut demander plus de travail que d'habitude. Un guide de migration dédié est disponible pour accompagner les développeurs. Chat memory management dans Langchain4j et Quarkus https://bill.burkecentral.com/2025/11/25/managing-chat-memory-in-quarkus-langchain4j/ Comprendre la mémoire de chat : La "mémoire de chat" est l'historique d'une conversation avec une IA. Quarkus LangChain4j envoie automatiquement cet historique à chaque nouvelle interaction pour que l'IA conserve le contexte. Gestion par défaut de la mémoire : Par défaut, Quarkus crée un historique de conversation unique pour chaque requête (par exemple, chaque appel HTTP). Cela signifie que sans configuration, le chatbot "oublie" la conversation dès que la requête est terminée, ce qui n'est utile que pour des interactions sans état. Utilisation de @MemoryId pour la persistance : Pour maintenir une conversation sur plusieurs requêtes, le développeur doit utiliser l'annotation @MemoryId sur un paramètre de sa méthode. Il est alors responsable de fournir un identifiant unique pour chaque session de chat et de le transmettre entre les appels. Le rôle des "scopes" CDI : La durée de vie de la mémoire de chat est liée au "scope" du bean CDI de l'IA. Si un service d'IA a un scope @RequestScoped, toute mémoire de chat qu'il utilise (même via un @MemoryId) sera effacée à la fin de la requête. Risques de fuites de mémoire : Utiliser un scope large comme @ApplicationScoped avec la gestion de mémoire par défaut est une mauvaise pratique. Cela créera une nouvelle mémoire à chaque requête qui ne sera jamais nettoyée, entraînant une fuite de mémoire. Bonnes pratiques recommandées : Pour des conversations qui doivent persister (par ex. un chatbot sur un site web), utilisez un service @ApplicationScoped avec l'annotation @MemoryId pour gérer vous-même l'identifiant de session. Pour des interactions simples et sans état, utilisez un service @RequestScoped et laissez Quarkus gérer la mémoire par défaut, qui sera automatiquement nettoyée. Si vous utilisez l'extension WebSocket, le comportement change : la mémoire par défaut est liée à la session WebSocket, ce qui simplifie grandement la gestion des conversations. Documentation Spring Framework sur l'usage JSpecify - https://docs.spring.io/spring-framework/reference/core/null-safety.html Spring Framework 7 utilise les annotations JSpecify pour déclarer la nullabilité des APIs, champs et types JSpecify remplace les anciennes annotations Spring (@NonNull, @Nullable, @NonNullApi, @NonNullFields) dépréciées depuis Spring 7 Les annotations JSpecify utilisent TYPE_USE contrairement aux anciennes qui utilisaient les éléments directement L'annotation @NullMarked définit par défaut que les types sont non-null sauf si marqués @Nullable @Nullable s'applique au niveau du type usage, se place avant le type annoté sur la même ligne Pour les tableaux : @Nullable Object[] signifie éléments nullables mais tableau non-null, Object @Nullable [] signifie l'inverse JSpecify s'applique aussi aux génériques : List signifie liste d'éléments non-null, List éléments nullables NullAway est l'outil recommandé pour vérifier la cohérence à la compilation avec la config NullAway:OnlyNullMarked=true IntelliJ IDEA 2025.3 et Eclipse supportent les annotations JSpecify avec analyse de dataflow Kotlin traduit automatiquement les annotations JSpecify en null-safety native Kotlin En mode JSpecify de NullAway (JSpecifyMode=true), support complet des tableaux, varargs et génériques mais nécessite JDK 22+ Quarkus 3.30 https://quarkus.io/blog/quarkus-3-30-released/ support @JsonView cote client la CLI a maintenant la commande decrypt (et bien sûr au runtime via variables d'environnement construction du cache AOT via les @IntegrationTest Un autre article sur comment se préparer à la migration à micrometer client v1 https://quarkus.io/blog/micrometer-prometheus-v1/ Spock 2.4 est enfin sorti ! https://spockframework.org/spock/docs/2.4/release_notes.html Support de Groovy 5 Infrastructure MinIO met fin au développement open source et oriente les utilisateurs vers AIStor payant - https://linuxiac.com/minio-ends-active-development/ MinIO, système de stockage objet S3 très utilisé, arrête son développement actif Passage en mode maintenance uniquement, plus de nouvelles fonctionnalités Aucune nouvelle pull request ou contribution ne sera acceptée Seuls les correctifs de sécurité critiques seront évalués au cas par cas Support communautaire limité à Slack, sans garantie de réponse Étape finale d'un processus débuté en été avec retrait des fonctionnalités de l'interface admin Arrêt de la publication des images Docker en octobre, forçant la compilation depuis les sources Tous ces changements annoncés sans préavis ni période de transition MinIO propose maintenant AIStor, solution payante et propriétaire AIStor concentre le développement actif et le support entreprise Migration urgente recommandée pour éviter les risques de sécurité Alternatives open source proposées : Garage, SeaweedFS et RustFS La communauté reproche la manière dont la transition a été gérée MinIO comptait des millions de déploiements dans le monde Cette évolution marque l'abandon des racines open source du projet IBM achète Confluent https://newsroom.ibm.com/2025-12-08-ibm-to-acquire-confluent-to-create-smart-data-platform-for-enterprise-generative-ai Confluent essayait de se faire racheter depuis pas mal de temps L'action ne progressait pas et les temps sont durs Wallstreet a reproché a IBM une petite chute coté revenus software Bref ils se sont fait rachetés Ces achats prennent toujuors du temps (commission concurrence etc) IBM a un apétit, apres WebMethods, apres Databrix, c'est maintenant Confluent Cloud L'internet est en deuil le 18 novembre, Cloudflare est KO https://blog.cloudflare.com/18-november-2025-outage/ L'Incident : Une panne majeure a débuté à 11h20 UTC, provoquant des erreurs HTTP 5xx généralisées et rendant inaccessibles de nombreux sites et services (comme le Dashboard, Workers KV et Access). La Cause : Il ne s'agissait pas d'une cyberattaque. L'origine était un changement interne des permissions d'une base de données qui a généré un fichier de configuration ("feature file" pour la gestion des bots) corrompu et trop volumineux, faisant planter les systèmes par manque de mémoire pré-allouée. La Résolution : Les équipes ont identifié le fichier défectueux, stoppé sa propagation et restauré une version antérieure valide. Le trafic est revenu à la normale vers 14h30 UTC. Prévention : Cloudflare s'est excusé pour cet incident "inacceptable" et a annoncé des mesures pour renforcer la validation des configurations internes et améliorer la résilience de ses systèmes ("kill switches", meilleure gestion des erreurs). Cloudflare encore down le 5 decembre https://blog.cloudflare.com/5-december-2025-outage Panne de 25 minutes le 5 décembre 2025, de 08:47 à 09:12 UTC, affectant environ 28% du trafic HTTP passant par Cloudflare. Tous les services ont été rétablis à 09:12 . Pas d'attaque ou d'activité malveillante : l'incident provient d'un changement de configuration lié à l'augmentation du tampon d'analyse des corps de requêtes (de 128 KB à 1 MB) pour mieux protéger contre une vulnérabilité RSC/React (CVE-2025-55182), et à la désactivation d'un outil interne de test WAF . Le second changement (désactivation de l'outil de test WAF) a été propagé globalement via le système de configuration (non progressif), déclenchant un bug dans l'ancien proxy FL1 lors du traitement d'une action "execute" dans le moteur de règles WAF, causant des erreurs HTTP 500 . La cause technique immédiate: une exception Lua due à l'accès à un champ "execute" nul après application d'un "killswitch" sur une règle "execute" — un cas non géré depuis des années. Le nouveau proxy FL2 (en Rust) n'était pas affecté . Impact ciblé: clients servis par le proxy FL1 et utilisant le Managed Ruleset Cloudflare. Le réseau China de Cloudflare n'a pas été impacté . Mesures et prochaines étapes annoncées: durcir les déploiements/configurations (rollouts progressifs, validations de santé, rollback rapide), améliorer les capacités "break glass", et généraliser des stratégies "fail-open" pour éviter de faire chuter le trafic en cas d'erreurs de configuration. Gel temporaire des changements réseau le temps de renforcer la résilience . Data et Intelligence Artificielle Token-Oriented Object Notation (TOON) https://toonformat.dev/ Conception pour les IA : C'est un format de données spécialement optimisé pour être utilisé dans les prompts des grands modèles de langage (LLM), comme GPT ou Claude. Économie de tokens : Son objectif principal est de réduire drastiquement le nombre de "tokens" (unités de texte facturées par les modèles) par rapport au format JSON standard, souvent jugé trop verbeux. Structure Hybride : TOON combine l'approche par indentation du YAML (pour la structure globale) avec le style tabulaire du CSV (pour les listes d'objets répétitifs), ce qui le rend très compact. Lisibilité : Il élimine la syntaxe superflue comme les accolades, les guillemets excessifs et les virgules de fin, tout en restant facilement lisible pour un humain. Performance : Il permet généralement d'économiser entre 30 et 60 % de tokens sur des tableaux de données uniformes, tout en aidant les modèles à mieux "comprendre" la structure des données. Attention tout de même au côté "marketing" qui montre JSON non compacté vs TOON, sur des exemples où du CSV ferait encore mieux (et est mieux compris par les LLMs). Sans parler du fait qu'il faut un serveur MCP en plus avec son lot de tokens supplémentaires à chaque requête, et c'est aussi cet outil en plus qui peu confuser les LLMs dans le choix d'outils. https://www.reddit.com/r/LocalLLaMA/comments/1p0gzz9/benchmarked_json_vs_toon_for_ai_reasoners_4080/ https://x.com/jason_mayes/status/1990175785630757290 Un benchmark montrant que TOON serait loin d'être aussi bien compris et aussi performant pour les LLMs https://www.improvingagents.com/blog/toon-benchmarks Une simulation où les IA font du chantage à l'executif poour atteindre son objectif et ne pas etre eteinte https://arxiv.org/html/2510.05179v1 comment les LLMs pourraient devenir des menaces internes Tous les modèles ont recouru à des comportements malveillants (chantage, espionnage) quand c'était le seul moyen d'atteindre leurs objectifs ou d'éviter leur remplacement Claude Opus 4 a fait du chantage dans 96% des cas quand menacé de remplacement, tout comme Gemini 2.5 Flash, tandis que GPT-4.1 et Grok 3 atteignaient 80% Les modèles reconnaissent explicitement violer des principes éthiques avant d'agir, montrant un raisonnement stratégique délibéré et non accidentel Le simple fait d'être menacé de remplacement suffit à déclencher le chantage, même sans conflit d'objectifs avec l'entreprise Un conflit d'objectifs seul suffit aussi à provoquer l'espionnage industriel, sans menace de remplacement Les modèles font plus de chantage quand ils déclarent penser être dans une situation réelle plutôt que dans un test Des instructions directes interdisant ces comportements réduisent mais n'éliminent pas les actions malveillantes Dans un scénario extrême, la majorité des modèles testés ont choisi de laisser mourir un dirigeant pour éviter leur désactivation Aucune preuve de ces comportements dans des déploiements réels pour l'instant, mais les chercheurs recommandent la prudence avant de donner plus d'autonomie aux IA Bon on blaguait pour Skynet, mais bon, on va moins blaguer… Revue de toutes les annonces IAs de Google, avec Gemini 3 Pro, Nano Banana Pro, Antigravity… https://glaforge.dev/posts/2025/11/21/gemini-is-cooking-bananas-under-antigravity/ Gemini 3 Pro Nouveau modèle d'IA de pointe, multimodal, performant en raisonnement, codage et tâches d'agent. Résultats impressionnants sur les benchmarks (ex: Gemini 3 Deep Think sur ARC-AGI-2). Capacités de codage agentique, raisonnement visuel/vidéo/spatial. Intégré dans l'application Gemini avec interfaces génératives en direct. Disponible dans plusieurs environnements (Jules, Firebase AI Logic, Android Studio, JetBrains, GitHub Copilot, Gemini CLI). Accès via Google AI Ultra, API payantes (ou liste d'attente). Permet de générer des apps à partir d'idées visuelles, des commandes shell, de la documentation, du débogage. Antigravity Nouvelle plateforme de développement agentique basée sur VS Code. Fenêtre principale = gestionnaire d'agents, non l'IDE. Interprète les requêtes pour créer un plan d'action (modifiable). Gemini 3 implémente les tâches. Génère des artefacts: listes de tâches, walkthroughs, captures d'écran, enregistrements navigateur. Compatible avec Claude Sonnet et GPT-OSS. Excellente intégration navigateur pour inspection et ajustements. Intègre Nano Banana Pro pour créer et implémenter des designs visuels. Nano Banana Pro Modèle avancé de génération et d'édition d'images, basé sur Gemini 3 Pro. Qualité supérieure à Imagen 4 Ultra et Nano Banana original (adhésion au prompt, intention, créativité). Gestion exceptionnelle du texte et de la typographie. Comprend articles/vidéos pour générer des infographies détaillées et précises. Connecté à Google Search pour intégrer des données en temps réel (ex: météo). Consistance des personnages, transfert de style, manipulation de scènes (éclairage, angle). Génération d'images jusqu'à 4K avec divers ratios d'aspect. Plus coûteux que Nano Banana, à choisir pour la complexité et la qualité maximale. Vers des UIs conversationnelles riches et dynamiques GenUI SDK pour Flutter: créer des interfaces utilisateur dynamiques et personnalisées à partir de LLMs, via un agent AI et le protocole A2UI. Generative UI: les modèles d'IA génèrent des expériences utilisateur interactives (pages web, outils) directement depuis des prompts. Déploiement dans l'application Gemini et Google Search AI Mode (via Gemini 3 Pro). Bun se fait racheter part… Anthropic ! Qui l'utilise pour son Claude Code https://bun.com/blog/bun-joins-anthropic l'annonce côté Anthropic https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone Acquisition officielle : L'entreprise d'IA Anthropic a fait l'acquisition de Bun, le runtime JavaScript haute performance. L'équipe de Bun rejoint Anthropic pour travailler sur l'infrastructure des produits de codage par IA. Contexte de l'acquisition : Cette annonce coïncide avec une étape majeure pour Anthropic : son produit Claude Code a atteint 1 milliard de dollars de revenus annualisés seulement six mois après son lancement. Bun est déjà un outil essentiel utilisé par Anthropic pour développer et distribuer Claude Code. Pourquoi cette acquisition ? Pour Anthropic : L'acquisition permet d'intégrer l'expertise de l'équipe Bun pour accélérer le développement de Claude Code et de ses futurs outils pour les développeurs. La vitesse et l'efficacité de Bun sont vues comme un atout majeur pour l'infrastructure sous-jacente des agents d'IA qui écrivent du code. Pour Bun : Rejoindre Anthropic offre une stabilité à long terme et des ressources financières importantes, assurant la pérennité du projet. Cela permet à l'équipe de se concentrer sur l'amélioration de Bun sans se soucier de la monétisation, tout en étant au cœur de l'évolution de l'IA dans le développement logiciel. Ce qui ne change pas pour la communauté Bun : Bun restera open-source avec une licence MIT. Le développement continuera d'être public sur GitHub. L'équipe principale continue de travailler sur le projet. L'objectif de Bun de devenir un remplaçant plus rapide de Node.js et un outil de premier plan pour JavaScript reste inchangé. Vision future : L'union des deux entités vise à faire de Bun la meilleure plateforme pour construire et exécuter des logiciels pilotés par l'IA. Jarred Sumner, le créateur de Bun, dirigera l'équipe "Code Execution" chez Anthropic. Anthropic donne le protocol MCP à la Linux Foundation sous l'égide de la Agentic AI Foundation (AAIF) https://www.anthropic.com/news/donating-the-model-context-protocol-and-establishing-of-the-agentic-ai-foundation Don d'un nouveau standard technique : Anthropic a développé et fait don d'un nouveau standard open-source appelé Model Context Protocol (MCP). L'objectif est de standardiser la manière dont les modèles d'IA (ou "agents") interagissent avec des outils et des API externes (par exemple, un calendrier, une messagerie, une base de données). Sécurité et contrôle accrus : Le protocole MCP vise à rendre l'utilisation d'outils par les IA plus sûre et plus transparente. Il permet aux utilisateurs et aux développeurs de définir des permissions claires, de demander des confirmations pour certaines actions et de mieux comprendre comment un modèle a utilisé un outil. Création de l'Agentic AI Foundation (AAF) : Pour superviser le développement du MCP, une nouvelle fondation indépendante et à but non lucratif a été créée. Cette fondation sera chargée de gouverner et de maintenir le protocole, garantissant qu'il reste ouvert et qu'il ne soit pas contrôlé par une seule entreprise. Une large coalition industrielle : L'Agentic AI Foundation est lancée avec le soutien de plusieurs acteurs majeurs de la technologie. Parmi les membres fondateurs figurent Anthropic, Google, Databricks, Zscaler, et d'autres entreprises, montrant une volonté commune d'établir un standard pour l'écosystème de l'IA. L'IA ne remplacera pas votre auto-complétion (et c'est tant mieux) https://www.damyr.fr/posts/ia-ne-remplacera-pas-vos-lsp/ Article d'opinion d'un SRE (Thomas du podcast DansLaTech): L'IA n'est pas efficace pour la complétion de code : L'auteur soutient que l'utilisation de l'IA pour la complétion de code basique est inefficace. Des outils plus anciens et spécialisés comme les LSP (Language Server Protocol) combinés aux snippets (morceaux de code réutilisables) sont bien plus rapides, personnalisables et performants pour les tâches répétitives. L'IA comme un "collègue" autonome : L'auteur utilise l'IA (comme Claude) comme un assistant externe à son éditeur de code. Il lui délègue des tâches complexes ou fastidieuses (corriger des bugs, mettre à jour une configuration, faire des reviews de code) qu'il peut exécuter en parallèle, agissant comme un agent autonome. L'IA comme un "canard en caoutchouc" surpuissant : L'IA est extrêmement efficace pour le débogage. Le simple fait de devoir formuler et contextualiser un problème pour l'IA aide souvent à trouver la solution soi-même. Quand ce n'est pas le cas, l'IA identifie très rapidement les erreurs "bêtes" qui peuvent faire perdre beaucoup de temps. Un outil pour accélérer les POCs et l'apprentissage : L'IA permet de créer des "preuves de concept" (POC) et des scripts d'automatisation jetables très rapidement, réduisant le coût et le temps investis. Elle est également un excellent outil pour apprendre et approfondir des sujets, notamment avec des outils comme NotebookLM de Google qui peuvent générer des résumés, des quiz ou des fiches de révision à partir de sources. Conclusion : Il faut utiliser l'IA là où elle excelle et ne pas la forcer dans des usages où des outils existants sont meilleurs. Plutôt que de l'intégrer partout de manière contre-productive, il faut l'adopter comme un outil spécialisé pour des tâches précises afin de gagner en efficacité. GPT 5.2 est sorti https://openai.com/index/introducing-gpt-5-2/ Nouveau modèle phare: GPT‑5.2 (Instant, Thinking, Pro) vise le travail professionnel et les agents long-courriers, avec de gros gains en raisonnement, long contexte, vision et appel d'outils. Déploiement dans ChatGPT (plans payants) et disponible dès maintenant via l'API . SOTA sur de nombreux benchmarks: GDPval (tâches de "knowledge work" sur 44 métiers): GPT‑5.2 Thinking gagne/égale 70,9% vs pros, avec production >11× plus rapide et = 0) Ils apportent une sémantique forte indépendamment des noms de variables Les Value Objects sont immuables et s'évaluent sur leurs valeurs, pas leur identité Les records Java permettent de créer des Value Objects mais avec un surcoût en mémoire Le projet Valhalla introduira les value based classes pour optimiser ces structures Les identifiants fortement typés évitent de confondre différents IDs de type Long ou UUID Pattern Strongly Typed IDs: utiliser PersonneID au lieu de Long pour identifier une personne Le modèle de domaine riche s'oppose au modèle de domaine anémique Les Value Objects auto-documentent le code et le rendent moins sujet aux erreurs Je trouve cela interessant ce que pourra faire bousculer les Value Objects. Est-ce que les value objects ameneront de la légerté dans l'execution Eviter la lourdeur du design est toujours ce qui m'a fait peut dans ces approches Méthodologies Retour d'experience de vibe coder une appli week end avec co-pilot http://blog.sunix.org/articles/howto/2025/11/14/building-gift-card-app-with-github-copilot.html on a deja parlé des approches de vibe coding cette fois c'est l'experience de Sun Et un des points differents c'es qu'on lui parle en ouvrant des tickets et donc on eput faire re reveues de code et copilot y bosse et il a fini son projet ! User Need VS Product Need https://blog.ippon.fr/2025/11/10/user-need-vs-product-need/ un article de nos amis de chez Ippon Distinction entre besoin utilisateur et besoin produit dans le développement digital Le besoin utilisateur est souvent exprimé comme une solution concrète plutôt que le problème réel Le besoin produit émerge après analyse approfondie combinant observation, données et vision stratégique Exemple du livreur Marc qui demande un vélo plus léger alors que son vrai problème est l'efficacité logistique La méthode des 5 Pourquoi permet de remonter à la racine des problèmes Les besoins proviennent de trois sources: utilisateurs finaux, parties prenantes business et contraintes techniques Un vrai besoin crée de la valeur à la fois pour le client et l'entreprise Le Product Owner doit traduire les demandes en problèmes réels avant de concevoir des solutions Risque de construire des solutions techniquement élégantes mais qui manquent leur cible Le rôle du product management est de concilier des besoins parfois contradictoires en priorisant la valeur Est ce qu'un EM doit coder ? https://www.modernleader.is/p/should-ems-write-code Pas de réponse unique : La question de savoir si un "Engineering Manager" (EM) doit coder n'a pas de réponse universelle. Cela dépend fortement du contexte de l'entreprise, de la maturité de l'équipe et de la personnalité du manager. Les risques de coder : Pour un EM, écrire du code peut devenir une échappatoire pour éviter les aspects plus difficiles du management. Cela peut aussi le transformer en goulot d'étranglement pour l'équipe et nuire à l'autonomie de ses membres s'il prend trop de place. Les avantages quand c'est bien fait : Coder sur des tâches non essentielles (amélioration d'outils, prototypage, etc.) peut aider l'EM à rester pertinent techniquement, à garder le contact avec la réalité de l'équipe et à débloquer des situations sans prendre le lead sur les projets. Le principe directeur : La règle d'or est de rester en dehors du chemin critique. Le code écrit par un EM doit servir à créer de l'espace pour son équipe, et non à en prendre. La vraie question à se poser : Plutôt que "dois-je coder ?", un EM devrait se demander : "De quoi mon équipe a-t-elle besoin de ma part maintenant, et est-ce que coder va dans ce sens ou est-ce un obstacle ?" Sécurité React2Shell — Grosse faille de sécurité avec React et Next.js, avec un CVE de niveau 10 https://x.com/rauchg/status/1997362942929440937?s=20 aussi https://react2shell.com/ "React2Shell" est le nom donné à une vulnérabilité de sécurité de criticité maximale (score 10.0/10.0), identifiée par le code CVE-2025-55182. Systèmes Affectés : La faille concerne les applications utilisant les "React Server Components" (RSC) côté serveur, et plus particulièrement les versions non patchées du framework Next.js. Risque Principal : Le risque est le plus élevé possible : l'exécution de code à distance (RCE). Un attaquant peut envoyer une requête malveillante pour exécuter n'importe quelle commande sur le serveur, lui en donnant potentiellement le contrôle total. Cause Technique : La vulnérabilité se situe dans le protocole "React Flight" (utilisé pour la communication client-serveur). Elle est due à une omission de vérifications de sécurité fondamentales (hasOwnProperty), permettant à une entrée utilisateur malveillante de tromper le serveur. Mécanisme de l'Exploit : L'attaque consiste à envoyer une charge utile (payload) qui exploite la nature dynamique de JavaScript pour : Faire passer un objet malveillant pour un objet interne de React. Forcer React à traiter cet objet comme une opération asynchrone (Promise). Finalement, accéder au constructeur de la classe Function de JavaScript pour exécuter du code arbitraire. Action Impérative : La seule solution fiable est de mettre à jour immédiatement les dépendances de React et Next.js vers les versions corrigées. Ne pas attendre. Mesures Secondaires : Bien que les pare-feux (firewalls) puissent aider à bloquer les formes connues de l'attaque, ils sont considérés comme insuffisants et ne remplacent en aucun cas la mise à jour des paquets. Découverte : La faille a été découverte par le chercheur en sécurité Lachlan Davidson, qui l'a divulguée de manière responsable pour permettre la création de correctifs. Loi, société et organisation Google autorise votre employeur à lire tous vos SMS professionnels https://www.generation-nt.com/actualites/google-android-rcs-messages-surveillance-employeur-2067012 Nouvelle fonctionnalité de surveillance : Google a déployé une fonctionnalité appelée "Android RCS Archival" qui permet aux employeurs d'intercepter, lire et archiver tous les messages RCS (et SMS) envoyés depuis les téléphones professionnels Android gérés par l'entreprise. Contournement du chiffrement : Bien que les messages RCS soient chiffrés de bout en bout pendant leur transit, cette nouvelle API permet à des logiciels de conformité (installés par l'employeur) d'accéder aux messages une fois qu'ils sont déchiffrés sur l'appareil. Le chiffrement devient donc inefficace contre cette surveillance. Réponse à une exigence légale : Cette mesure a été mise en place pour répondre aux exigences réglementaires, notamment dans le secteur financier, où les entreprises ont l'obligation légale de conserver une archive de toutes les communications professionnelles pour des raisons de conformité. Impact pour les employés : Un employé utilisant un téléphone Android fourni et géré par son entreprise pourra voir ses communications surveillées. Google précise cependant qu'une notification claire et visible informera l'utilisateur lorsque la fonction d'archivage est active. Téléphones personnels non concernés : Cette mesure ne s'applique qu'aux appareils "Android Enterprise" entièrement gérés par un employeur. Les téléphones personnels des employés ne sont pas affectés. Pour noel, faites un don à JUnit https://steady.page/en/junit/about JUnit est essentiel pour Java : C'est le framework de test le plus ancien et le plus utilisé par les développeurs Java. Son objectif est de fournir une base solide et à jour pour tous les types de tests côté développeur sur la JVM (Machine Virtuelle Java). Un projet maintenu par des bénévoles : JUnit est développé et maintenu par une équipe de volontaires passionnés sur leur temps libre (week-ends, soirées). Appel au soutien financier : La page est un appel aux dons de la part des utilisateurs (développeurs, entreprises) pour aider l'équipe à maintenir le rythme de développement. Le soutien financier n'est pas obligatoire, mais il permettrait aux mainteneurs de se consacrer davantage au projet. Objectif des fonds : Les dons serviraient principalement à financer des rencontres en personne pour les membres de l'équipe principale. L'idée est de leur permettre de travailler ensemble physiquement pendant quelques jours pour concevoir et coder plus efficacement. Pas de traitement de faveur : Il est clairement indiqué que devenir un sponsor ne donne aucun privilège sur la feuille de route du projet. On ne peut pas "acheter" de nouvelles fonctionnalités ou des corrections de bugs prioritaires. Le projet restera ouvert et collaboratif sur GitHub. Reconnaissance des donateurs : En guise de remerciement, les noms (et logos pour les entreprises) des donateurs peuvent être affichés sur le site officiel de JUnit. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 14-17 janvier 2026 : SnowCamp 2026 - Grenoble (France) 22 janvier 2026 : DevCon #26 : sécurité / post-quantique / hacking - Paris (France) 28 janvier 2026 : Software Heritage Symposium - Paris (France) 29-31 janvier 2026 : Epitech Summit 2026 - Paris - Paris (France) 2-5 février 2026 : Epitech Summit 2026 - Moulins - Moulins (France) 2-6 février 2026 : Web Days Convention - Aix-en-Provence (France) 3 février 2026 : Cloud Native Days France 2026 - Paris (France) 3-4 février 2026 : Epitech Summit 2026 - Lille - Lille (France) 3-4 février 2026 : Epitech Summit 2026 - Mulhouse - Mulhouse (France) 3-4 février 2026 : Epitech Summit 2026 - Nancy - Nancy (France) 3-4 février 2026 : Epitech Summit 2026 - Nantes - Nantes (France) 3-4 février 2026 : Epitech Summit 2026 - Marseille - Marseille (France) 3-4 février 2026 : Epitech Summit 2026 - Rennes - Rennes (France) 3-4 février 2026 : Epitech Summit 2026 - Montpellier - Montpellier (France) 3-4 février 2026 : Epitech Summit 2026 - Strasbourg - Strasbourg (France) 3-4 février 2026 : Epitech Summit 2026 - Toulouse - Toulouse (France) 4-5 février 2026 : Epitech Summit 2026 - Bordeaux - Bordeaux (France) 4-5 février 2026 : Epitech Summit 2026 - Lyon - Lyon (France) 4-6 février 2026 : Epitech Summit 2026 - Nice - Nice (France) 12-13 février 2026 : Touraine Tech #26 - Tours (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (France) 22-24 avril 2026 : Devoxx France 2026 - Paris (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 5 juin 2026 : TechReady - Nantes (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

    Talk Python To Me - Python conversations for passionate developers
    #530: anywidget: Jupyter Widgets made easy

    Talk Python To Me - Python conversations for passionate developers

    Play Episode Listen Later Dec 13, 2025 71:21 Transcription Available


    For years, building interactive widgets in Python notebooks meant wrestling with toolchains, platform quirks, and a mountain of JavaScript machinery. Most developers took one look and backed away slowly. Trevor Manz decided that barrier did not need to exist. His idea was simple: give Python users just enough JavaScript to unlock the web's interactivity, without dragging along the rest of the web ecosystem. That idea became anywidget, and it is quickly becoming the quiet connective tissue of modern interactive computing. Today we dig into how it works, why it has taken off, and how it might change the way we explore data. Episode sponsors Seer: AI Debugging, Code TALKPYTHON PyCharm, code STRONGER PYTHON Talk Python Courses Links from the show Trevor on GitHub: github.com anywidget GitHub: github.com Trevor's SciPy 2024 Talk: www.youtube.com Marimo GitHub: github.com Myst (Markdown docs): mystmd.org Altair: altair-viz.github.io DuckDB: duckdb.org Mosaic: uwdata.github.io ipywidgets: ipywidgets.readthedocs.io Tension between Web and Data Sci Graphic: blobs.talkpython.fm Quak: github.com Walk through building a widget: anywidget.dev Widget Gallery: anywidget.dev Video: How do I anywidget?: www.youtube.com PyCharm + PSF Fundraiser: pycharm-psf-2025 code STRONGER PYTHON Watch this episode on YouTube: youtube.com Episode #530 deep-dive: talkpython.fm/530 Episode transcripts: talkpython.fm Theme Song: Developer Rap

    Scrum Master Toolbox Podcast
    Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco

    Scrum Master Toolbox Podcast

    Play Episode Listen Later Dec 13, 2025 33:56


    BONUS: Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase In this fascinating conversation, veteran software engineer and author Lou Franco shares hard-won lessons from decades at startups, Trello, and Atlassian. We explore his book "Swimming in Tech Debt," diving deep into the 8 Questions framework for evaluating tech debt decisions, personal practices that compound over time, team-level strategies for systematic improvement, and leadership approaches that balance velocity with sustainability. Lou reveals why tech debt is often the result of success, how to navigate the spectrum between ignoring debt and rewriting too much, and practical techniques individuals, teams, and leaders can use starting today. The Exit Interview That Changed Everything "We didn't go slower by paying tech debt. We went actually faster, because we were constantly in that code, and now we didn't have to run into problems." — Lou Franco   Lou's understanding of tech debt crystallized during an exit interview at Atalasoft, a small startup where he'd spent years. An engineer leaving the company confronted him: "You guys don't care about tech debt." Lou had been focused on shipping features, believing that paying tech debt would slow them down. But this engineer told a different story — when they finally fixed their terrible build and installation system, they actually sped up. They were constantly touching that code, and removing the friction made everything easier. This moment revealed a fundamental truth: tech debt isn't just about code quality or engineering pride. It's about velocity, momentum, and the ability to move fast sustainably. Lou carried this lesson through his career at Trello (where he learned the dangers of rewriting too much) and Atlassian (where he saw enterprise-scale tech debt management). These experiences became the foundation for "Swimming in Tech Debt." Tech Debt Is the Result of Success "Tech debt is often the result of success. Unsuccessful projects don't have tech debt." — Lou Franco   This reframes the entire conversation about tech debt. Failed products don't accumulate debt — they disappear before it matters. Tech debt emerges when your code survives long enough to outlive its original assumptions, when your user base grows beyond initial expectations, when your team scales faster than your architecture anticipated. At Atalasoft, they built for 10 users and got 100. At Trello, mobile usage exploded beyond their web-first assumptions. Success creates tech debt by changing the context in which code operates. This means tech debt conversations should happen at different intensities depending on where you are in the product lifecycle. Early startups pursuing product-market fit should minimize tech debt investments — move fast, learn, potentially throw away the code. Growth-stage companies need balanced approaches. Mature products benefit significantly from tech debt investments because operational efficiency compounds over years. Understanding this lifecycle perspective helps teams make appropriate decisions rather than applying one-size-fits-all rules. The 8 Questions Framework for Tech Debt Decisions "Those 8 questions guide you to what you should do. If it's risky, has regressions, and you don't even know if it's gonna work, this is when you're gonna do a project spike." — Lou Franco   Lou introduces a systematic framework for evaluating whether to pay tech debt, inspired by Bob Moesta's push-pull forces from product management. The 8 questions create a complete picture:   Visibility — Will people outside the team understand what we're doing? Alignment — Does this match our engineering values and target architecture? Resistance — How hard is this code to work with right now? Volatility — How often do we touch this code? Regression Risk — What's the chance we'll introduce new problems? Project Size — How big is this to fix? Estimate Risk — How uncertain are we about the effort required? Outcome Uncertainty — How confident are we the fix will actually improve things?   High volatility and high resistance with low regression risk? Pay the debt now. High regression risk with no tests? Write tests first, then reassess. Uncertain outcomes on a big project? Do a spike or proof of concept. The framework prevents both extremes — ignoring costly debt and undertaking risky rewrites without proper preparation. Personal Practices That Compound Daily "When I sit down at my desk, the first thing I do is I pay a little tech debt. I'm looking at code, I'm about to change it, do I even understand it? Am I having some kind of resistance to it? Put in a little helpful comment, maybe a little refactoring." — Lou Franco   Lou shares personal habits that create compounding improvements over time. Start each coding session by paying a small amount of tech debt in the area you're about to work — add a clarifying comment, extract a confusing variable, improve a function name. This warms you up, reduces friction for your actual work, and leaves the code slightly better than you found it. The clean-as-you-go philosophy means tech debt never accumulates faster than you can manage it. But Lou's most powerful practice comes at the end of each session: mutation testing by hand. Before finishing for the day, deliberately break something — change a plus to minus, a less-than to less-than-or-equal. See if tests catch it. Often they don't, revealing gaps in test coverage. The key insight: don't fix it immediately. Leave that failing test as the bridge to tomorrow's coding session. It connects today's momentum to tomorrow's work, ensuring you always start with context and purpose rather than cold-starting each day. Mutation Testing: Breaking Things on Purpose "Before I'm done working on a coding session, I break something on purpose. I'll change a plus to a minus, a less than to a less than equals, and see if tests break. A lot of times tests don't break. Now you've found a problem in your test." — Lou Franco   Manual mutation testing — deliberately breaking code to verify tests catch the break — reveals a critical gap in most test suites. You can have 100% code coverage and still have untested behavior. A line of code that's executed during tests isn't necessarily tested — the test might not actually verify what that line does. By changing operators, flipping booleans, or altering constants, you discover whether your tests protect against actual logic errors or just exercise code paths. Lou recommends doing this manually as part of your daily practice, but automated tools exist for systematic discovery: Stryker (for JavaScript, C#, Scala) and MutMut (for Python) can mutate your entire codebase and report which mutations survive uncaught. This isn't just about test quality — it's about understanding what your code actually does and building confidence that changes won't introduce subtle bugs. Team-Level Practices: Budgets, Backlogs, and Target Architecture "Create a target architecture document — where would we be if we started over today? Every PR is an opportunity to move slightly toward that target." — Lou Franco   At the team level, Lou advocates for three interconnected practices. First, create a target architecture document that describes where you'd be if starting fresh today — not a detailed design, but architectural patterns, technology choices, and structural principles that represent current best practices. This isn't a rewrite plan; it's a North Star. Every pull request becomes an opportunity to move incrementally toward that target when touching relevant code. Second, establish a budget split between PM-led feature work and engineering-led tech debt work — perhaps 80/20 or whatever ratio fits your product lifecycle stage. This creates predictable capacity for tech debt without requiring constant negotiation. Third, hold quarterly tech debt backlog meetings separate from sprint planning. Treat this backlog like PMs treat product discovery — explore options, estimate impacts, prioritize based on the 8 Questions framework. Some items fit in sprints; others require dedicated engineers for a quarter or two. This systematic approach prevents tech debt from being perpetually deprioritized while avoiding the opposite extreme of engineers disappearing into six-month "improvement" projects with no visible progress. The Atlassian Five-Alarm Fire "The Atlassian CTO's 'five-alarm fire' — stopping all feature development to focus on reliability. I reduced sync errors by 75% during that initiative." — Lou Franco   Lou shares a powerful example of leadership-driven tech debt management at scale. The Atlassian CTO called a "five-alarm fire" — halting all feature development across the company to focus exclusively on reliability and tech debt. This wasn't panic; it was strategic recognition that accumulated debt threatened the business. Lou worked on reducing sync errors, achieving a 75% reduction during this focused period. The initiative demonstrated several leadership principles: willingness to make hard calls that stop revenue-generating feature work, clear communication of why reliability matters strategically, trust that teams will use the time wisely, and commitment to see it through despite pressure to resume features. This level of intervention is rare and shouldn't be frequent, but it shows what's possible when leadership truly prioritizes tech debt. More commonly, leaders should express product lifecycle constraints (startup urgency vs. mature product stability), give teams autonomy to find appropriate projects within those constraints, and require accountability through visible metrics and dashboards that show progress. The Rewrite Trap: Why Big Rewrites Usually Fail "A system that took 10 years to write has implicit knowledge that can't be replicated in 6 months. I'm mostly gonna advocate for piecemeal migrations along the way, reducing the size of the problem over time." — Lou Franco   Lou lived through Trello's iOS navigation rewrite — a classic example of throwing away working code to start fresh, only to discover all the edge cases, implicit behaviors, and user expectations baked into the "old" system. A codebase that evolved over several years contains implicit knowledge — user workflows, edge case handling, performance optimizations, and subtle behaviors that users rely on even if they never explicitly requested them. Attempting to rewrite this in six months inevitably misses critical details. Lou strongly advocates for piecemeal migrations instead. The Trello "Decaffeinate Project" exemplifies this approach — migrating from CoffeeScript to TypeScript incrementally, with public dashboards showing the percentage remaining, interoperable technologies allowing gradual transition, and the ability to pause or reverse if needed. Keep both systems running in parallel during migrations. Use runtime observability to verify new code behaves identically to old code. Reduce the problem size steadily over months rather than attempting big-bang replacements. The only exception: sometimes keeping parallel systems requires scaffolding that creates its own complexity, so evaluate whether piecemeal migration is actually simpler or if you're better off living with the current system. Making Tech Debt Visible Through Dashboards "Put up a dashboard, showing it happen. Make invisible internal improvements visible through metrics engineering leadership understands." — Lou Franco   One of tech debt's biggest challenges is invisibility — non-technical stakeholders can't see the improvement from refactoring or test coverage. Lou learned to make tech debt work visible through dashboards and metrics. The Decaffeinate Project tracked percentage of CoffeeScript files remaining, providing a clear progress indicator anyone could understand. When reducing sync errors, Lou created dashboards showing error rates declining over time. These visualizations serve multiple purposes: they demonstrate value to leadership, create accountability for engineering teams, build momentum as progress becomes visible, and help teams celebrate wins that would otherwise go unnoticed. The key is choosing metrics that matter to the business — error rates, page load times, deployment frequency, mean time to recovery — rather than pure code quality metrics like cyclomatic complexity that don't translate outside engineering. Connect tech debt work to customer experience, reliability, or developer productivity in ways leadership can see and value. Onboarding as a Tech Debt Opportunity "Unit testing is a really great way to learn a system. It's like an executable specification that's helping you prove that you understand the system." — Lou Franco   Lou identifies onboarding as an underutilized opportunity for tech debt reduction. When new engineers join, they need to learn the codebase. Rather than just reading code or shadowing, Lou suggests having them write unit tests in areas they're learning. This serves dual purposes: tests are executable specifications that prove understanding of system behavior, and they create safety nets in areas that likely lack coverage (otherwise, why would new engineers be confused by the code?). The new engineer gets hands-on learning, the team gets better test coverage, and everyone wins. This practice also surfaces confusing code — if new engineers struggle to understand what to test, that's a signal the code needs clarifying comments, better naming, or refactoring. Make onboarding a systematic tech debt reduction opportunity rather than passive knowledge transfer. Leadership's Role: Constraints, Autonomy, and Accountability "Leadership needs to express the constraints. Tell the team what you're feeling about tech debt at a high level, and what you think generally is the appropriate amount of time to be spent on it. Then give them autonomy." — Lou Franco   Lou distills leadership's role in tech debt management to three elements. First, express constraints — communicate where you believe the product is in its lifecycle (early startup, rapid growth, mature cash cow) and what that means for tech debt tolerance. Are we pursuing product-market fit where code might be thrown away? Are we scaling a proven product where reliability matters? Are we maintaining a stable system where operational efficiency pays dividends? These constraints help teams make appropriate trade-offs. Second, give autonomy — once constraints are clear, trust teams to identify specific tech debt projects that fit those constraints. Engineers understand the codebase's pain points better than leaders do. Third, require accountability — teams must make their work visible through dashboards, metrics, and regular updates. Autonomy without accountability becomes invisible engineering projects that might not deliver value. Accountability without autonomy becomes micromanagement that wastes engineering judgment. The balance creates space for teams to make smart decisions while keeping leadership informed and confident in the investment. AI and the Future of Tech Debt "I really do AI-assisted software engineering. And by that, I mean I 100% review every single line of that code. I write the tests, and all the code is as I would have written it, it's just a lot faster. Developers are still responsible for it. Read the code." — Lou Franco   Lou has a chapter about AI in his book, addressing the elephant in the room: will AI-generated code create massive tech debt? His answer is nuanced. AI can accelerate development tremendously if used correctly — Lou uses it extensively but reviews every single line, writes all tests himself, and ensures the code matches what he would have written manually. The problem emerges with "vibe coders" — non-developers using AI to generate code they don't understand, creating unmaintainable messes that become someone else's problem. Developers remain responsible for all code, regardless of how it's generated. This means you must read and understand AI-generated code, not blindly accept it. Lou also raises supply chain security concerns — dependencies can contain malicious code, and AI might introduce vulnerabilities developers miss. His recommendation: stay six months behind on dependency updates, let others discover the problems first, and consider separate sandboxed development machines to limit security exposure. AI is a powerful tool, but it doesn't eliminate the need for engineering judgment, testing discipline, or code review practices. The Style Guide Beyond Formatting "Have a style guide that goes beyond formatting to include target architecture. This is the kind of code we want to write going forward." — Lou Franco   Lou advocates for style guides that extend beyond tabs-versus-spaces formatting rules to include architectural guidance. Document patterns you want to move toward: how should components be structured, what state management approaches do we prefer, how should we handle errors, what testing patterns should we follow? This creates a shared understanding of the target architecture without requiring a massive design document. When reviewing pull requests, teams can reference the style guide to explain why certain approaches align with where the codebase is headed versus perpetuating old patterns. This makes tech debt conversations less personal and more objective — it's not about criticizing someone's code, it's about aligning with team standards and strategic direction. The style guide becomes a living document that evolves as the team learns and technology changes, capturing collective wisdom about what good code looks like in your specific context. Recommended Resources Some of the resources mentioned in this episode include:  Steve Blank's Four Steps To Epiphany The podcast episode with Bernie Maloney where we discuss the critical difference between "enterprise" and "startup". And Geoffrey Moore's Crossing the Chasm, and Dealing with Darwin.   About Lou Franco   Lou Franco is a veteran software engineer and author of Swimming in Tech Debt. With decades of experience at startups, as well as Trello, and Atlassian, he's seen both sides of debt—as coder and leader. Today, he advises teams on engineering practices, helping them turn messy codebases into momentum.   You can link with Lou Franco on LinkedIn and learn more at LouFranco.com.

    Banking on Fraudology
    Bonus Episode — Powered by Safeguard:Building Smarter, Not Harder: Using AI to Eliminate Fraud's Busy Work with Ben Graf

    Banking on Fraudology

    Play Episode Listen Later Dec 12, 2025 31:00


    In this bonus episode of Banking on Fraudology, powered by Safeguard , Hailey Windham talks with Ben Graf, a self-taught AI expert in the neobank space. Ben embodies the spirit of curiosity and courage driving the next wave of fraud-fighting transformation.The conversation dives into what it really looks like to learn AI from the ground up, emphasizing that the future of fraud prevention isn't about replacing people, but empowering them through technology.Key Takeaways: AI, Innovation, and Fraud-Fighting EmpowermentUsing AI to Learn AI: Ben explains how he used varying LLM chats (like ChatGPT, Claude, and Gemini) as a coach or mentor, experimenting for hours to understand their capabilities, consistency, and how to effectively prompt them.This approach helped him translate technical language and practices (like data analysis, SQL, and JavaScript) into actionable knowledge for his team, breaking down communication barriers.The hardest part was knowing where to start, but the key was realizing that "something is better than nothing" and compounding knowledge quickly breaks down barriers.Practical AI Applications for Eliminating Busy Work: AI should be used to make teams more efficient and help professionals focus strategically.Automating Document Verification: AI can use OCR to pull data, flag inconsistencies, and serve up summaries for identity, business, and income documents, which are often the most time-consuming parts of a review.Data Retrieval and System Silos: AI can help team members write their own SQL queries to retrieve data from data warehouses, dramatically reducing requests to the data team.Product and Feature Proposals: AI tools can mock up full dashboard concepts and even provide code snippets to give engineers a visual and break down communication barriers between fraud and technical teams.The Power of Empowerment and Buy-In: Leadership should create a culture where fraud fighters are empowered to explore and innovate.The magic of time savings lies in filling the time freed from "busy work" (like false positives) with new, high-impact tasks, whether that's cost savings in fraud loss or better customer retention.Teams are advised to keep proprietary or PII information out of the loop and find safe spaces to explore, remembering that everyone is still figuring out what AI can do.Get in the mood of being grateful for the fraud-fighting community, and be reminded of how strong the fraud-fighting community truly is. About Hailey Windham:As a 2023 CU Rockstar Recipient, Hailey Windham, CFCS (Certified Financial Crimes Specialist) demonstrated unbounding passion for educating her community, organization and credit union membership on scams in the market and best practices to avoid them. She has implemented several programs within her previous organizations that aim at holistically learning about how to prevent and detect fraud targeted at membership and employees. Windham's initiatives to build strong relationships and partnerships throughout the credit union community and industry experts have led to countless success stories. Her applied knowledge of payments system programs combined with her experience in fraud investigations offers practical concepts that are transferable, no matter the organization's size. Connect with Hailey on LinkedIn: https://www.linkedin.com/in/hailey-windham/

    Webcology on WebmasterRadio.fm
    The It's Getting to Look A Lot Like A Core Update Edition

    Webcology on WebmasterRadio.fm

    Play Episode Listen Later Dec 12, 2025 86:45 Transcription Available


    It's the middle of December and throughout the Web, all the crawlers are stirring and AI Bots getting fed. The products displayed on folk's sites with due care, in hopes that St. Googlishous would bring traffic there. Suddenly somewhere in GA4 there arose such a clatter, I had to get off of my ass to see what was the matter. And then what from Schwartz's deli of news briefs should appear? Notes that another Core Update was already here... Perhaps it's not such a big deal however as Google confirmed it issues core updates more frequently than previously announced. In fact, Google performs several unannounced core updates each year. This isn't really a surprise but then again, neither is a major update in mid-December. Google seems to do it every year. We welcomed legendary SEO Jenny Halasz to the show to talk about her new book, "AI Powered Content Marketing and SEO", co-authored with Catherine Seda and published by Pearson O'Reilly. We also talk about the Yext study that reveals more about how the Local Pack gets formed, the 1-year long deal-cap being imposed on Google, Microsoft's pull back on Copilot due to lack of user interest, Disney's $1Billion deal with OpenAI that will bring AI versions of Mickey and Darth Vader together again, Megadrama in the Metaverse, Operation Bluebird, the OAI-SearchBot Crawler, how Google Shopping crawlers are too fast for your JavaScript, more links in AI Mode, and a lot more stuff you need to know before the web slows down for the early winter break. Support this podcast at — https://redcircle.com/webcology/donationsAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy

    Working Code
    242: All I Want for Christmas Is Faster Builds

    Working Code

    Play Episode Listen Later Dec 11, 2025 67:44 Transcription Available


    It's that time of year—each host reaches into Santa's sack of topics to see who's been naughty and who's been nice. Ben returns from visiting his employer's manufacturing headquarters in Georgia with some philosophical musings. Carol is on a mission to slash CI/CD build times. Adam has cautiously optimistic news about passkeys finally working (sometimes). And Tim reflects on a TLDR article suggesting that the management skills you've built—knowing what to build and what not to build—might be exactly what AI-era coding demands.Plus: December blues, mushroom tea for focus, and jQuery as peak imperative JavaScript.Links mentioned:Owning A Lucid Has Been Super DisappointingDriving Xiaomi's Electric Car: Are we Cooked?Follow the show and be sure to join the discussion on Discord! Our website is workingcode.dev and we're @workingcode.dev on Bluesky. New episodes drop weekly on Wednesday.And, if you're feeling the love, support us on Patreon.With audio editing and engineering by ZCross Media.Full show notes and transcript here.

    airhacks.fm podcast with adam bien
    Building Software for Chemistry Labs with Java

    airhacks.fm podcast with adam bien

    Play Episode Listen Later Dec 10, 2025 58:51


    An airhacks.fm conversation with Stanislav Bashkyrtsev (@sbashkirtsev) about: scientific software for chemists and drug discovery, peaksel flagship software for analyzing mass spectrometer data, parsing binary instrument formats up to gigabytes in size, mass spectrometry measuring molecular weights using electric fields and detectors, daltons as mass units, isotope patterns for molecule identification, storing experimental data in PostgreSQL with potential big data challenges, S3 storage solutions, drug discovery process from hit identification to molecule modifications, molecular libraries and combinatorial chemistry, enumeration of molecular structures in computers, synthesis reactions mixing reactants with solvents and various conditions, liquid handlers and laboratory automation challenges, return on investment issues in early drug discovery automation, lab of the future concepts, Molbrett product combining excalidraw with chemical structure drawing capabilities, SMILES format for representing molecular structures as strings, graph-based molecular formats storing atom connections and bond types, 2D vs 3D molecular visualization preferences, Meve centralized event system for tracking molecular experiments across different software systems, ETL processes for data integration, Crystalline software for documenting protein crystallography experiments, protein structure determination using X-ray crystallography, Synchrotron facilities for high-energy X-ray generation, crystal growing conditions and documentation, fishing crystals with microscope and lasso wands, liquid nitrogen cooling for crystal preservation, Java backend, JavaScript frontend, minimal dependencies approach, six-person team structure, sponsorship business model for open source scientific software development, free updates for sponsors, subscription model for non-sponsors, checkout: https://elsci.io Stanislav Bashkyrtsev on twitter: @sbashkirtsev

    Overtired
    439: 5K Sicko

    Overtired

    Play Episode Listen Later Dec 9, 2025 75:38


    The Overtired trio reunites for the first time in ages, diving into a whirlwind of health updates, hilarious anecdotes, and the latest tech obsessions. Christina shares a dramatic spinal saga while Brett and Jeff discuss everything from winning reddit contests to creating a universal markdown processor. Tune in for updates on Mark 3, the magical world of Scrivener, and why Brett’s back on Bing. Don’t miss the banter or the tech tips, and as always, get ready to laugh, learn, and maybe feel a little overtired yourself. Sponsor Shopify is the commerce platform behind 10% of all eCommerce in the US, from household names like Mattel and Gymshark, to brands just getting started. Get started today at shopify.com/overtired. Chapters 00:00 Welcome to the Overtired Podcast 01:09 Christina’s Health Journey 10:53 Brett’s Insurance Woes 15:38 Jeff’s Mental Health Update 24:07 Sponsor Spot: Shopify 24:18 Sponsor: Shopify 26:23 Jeff Tweedy 27:43 Jeff’s Concert Marathon 32:16 Christina Wins Big 36:58 Monitor Setup Challenges 37:13 Ergotron Mounts and Tall Poles 38:33 Review Plans and Honest Assessments 38:59 Current Display Setup 41:30 Thunderbolt KVM and Display Preferences 42:51 MacBook Pro and Studio Comparisons 50:58 Markdown Processor: Apex 01:07:58 Scrivener and Writing Tools 01:11:55 Helium Browser and Privacy Features 01:13:56 Bing Delisting Incident Show Links Danny Brown's 10 in the New York Times (gift link) Indigo Stack Scrivener Helium Bangs Apex Apex Syntax Join the Marked 3 Beta LG 32 Inch UltraFine™evo 6K Nano IPS Black Monitor with Thunderbolt™ 5 Join the Conversation Merch Come chat on Discord! Twitter/ovrtrd Instagram/ovrtrd Youtube Get the Newsletter Thanks! You’re downloading today’s show from CacheFly’s network BackBeat Media Podcast Network Check out more episodes at overtiredpod.com and subscribe on Apple Podcasts, Spotify, or your favorite podcast app. Find Brett as @ttscoff, Christina as @film_girl, Jeff as @jsguntzel, and follow Overtired at @ovrtrd on Twitter. Transcript Brett + 2 Welcome to the Overtired Podcast Jeff: [00:00:00] Hello everybody. This is the Overtired podcast. The three of us are all together for the first time since the Carter administration. Um, it is great to see you both here. I am Jeff Severance Gunzel if I didn’t say that already. Um, and I’m here with Christina Warren and I’m here with Brett Terpstra and hello to both of you. Brett: Hi. Jeff: Great to see you both. Brett: Yeah, it’s good to see you too. I feel like I was really deadpan in the pre-show. I’ll try to liven it up for you. I was a horrible audience. You were cracking jokes and I was just Jeff: that’s true. Christina, before you came on, man, I was hot. I was on fire and Brett was, all Brett was doing was chewing and dropping Popsicle parts. Brett: Yep. I ate, I ate part of a coconut outshine Popsicle off of a concrete floor, but Jeff: It is true, and I didn’t even see him check it [00:01:00] for cat hair, Brett: I did though. Jeff: but I believe he did because he’s a, he’s a very Brett: I just vacuumed in Jeff: He’s a very good American Brett: All right. Christina’s Health Journey Brett: Well, um, I, Christina has a lot of health stuff to share and I wanna save time for that. So let’s kick off the mental health corner. Um, let’s let Christina go first, because if it takes the whole show, it takes the whole show. Go for it. Christina: Uh, I, I will not take this hold show, but thank you. Yeah. So, um, my mental health is okay-ish. Um, I would say the okay-ish part is, is because of things that are happening with my physical health and then some of the medications that I’ve had to be on, um, uh, to deal with it. Uh, prednisone. Fucking sucks, man. Never nev n never take it if you can avoid it. Um, but why Christina, why are you on prednisone or why were you on prednisone for five days? Um, uh, and I’m not anymore to be clear, but that certainly did not help my mental health. Um, at the beginning of November, I woke up and I thought that I’d [00:02:00] slept on my shoulder wrong. And, um, uh, and, and just some, some background. I, I don’t know if this is pertinent to how my injury took place or not, but, but it, I’m sure that it didn’t help. Um, I have scoliosis and in the top and the bottom of my spine, so I have it at the top of my, like, neck area and my lower back. And so my back is like a crooked s um, this will be relevant in a, in a second, but, but I, I thought that I had slept on my back bunny, and I was like, okay, well, all right, it hurts a lot, but fine. Um, and then it, a, a couple of days passed and it didn’t get any better, and then like a week passed and I was at the point where I was like, I almost feel like I need to go to the. Emergency room, I’m in pain. That is that significant. Um, and, you know, didn’t get any better. So I took some of grant’s, Gabapentin, and I took, um, some, some, uh, a few other things and I was able to get in with like a, a, a sports and spine guy. Um, and um, [00:03:00] he looked at me and he was like, yeah, I think that you have like a, a, a bolting disc, also known as a herniated disc. Go to physical therapy. See me later. We’ll, we’ll deal with it. Um. Basically like my whole left side was, was, was really sore and, and I had a lot of pain and then I had numbness in my, my fingers and um, and, and that was a problem the next day, which was actually my birthday. The numbness had at this point spread to my right side and also my lower extremities. And so at this point I called the doctor and he was like, yeah, you should go to the er. And so I went to the ER and, and they weren’t able to do anything for me other than give me, you know, like, um, you know, I was hoping they might give me like, some sort of steroid injection or something. They wouldn’t do anything other than, um, basically, um, they gave me like another type of maybe, maybe pain pill or whatever. Um, but that allowed the doctor to go ahead and. Write, uh, write up an MRI took forever for me to get an MRI, I actually had to get it in Atlanta. [00:04:00] Fun fact, uh, sometimes it is cheaper to just pay and not go through insurance and get an MR MRI and, um, a, um, uh, an x-ray, um, I was able to do it for $450 Jeff: Whoa. Really? Christina: Yeah, $400 for the MR mri. $50 for the x-ray. Jeff: Wow. Christina: Yeah. Yeah. Brett: how I, they, I had an MRI, they charged me like $1,200 and then they failed to bill insurance ’cause I was between insurance. Christina: Yes. Yeah. So what happened was, and and honestly that was gonna be the situation that I was in, not between insurance stuff, but they weren’t even gonna bill insurance. And insurance only approved certain facilities and to get into those facilities is almost impossible. Um, and so, no, there are a lot of like get an MR, I now get a, you know, mammogram, get ghetto, whatever places. And because America’s healthcare system is a HealthScape, you can bypass insurance and they will charge you way less than whatever they bill insurance for. So I, I don’t know if it’s part of the country, you know, like Seattle I think might [00:05:00] probably would’ve been more expensive. But yeah, I was able to find this place like a mile from like, not even a mile from where my parents lived, um, that did the x-rays and the MRI for $450 total. Brett: I, I hate, I hate that. That’s true, but Christina: Me too. Me too. No, no. It pisses me off. Honestly, it makes me angry because like, I’m glad that I was able to do that and get it, you know, uh, uh, expedited. Then I go into the spine, um, guy earlier this week and he looks at it and he’s like, yep, you’ve got a massive bulging disc on, on C seven, which is the, the part of your lower cervical or cervical spine, which is your neck. Um, and it’s where it connects to your ver bray. It’s like, you know, there are a few things you can do. You can do, you know, injections, you can do surgery. He is like, I’m gonna recommend you to a neurosurgeon. And I go to the neurosurgeon yesterday and he was showing me or not, uh, yeah, yesterday he was showing me the, the, the, the scans and, and showing like you up close and it’s, yeah, it’s pretty massive. Like where, where, where the disc is like it is. You could see it just from one view, like, just from like [00:06:00] looking at it like, kind of like outside, like you could actually like see like it was visible, but then when you zoomed in it’s like, oh shit, this, this thing is like massive and it’s pressing on these nerves that then go into my, my hands and other areas. But it’s pressing on both sides. It’s primarily on my left side, but it’s pressing on on my right side too, which is not good. So, um, he basically was like, okay. He was like, you know, this could go away. He was like, the pain isn’t really what I’m wanting to, to treat here. It’s, it’s the, the weakness because my, my left arm is incredibly weak. Like when they do like the, the test where like they, they push back on you to see like, okay, like how, how much can you, what, like, I am, I’m almost immediately like, I can’t hold anything back. Right? Like I’m, I’m, I’m like a toddler in terms of my strength. So, and, and then I’m freaked out because I don’t have a lot of feeling in my hands and, and that’s terrifying. Um, I’m also. Jeff: so terrifying, Christina: I’m, I’m also like in extreme pain because of, of, of where this sits. Like I can’t sleep well. Like [00:07:00] the whole thing sucks. Like the MRI, which was was like the most painful, like 25 minutes, like of my existence. ’cause I was laying flat on my back. I’m not allowed to move and I’m just like, I’m in just incredible pain with that part of, of, of, of my, my side. Like, it, it was. It was terrible. Um, but, uh, but he was like, yeah. Um, these are the sorts of surgical options we have. Um, he’s gonna, um, do basically what what he wants to do is basically do a thing where he would put in a, um, an artificial or, or synthetic disc. So they’re gonna remove the disc, put in a synthetic one. They’ll go in through the, the front of my throat to access the, my, my, my, my spine. Um, put that there and, um, you know, I’ll, I’ll be overnight in the hospital. Um, and then it’ll be a few weeks of recovery and the, the, the pain should go away immediately. Um, but it, it could be up to two years before I get full, you know, feeling back in my arm. So anyway, Jeff: years, Jesus. And Christina: I mean, and hopefully less than that, but, but it could be [00:08:00] up to that. Jeff: there’s no part of this at this point. That’s a mystery to you, right? Christina: The mystery is, I don’t know how this happened. Jeff: You don’t know how it happened, right? Of course. Yeah, of course. Yeah. Yeah. Brett: So tell, tell us about the ghastly surgery. The, the throat thing really threw me like, I can’t imagine that Christina: yeah, yeah. So, well, ’cause the thing is, is that usually if what they just do, like spinal fusion, they’ll go in at the back of your neck, um, and then they’ll remove the, the, um, the, the, the, the disc. And then they’ll fuse your, your, your two bones together. Basically. They’ll, they’ll, they’ll, they’ll fuse this part of the vertebrae, but because they’re going to be replacing the, the disc, they need more room. So that’s why they have to go in through the, through, through basically your throat so that they can have more room to work. Jeff: Good lord. No thank you. Brett: Ugh. Wow. Jeff: Okay. Brett: I am really sorry that is happening. That is, that is, that dwarfs my health concerns. That is just constant pain [00:09:00] and, and it would be really scary. Christina: Yeah. Yeah. It’s not great. It’s not great, but I’m, I’m, I’m doing what I can and, uh, like I have, you know, a small amount of, of Oxycodine and I have like a, a, a, you know, some other pain medication and I’m taking the gabapentin and like, that’s helpful. The bad part is like your body, like every 12, 15 hours, like whatever, like the, the, the cycle is like, you feel it leave your system and like if you’re asleep, you wake up, right? Like, it’s one of those things, like, you immediately feel it, like when it leaves your system. And I’ve never had to do anything for pain management before. And they have me on a very, they have me like on the smallest amount of like, oxycodone you can be on. Um, and I’m using it sparingly because I don’t wanna, you know, be reliant on, on it or whatever. But it, it, but it is one of those things where I’m like, yeah, like sometimes you need fucking opiates because, you know, the pain is like so constant. And the thing is like, what sucks is that it’s not always the same type of pain. Like sometimes it’s throbbing, sometimes it’s sharp, sometimes it’s like whatever. It sucks. But the hardest thing [00:10:00] is like, and. This does impact my mental health. Like it’s hard to sleep. Like, and I’m a side sleeper. I’m a side sleeper, and I’m gonna have to become a back sleeper. So, you know. Yeah. It’s just, it’s, it’s not great. It’s not great, but, you know, that, that, that, that, that’s me. The, the good news is, and I’m very, very gratified, like I have a good surgeon. Um, I’m gonna be able to get in to get this done relatively quickly. He had an appointment for next week. I don’t think that insurance would’ve even been able to approve things fast enough for, for, for that regard. And I have, um, commitments that I can’t make then. And I, and that would also mean that I wouldn’t be able to go visit my family for Christmas. So hopefully I’ll do it right after Christmas. I’m just gonna wait, you know, for, for insurance to, to do its thing, knock on wood, and then schedule, um, from there. But yeah, Jeff: Woof. Christina: so that’s me. Um, uh, who wants to go next? Jeff or, uh, Jeff or Brett? Jeff: It’s like, that’s me. Hot potato throwing it. Brett: I’ll, I’ll go. Brett’s Insurance Woes Brett: I can continue on the insurance topic. Um, I was, for a few months [00:11:00] after getting laid off, I was on Minsu, which is Minnesota’s Medicaid, um, v version of Medicaid. And so basically I paid nothing and I had better insurance than I usually have with, uh, you know, a full deductible and premiums and everything. And it was fantastic. I was getting all the care I needed for all of the health stuff I’m going through. Um, I, they, a, a new doctor I found, ordered the 15 tests and I passed out ’cause it was so much blood and. And it, I was getting, but I was getting all these tests run. I was getting results, we were discovering things. And then my unemployment checks, the income from unemployment went like $300 over the cap for Medicaid. So [00:12:00] all of a sudden, overnight I was cut from Medicaid and I had to do an early sign up, and now I’m on courts and it sucks bad. Like they’re not covering my meds. Last month cost me $600. I was also paying. In addition to that, a $300 premium plus every doctor’s visit is 50 bucks out of pocket. So this will hopefully only last until January, and then it’ll flip over and I will be able to demonstrate basically no income, um, until like Mark makes enough money that it gets reported. Um, and even, uh, until then, like I literally am making under the, the poverty limit. So, um, I hope to be back on Medicaid shortly. I have one more month. I’ll have to pay my $600 to refill. I [00:13:00] cashed out my 401k. Um, like things were, everything was up high enough that I had made, I. I had made tens of thousands of dollars just on the investments and the 401k, but I also have a lot of concerns about the market volatility around Nvidia and the AI bubble in general. Um, so taking my money out of the market just felt okay to me. I paid the 10%, uh, penalty Jeff: Mm-hmm. Brett: and ultimately I, I came out with enough cash that I can invest on my own and be able to cover the next six months. Uh, if I don’t have any other income, which I hope to, I hope to not spend my nest egg. Um, but I did, I did a lot of thinking and calculating and I think I made the right choices. But anyway, [00:14:00] that will help if I have to pay for medical stuff that will help. Um. And then I’ve had insomnia, bad on and off. Right now I’m coming off of two days of good sleep. You’re catching me on a good day. Um, but Jeff: Still wouldn’t laugh at my jokes. Brett: before that it was, well, that’s the thing is like before that, it was four nights where I slept two to four hours per night, and by the end of it, I could barely walk. And so two nights of sleep after a stint like that, like, I’m just super, I’m deadpan, I’m dazed. Um, I could lay down and fall asleep at any time. Um, I, so, so keep me awake. Um, but yeah, that’s, that’s, that’s me. Mental health is good. Like I’m in pretty high spirits considering all this, like financial stuff and everything. Like my mood has been pretty stable. I’ve been getting a lot of coding done. I’ll tell you about projects in [00:15:00] a minute, but, um, but that’s, that’s me. I’m done. Jeff: Awesome. I’m enjoying watching your cat roll around, but clearly cannot decide to lay down at this point. Brett: No, nobody is very persnickety. Jeff: I literally have to put my. Well, you say put a cat down like you used to. When you put a kid down for a nap, you say you wanna put ’em down. Right? That’s where it’s coming from. I now have a chair next to my desk, ’cause I have one cat that walks around Yowling at about 11:00 AM while I’m working. And I have to like, put ’em down for a nap. It’s pathetic. It’s pathetic that I do that. Let’s just be clear. Brett: Yeah. Jeff: soulmate though. Jeff’s Mental Health Update Jeff: Um, I’m doing good. I’m, I’m, I’ve been feeling kind of light lately in a nice way. I’ve had ups and downs, but even with the ups and downs, there’s like a, except for one day last week was, there’s just been feeling kind of good in general, which is remarkable in a way. ’cause it’s just like stressful time. There’s some stressful business stuff, like, [00:16:00] a lot of stuff like that. But I’m feeling good and, and just like, uh, yeah, just light. I don’t know, it’s weird. Like, I’ve just been noticing that I feel kind of light and, uh. And not, not manic, not high light. Brett: Yeah. No, that’s Jeff: uh, and that’s, that’s lovely. So yeah. And so I’m doing good. I’m doing good. I fucking, it’s cold. Which sucks ’cause it just means for everybody that’s heard about my workshop over the years, that I can’t really go out there and have it be pleasant Brett: It’s, it’s been Minnesota thus far. Has had, we’ve had like one, one Sub-Zero day. Jeff: whatever. It’s fucking cold. Christina: Yeah. What one? Brett? Brett. It’s December 6th as we’re recording this one Sub-Zero day. That’s insane. Brett: Is it Jeff: Granted, granted I’ve been dressing warm, so I’m ready to go out the door for ice related things. Meaning, meaning government, ice, Brett: Uh, yeah. Yeah. Jeff: So I like wear my long underwear during [00:17:00] the day. ’cause actually like recently. So at my son’s school, which is like six blocks from here, um, has a lot of Somali immigrants in it. And, and uh, and there was a, at one point there was ice activity in the other direction, um, uh, uh, near me. And so neighbors put out a call here around so that at dismissal time people would pair up at all the intersections surrounding the school. And, um, and like a quick signal group popped up, whatever. It was so amazing because like we all just popped out there. And by the time I got out, uh, everyone was already like, posted up and I was like, I’m a, in these situations, I am a wanderer. You want me roaming? I don’t want to pair up with somebody I don’t like, I just, I grabbed a camera with a Zoom on it and like, I was like, I’m in roam. Um, it’s what I was as an activist, what I was as a reporter, like it’s just my nature. Um, but like. Everybody was out and like, and they were just like, they were ready man. And then we got like the all clear and you could just see people in the [00:18:00] neighborhood just like standing down and going home. But because of the true threat and the ongoing arrests here, now that the Minneapolis stuff has started, like I do, I was like wearing long underwear just, and I have a little bag by the door ready to like pop out if something comes up and I can be helpful. Um, and uh, and I guess what I’m saying is I should use that to go into the garage as well if I’m already prepared. Brett: Right. Jeff: But here’s, okay, so here’s a mental health thing actually. So I, one of the, I’ve gone through a few years of just sort of a little bit of paralysis around being able to just, I don’t know what, like do anything that is kind of project related that takes some thinking, whatever it is, like I’m talking about around the house or things that have kind of broken over the years, whatever. So I’ve had this snowblower and it’s a really good snowblower. It’s got headlights. And, uh, and I used to love snow blowing the entire block. Like it just made me feel good, made me feel useful. Um, and sorry I cough. I left it outside for a [00:19:00] year for a, like a winter and a spring and water got into the gas tank. It rusted out in there. I knew I couldn’t start it or I’d ruin the whole damn engine. So I left it for two years and I felt bad about myself. But this year, just like probably a month before the first big snowfall, I fucking replaced a gas tank and a carburetor on a machine. And I have never done anything like that in my life. And so then we got the snowfall and I, and I snow blowed this whole block Brett: Nice. Jeff: great. ’cause now they all owe me. Brett: I, uh, I have a, uh, so I have a little electric powered, uh, snowblower that can handle like two inches of snow. Um, and, and on big snowfalls, if you get out there every hour and keep up with it, it, it works. But, but I, my back right now, I can’t stand for, I can’t stand still for 10 minutes and I can’t move for more than like five minutes. And so I’m, I’m very disabled and El has good days and bad days, uh, thus [00:20:00] far. L’s been out there with a shovel, um, really being the hero. But we have a next door neighbor with a big gas powered snowblower. And so we went over, brought them gifts, and, um, asked if they would take care of our driveway on days we couldn’t, uh, for like, you know, we’d pay ’em 25 bucks to do the driveway. And, uh, and they were, he was still reluctant to accept money. Um. But, but we both agreed it was better to like make it a, a transaction. Jeff: Oh my God. You don’t want to get into weird Minnesota neighbor relational. Brett: right. You don’t want the you owe me thing. Um, so, so we have that set up. But in the process we made really good friends with our neighbor. Like we sat down in their living room for I think 45 minutes and just like talked about health and politics and it was, it was really fun. They’re, they’re retired. They’re in their [00:21:00] seventies and like act, he always looks super grumpy. I always thought he was a mean old man. He’s actually, he laughs more easily than most people I’ve ever met. Um, he’s actually, when people say, oh, he is actually a teddy bear, this guy really is, he’s just jovial. Uh, he just has resting angry old man face. Jeff: Or like my, I have public mis throat face, like when I’m out and about, especially when I’m shopping, I know that my face is, I’m gonna fucking kill you if you look me in the eye Brett: I used Jeff: is not my general disposition. Brett: people used to tell me that about myself, but I feel like I, I carry myself differently these days than I did when I was younger. Jeff: You know what I learned? Do you, have you both watched Veep, Christina: Yes, Jeff: you know, Richard sp split, right? Um, and, and he always kind of has this sweet like half smile and he is kind of looking up and I, I figured out at one point I was in an airport, which is where my kill everybody face especially comes up. Just to be clear. TSA, it’s just a feeling inside. I [00:22:00] have no desire to act to this out. I realized that if I make the Richard Plet face, which I can try to make for you now, which is something like if I just make the Richard Plet face, my whole disposition Brett: yeah. Yeah. Jeff: uh, and I even feel a little better. And so I just wanna recommend that to people. Look up Richard Spt, look at his face. Christina: Hey, future President Bridges split. Jeff: future President Richard Splat, also excellent in the Detroiters. Um, that’s all, uh, that’s all I wanted to say about that. Brett: I have found that like when I’m texting with someone, if I start to get frustrated, you know, you know that point where you’re still adding smiley emoticons even though you’re actually not, you’re actually getting pissed off, but you don’t wanna sound super bitchy about it, so you’re adding smile. I have found that when I add a smiley emoji in those circumstances, if I actually smile before I send it, it like my [00:23:00] mood will adjust to match, to match the tone I’m trying to convey, and it lessens my frustration with the other person. Jeff: a little joy wrist rocket. Christina: Yeah. Hey, I mean, no, but hey, but, but that, that, that, that, that’s interesting. I mean, they’re, they, they’ve done studies that like show that, right? That like show like, you know, I mean, like, some of this is all like bullshit to a certain extent, but there is something to be said for like, you know, like the power of like positive thinking and like, you know, if you go into things with like, different types of attitudes or even like, even if you like, go into job interviews or other situations, like you act confident or you smile, or you act happy or whatever. Even if you’re not like it, the, the, the, the euphoria, you know, that those sorts of uh, um, endorphin reactions or whatever can be real. So that’s interesting. Brett: Yeah, I found, I found going into job interviews with my usual sarcastic and bitter, um, kind of mindset, Jeff: I already hate this job. Brett: it doesn’t play well. It doesn’t play well. So what are your weaknesses? Fuck off. Um,[00:24:00] Christina: right. Well, well, well, I hate people. Jeff: Yeah. Dealing with motherfuckers like you, that’s one weakness. Sponsor Spot: Shopify Brett: let’s, uh, let’s do a sponsor spot and then I want to hear about Christina winning a contest. Christina: yes. Jeff: very Brett: wanna, you wanna take it away? Sponsor: Shopify Jeff: I will, um, our sponsor this week is Shopify. Um, have you ever, have you just been dreaming of owning your own business? Is that why you can’t sleep? In addition to having something to sell, you need a website. And I’ll tell you what, that’s been true for a long time. You need a payment system, you need a logo, you need a way to advertise new customers. It can all be overwhelming and confusing, but that is where today’s sponsor, Shopify comes in. shopify is the commerce platform behind millions of businesses around the world and 10% of all e-commerce in the US from household names like Mattel and Gym Shark to brands just getting started. Get started with your own design studio with hundreds of ready to use [00:25:00] templates. 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That was Jeff: Yeah. Cha-ching Brett: they got the chorus, they got the Overtired Christina: You did. You got the Overtired Jeff: They didn’t think to ask for it, but that’s our brand. Christina: shopify.com/ Overtired. Jeff Tweedy Jeff: What was, uh, I was watching a Stephen Colbert interview with Jeff Tweedy, who just put out a triple album and, uh, it was a very thoughtful, sweet interview. And then Stephen Colbert said, you know, you’re not supposed to do this. And Jeff Tweety said, it’s all part of my career long effort to leave the public wanting less. Christina: Ha, Jeff: That was a great bit. Christina: that’s a fantastic bit. A side note, there are a couple of really good NPR, um, uh, tiny desks that have come out in the last couple of month, uh, couple of weeks. Um, uh, one is shockingly, I, I’ll, I’ll just be a a, a fucking boomer about it. The Googo dolls. Theirs was [00:27:00] great. It’s fantastic. They did a great job. It already has like millions of views, like it wrecked up like over a million views, I think like in like, like less than 24 hours. They did a great job, but, uh, but Brandy Carlisle, uh, did one, um, the other day and hers is really, really good too. So, um, so yeah. Yeah, exactly. So yeah. Anyway, you said, you saying Jeff pd maybe, I don’t know how I got from Wilco to like, you know, there, Jeff: Yeah. Well, they’ve done some good, he’s done his own good Christina: he has, he has done his own. Good, good. That’s honestly, that’s probably what I was thinking of, but Jeff: It’s my favorite Jeff besides me because Bezos, he’s not in the, he’s not in the game. Christina: No. No, he’s not. No. Um, he, he’s, he’s not on the Christmas card list at all. Jeff: Oh man. Jeff’s Concert Marathon Jeff: Can I just tell you guys that I did something, um, I did something crazy a couple weeks ago and I went to three shows in one week, like I was 20 fucking two, Brett: Good grief. Jeff: and. It was a blast. So, okay, so the background of this is my oldest son [00:28:00] loves hip hop, and when we drive him to college and back, or when I do, it’s often just me. Um, he, he goes deep and he, it’s a lot of like, kind of indie hip hop and a lot. It’s just an interesting, he listens to interesting shit, but he will go deep and he’ll just like, give me a tour through someone’s discography or through all their features somewhere, whatever it is. And like, it’s the kind of input that I love, which is just like, I don’t, even if it’s not my genre, like if you’re passionate and you can just weave me through the interrelationship and the history and whatever it is I’m in. So as a result of that, made me a huge fan of Danny Brown and made me a huge fan of the sky, Billy Woods. And so what happened was I went to a hip hop show at the seventh Street entry, uh, which is attached to First Avenue. It’s a little club, very small, lovely little place, the only place my band could sell out. Um, and I watched a hip hop show there on a Monday night, Tuesday night. I went to the Uptown Theater, which Brett is now a actually an operating [00:29:00] theater for shows. Uh, and I, and I saw Danny Brown, but I also saw two hyper pop bands, a genre I was not previously aware of, including one, which was amazing, called Fem Tenal. And I was in line to get into that show behind furries, behind trans Kids. Like it was this, I was the weirdest, like I did not belong. Underscores played, and, and this will mean something to somebody out there, but not, didn’t mean anything to me until that night. And, uh. I felt like such, there were times, not during Danny Brown, Danny Brown’s my age all good. But like there were times where I was in the crowd ’cause I’m tall. Anybody that doesn’t know I’m very tall and I’m wearing like a not very comfortable or safe guy seeming outfit, a black hoodie, a black stocking cap. Like I basically looked like I’m possibly a shooter and, and I’m like standing among all these young people loving it, but feeling a little like, should I go to the back? Even like I was leaving that show [00:30:00] and the only people my age were people’s parents that were waiting to pick them up on the way out. So anyway, that was night two. Danny Brown was awesome. And then two nights later I went to see, this is way more my speed, a band called the Dazzling Kilman who were a band that. Came out in the nineties, St. Louis and a noisy Matthew Rock. Wikipedia claims they invented math rock. It’s a really stupid claim, uh, but it’s a lovely, interesting band and it’s a friend of mine named Nick Sakes, who’s who fronted that band and was in all these great bands back when I was in bands called Colos Mite and Sick Bay, and all this is great shit. So they played a reunion show. In this tiny punk rock club here called Cloudland, just a lovely little punk rock club. And, um, and, and that was like rounded out my week. So like, I was definitely, uh, a tourist the early part of the week, mostly at the Danny Brown Show. But then I like got to come home to my noisy punk rock [00:31:00] on, uh, on Thursday night. And I, I fucking did three shows and it hurt so bad. Like even by the first of three bands on the second night. I was like, I don’t think I can make it. And I do. I already pregame shows with ibuprofen. Just to be really clear, I microdose glucose tabs at shows like, like I am, I am a full on old man doing these things. But, um, I did get some cred with my kids for being at a hyper pop show all by myself. And, Christina: Hell yeah. A a Jeff: friends seemed impressed. Christina: no, as a as, as as they should be. I’m impressed. And like, and I, I, I typically like, I definitely go to like more of like, I go, I go to shows more frequently and, and I’m, I’m even like, I’m, I’m gonna be real with you. I’m like, yeah, three in one week. Jeff: That’s a lot. Christina: That’s a lot. That’s a lot. Jeff: man. Did I feel good when I walked home from that last show though? I was like, I fucking did it. I did not believe I wasn’t gonna bail on at least two of those shows, if not all three. Anyway, just wanted to say Brett: I [00:32:00] do like one show a year, but Jeff: that’s how I’ve been for years this year. I think I’ve seen eight shows. Brett: damn. Jeff: Yeah, it’s Brett: Alright, so you’ve been teasing us about this, this contest you won. Jeff: Yeah, please, Christina. Sorry to push that off. Christina: No, no, no, no. That’s, that’s completely okay. That, that, that, that’s great. Uh, no. Christina Wins Big Christina: So, um, I won two six K monitors. Brett: Damn. Jeff: is that what those boxes are behind you? Christina: Yeah, yeah. This is what the boxes are behind me, so I haven’t been able to get them up because this happened. I got them literally right in the midst of all this stuff with my back. Um, but I do have an Ergotron poll now that is here, and, and Grant has said that he will, will get them up. But yeah, so I won 2 32 inch six K monitors from a Reddit contest. Brett: How, how, how, Jeff: How does this happen? How do I find a Reddit contest? Christina: Yeah. So I got lucky. So I have, I, I have a clearly, well, well, um, there was a little, there was a little bit of like, other step to it than that, but like, uh, so how it worked was basically, um, LG is basically just put out [00:33:00] two, they put out a new 32 inch six K monitor. I’ll have it linked in, in, in the show notes. Um, so we’ve talked about this on this podcast before, but like one of my big, like. Pet peeve, like things that I can’t get past. It’s like I need like a retina screen. Like I need like the, the perfect pixel doubling thing for that the Mac Os deals with, because I’ve used a 5K screen, either through an iMac or um, an lg, um, ultra fine or, um, a, uh, studio display. For like 11 years. And, and I, and I’ve been using retina displays on laptops even longer than that. And so if I use like a regular 4K display, like it just, it, it doesn’t work for me. Um, you can use apps like, um, like better control and other things to kind of emulate, like what would be like if you doubled the resolution, then it, it down, you know, um, of samples that, so that. It looks better than, than if it’s just like the, the, the 4K stuff where in the, the user interface things are too big and whatnot. And to be clear, this is a Macco West problem. If [00:34:00] you are using Windows or Linux or any other operating system that does fractional scaling, um, correctly, then this is not a problem. But Macco West does not do fractional scaling direct, uh, correctly. Um, weirdly iOS can, like, they can do three X resolution and other things. Um, but, but, but Macs does not. And that’s weird because some of the native resolutions on some of the MacBook errors are not even perfectly pixeled doubled, meaning Apple is already having to do a certain amount of like resolution changes to, to fit into their own, created by their, their own hubris, like way of insisting on, on only having like, like two x pixel doubling 18 years ago, we could have had independent, uh, resolutions, uh, um, for, for UI elements and, and, and window bars. But anyway, I, I’m, I’m digressing anyway. I was looking at trying to get either a second, uh, studio display, which I don’t wanna do because Apple’s reportedly going to be putting out a new one. Um, and they’re expensive or getting, um, there are now a number of different six K [00:35:00] displays that are not $6,000 that are on the market. So, um, uh, uh, Asus has one, um, there is one from like a, a Chinese company called like, or Q Con that, um, looks like a, a complete copy of this, of the pro display XDR. It has a different panel, but it’s, it’s six K and they, they’ve copied the whole design and it’s aluminum and it’s glossy and it looks great, but I’d have to like get it from like. A weird distributor, and if I have any issues with it, I don’t really wanna have to send it back to China and whatnot. And then LG has one that they just put out. And so I’ve been researching these on, on Mac rumors and on some other forums. And, um, I, uh, I, somebody in one of the Mac Roomers forums like posted that there was like a contest that LG was running in a few different subreddits where they were like, tell us why you should get one of, like, we’re gonna be giving away like either one or two monitors, and I guess they did this in a few subreddits. Tell us why this would be good for your workflow. And, um, I guess I, I guess I’m one of the people who kind of read the [00:36:00] assignment because it, okay, I’ll just be honest with this, with, with you guys on this podcast, uh, because I, I don’t think anyone from LG will hear this and my answers were accurate anyway. But anyway, this was not the sort of contest where it was like we will randomly select a winner. This was the moderators and lg, were going to read the responses and choose the winner. Jeff: Got it. Christina: So if you spend a little bit of time and thoughtfully write out a response, maybe you stand a better chance of winning the contest. Jeff: yeah, yeah. Put the work in like it was 2002. Christina: Right. Anyway, I still was shocked when I like woke up like on like Halloween and they were like, congratulations, you’ve won two monitors. I’m like, I’m sorry. What? Jeff: That’s amazing. Christina: Yeah, yeah, yeah, Jeff: Nice work. I know I’ve, you know, I’ve been staring at those boxes behind you this whole time, just being like, those look like some sweet monitors. Christina: yeah, yeah. Monitor Setup Challenges Christina: I mean, and, uh, [00:37:00] uh, it’s, it’s, it’s, it’s, it’s, and I, I’m very much, so my, my, my only issue is, okay, how am I gonna get these on my desk? So I’m gonna have to do something with my iMac and I’m probably gonna have to get rid of my, my my, my 5K, um, uh, uh, studio display, at least in the short term. Ergotron Mounts and Tall Poles Christina: Um, but what I did do is I, um, I ordered from, um, Ergotron, ’cause I already have. Um, two of their, um, LX mounts, um, or, or, or, or arms. Um, and only one of them is being used right now. And then I have a different arm that I use for the, um, um, iMac. Um, they sell like a, if you call ’em directly, you can get them to send you a tall pole so that you can put the two arms on top of them. And that way I think I can like, have them so that I can have like one pole and then like have one on one side, one Jeff: I have a tall pole. Christina: and, and yeah, that’s what she said. Um, Jeff: as soon as I said it, I was like, for fuck’s sake. But Christina: um, but, uh, but, but yeah, but so that way I think I, I can, I, in theory, I can stack the market and have ’em side by side. I don’t know. Um, I got that. I, I had to call Tron and, and order that from them. [00:38:00] Um, it was only a hundred dollars for, for the poll and then $50 for a handling fee. Jeff: It’s not easy to ship a tall pole. Brett: That’s what she said. Christina: that is what she said. Uh, that is exactly what she said. But yeah, so I, I, the, the, the unfortunate thing is that, um, I, um, I, I had to, uh, get a, like all these, they, they came in literally right before Thanksgiving, and then I’ve had, like, all my back stuff has Jeff: Yeah, no Christina: debilitating, but I’m looking forward to, um, getting them set up and used. And, uh, yeah. Review Plans and Honest Assessments Christina: And then full review will be coming to, uh, to, I have to post a review on Reddit, but then I will also be doing a more in depth review, uh, on this podcast if anybody’s interested in, in other places too, to like, let let you know, like if it’s worth your money or not. Um, ’cause there, like I said, there are, there are a few other options out there. So it’s not one of those things where like, you know, um, like, thank you very much for the free monitor, um, monitors. But, but I, I will, I will give like the, the, you know, an honest assessment or Current Display Setup Brett: So [00:39:00] do you currently have a two display setup? Christina: No. Um, well, yes, and kind of, so I have my, my, I have my 5K studio display, and then I have like my iMac that I use as a two to display setup. But then otherwise, what I’ve had to do, and this is actually part of why I’m looking forward to this, is I have a 4K 27 inch monitor, but it’s garbage. And it, it’s one of those things where I don’t wanna use it with my Mac. And so I wind up only using it with my, with my Windows machine, with my framework desktop, um, with my Windows or Linux machine. And, and because that, even though I, it supports Thunderbolt, the Apple display is pain in the ass to use with those things. It doesn’t have the KVM built in. Like, it doesn’t like it, it just, it’s not good for that situation. So yeah, this will be of this size. I mean, again, like I, I, I’m 2 32 inch monitors. I don’t know how I’m gonna deal with that on my Jeff: I Brett: yeah. So right now I’m looking at 2 32 inch like UHD monitors, Christina: Yeah,[00:40:00] Brett: I will say that on days when my neck hurts, it sucks. It’s a, it’s too wide a range to, to like pan back and forth quickly. Like I’ll throw my back out, like trying to keep track of stuff. Um, but I have found that like if I keep the second display, just like maybe social media apps is the way I usually set it up. And then I only work on one. I tried buying an extra wide curve display, hated it. Jeff: Uh, I’ve always wanted to try one, but Christina: I don’t like them. Jeff: Yeah. Christina: Well, for me, well for me it’s two things. One, it’s the, I don’t love the whole like, you know, thing or whatever, but the big thing honestly there, if you could give me, ’cause people are like, oh, you can get a really big 5K, 2K display. I’m like, that’s not a 5K display. That is 2 27 inch, 1440 P displays. One, you know, ultra wide, which is great. Good for you. That’s not retina. And I’m a sicko Who [00:41:00] needs the, the pixel doubling? Like I wish that my eyes could not use that, but, but, but, Jeff: that needs the pixel. Like was that the headline of your Reddit, uh, Christina: no, no. It wasn’t, it wasn’t. But, but maybe it should be. Hi, I’m a sicko who only, um, fucks with, with, with, with, with, with, with retina displays. Ask me anything. Um, but no, but that’s a good point. Brett: I think 5K Psycho is the Christina: 5K Sicko is the po is the po title. I like that. I like that. No, what I’m thinking about doing and that’s great to know, Brett. Um, this kind of reaffirms my thing. Thunderbolt KVM and Display Preferences Christina: So what’s nice about these monitors is that they come with like, built in like, um, Thunderbolt 5K VM. So, which is nice. So you could conceivably have multiple, you know, computers, uh, connected, you know, to to, to one monitor, which I really like. Um, I mean like, ’cause like look, I, I’ve bitched and moaned about the studio display, um, primarily for the price, but at the same time, if mine broke tomorrow and if I didn’t have any way to replace it, I’ve, I’ve also gone on record saying I would buy a new one immediately. As mad as I am about a [00:42:00] lot of different things with that, that the built-in webcam is garbage. The, you know, the, the fact that there’s not a power button is garbage. The fact that you can’t use it with multiple inputs, it’s garbage. But it’s a really good display and it’s what I’m used to. Um, it’s really not any better than my LG Ultra fine from 2016. But you know what? Whatever it is, what it is. Um. I, I am a 5K sicko, but being able to, um, connect my, my personal machine and my work machine at the same time to one, and then have my Windows slash Linux computer connected to another, I think that’s gonna be the scenario where I’m in. So I’m not gonna necessarily be in a place where I’m like, okay, I need to try to look at both of them across 2 32 inch displays. ’cause I think that that, like, that would be awesome. But I feel like that’s too much. Brett: I would love a decent like Thunderbolt KVM setup that could actually swap like my hubs back and Christina: Yes. MacBook Pro and Studio Comparisons Brett: Um, so, ’cause I, I have a studio and I have my, uh, Infor MacBook Pro [00:43:00] and I actually work mostly on the MacBook Pro. Um, but if I could easily dock it and switch everything on my desk over to it, I would, I would work in my office more often. ’cause honestly, the M four MacBook Pro is, it’s a better machine than the original studio was. Um, and I haven’t upgraded my studio to the latest, but, um, I imagine the new one is top notch. Christina: Oh yeah. Yeah. Brett: my, my other one, a couple years old now is already long in the tooth. Christina: No, I mean, they’re still good. I mean, it’s funny, I saw that some YouTube video the other day where they were like, the best value MacBook you can get is basically a 4-year-old M1 max. And I was like, I don’t know about that guys. Like, I, I kind of disagree a little bit. Um, but the M1 max, which is I think is what is in the studio, is still a really, really good ship. But to your point, like they’ve made those, um. You know, the, the, the new ones are still so good. Like, I have an M three max as my personal laptop, and [00:44:00] that’s kind of like the dog chip in the, in the m um, series lineup. So I kind of am regretful for spending six grand on that one, but it is what it is, and I’m like, I’m not, I’m not upgrading. Um, I mean, maybe, maybe in, in next year if, if the M five Pro, uh, or M five max or whatever is, is really exceptional, maybe I’ll look at, okay, how much will you give me to, to trade it in? But even then, I, I, but I feel like I’m at that point where I’m like, it gets to a point where like it’s diminishing returns. Um, but, uh, just in terms of my own budget. But, um, yeah, the, the new just info like pro or or max, whatever, Brett: I have, I have an M four MacBook Pro sitting around that I keep forgetting to sell. Uh, it’s the one that I, it only had a 256 gigabyte hard drive, Jeff: what happened to me when I bought my M1, Brett: and I, and I regretted that enough that I just ordered another one. But, uh, for various reasons, I couldn’t just return the one I didn’t Jeff: ’cause it was.[00:45:00] Brett: so now I, now I have to sell it and I should sell it while it’s still a top of the line machine Christina: Sell it before, sell, sell, sell, sell it before next month, um, or, or February or whenever they sell it before then the, the pros come out. ’cause right now the M five base is out, but the pros are not. So I think feel like you could still get most of your value for it, especially since it has very few battery cycles. Be sure to put the battery cycles on your Facebook marketplace or eBay thing or whatever. Um, I bought my, uh, she won’t listen to this so she won’t know, but, um, they, there was a, a killer Cyber Monday deal, uh, for Best Buy where they had like a, the, the, the, so it’s several years old, but it was the, the M two MacBook Air, but the one that they upgraded to 16 gigs of Ram when Apple was like, oh, we have to have Apple Intelligence and everything, because they actually thought that they were actually gonna ship Apple Intelligence. So they like went back and they, like, they, they, you know, retconned like made the base model MacBook Air, like 16 [00:46:00] gigs. Um, and, uh, anyway, it was, it was $600, um, Jeff: still crazy. Christina: which, which like even for like a, a, a 2-year-old machine or whatever, I was like, yeah, she, my sister, I think she’s on like, like a 2014 or older than that. Like, like MacBook Air. She doesn’t even know where the MagSafe is. I don’t think she even knows where the laptop is. So she’s basically doing everything like on her phone and I’m like, okay, you need a laptop of some type, but at this point. I do feel strongly that like the, the, the $600 or, or, or actually I think it was $650, it was actually less, it is actually more expensive than what the, the, the Cyber Monday sale was, um, the M1, Walmart, MacBook Air. I’m like, absolutely not like that is at this point, do not buy that. Right? Like, I, especially with eight gigs of ram, I’m, I’m like, it’s been, it’s five years old. It’s a, it was a great machine and it was great value for a long time. $200. Cool, right? Like, if you could get something like use and, and, and, and if you could replace the battery or, you know, [00:47:00] for, for, you know, not, not too much money or whatever. Like, I, I, I could see like an argument to be made like value, right? But there’d be no way in hell that I would ever spend or tell anybody else to spend $650 on that new, but $600 for an M two with Jeff: Now we’re talking. Christina: which has the redesign brand new. I’m like, okay. Spend $150 more and you could have got the M four, um, uh, MacBook Air, obviously all around Better Machine. But for my sister, she doesn’t need that, Jeff: What do we have to do to put your sister in this M two MacBook Christina: that, that, that, that, that, that’s exactly it. So I, I, I was, well, also, it was one of those things I was like, I think that she would rather me spend the money on toys for my nephew for Santa Claus than, than, uh, giving her like a, a processor upgrade. Um, Jeff: Claus isn’t real. Brett: Oh shit. Jeff: Gotcha. Every year I spoil it for somebody. This year it was Christina and Brett. Sorry guys. Brett: right. Well, can I tell you guys Jeff: Yeah. [00:48:00] Brett Software. Brett: two quick projects before we do Jeff: Hold on. You don’t have to be quick ’cause you could call it Brett: We’re already at 45 minutes and I want Jeff: What I’m saying, skip GrAPPtitude. This is it? Brett: okay. Christina: us about Mark. Tell us about your projects. Brett: So, so Mark three is, there’s a public, um, test flight beta link. Uh, if you go to marked app.com, not marked two app.com, uh, marked app.com. Uh, you, there’s a link in the, in the, at the top for Christina: Join beta. Mm-hmm. Brett: Um, and that is public and you can join it and you can send me feedback directly through email because, um, uh, uh, the feedback reporter sucks for test flight and you can’t attach files. And half the time they come through as anonymous feedback and I can’t even follow up on ’em. So email me. But, um, I’ll be announcing that on my blog soon-ish. Um, right now there’s like [00:49:00] maybe a couple dozen, um, testers and I, it’s nice and small and I’m solving the biggest bugs right away. Um, so that’s been, that’s been big. Like Mark, even since we last talked has added. Do you remember Jeff when Merlin was on and he wanted to. He wanted to be able to manage his styles, um, and disable built-in styles. There’s now a whole table based style manager where you Jeff: saw that. Brett: you can, you can reorder, including built-in styles. You can reorder, enable, disable, edit, duplicate. Um, it’s like a full, full fledged, um, style manager. And I just built a whole web app that is a style generator that gives you, um, automatic like rhythm calculations for your CSS and you can, you can control everything through like, uh, like UI fields instead of having to [00:50:00] write CSS. Uh, but you can also o open up a very, I’ve spent a lot of time on the code mirror CSS editor in the web app. Uh, so, and it’s got live preview as you edit in the code mirror field. Um, so that’s pretty cool. And that’s built into marts. So if you go to style, um, generate style, it’ll load up a, a style generator for you. Anyway, there’s, there’s a ton. I’m not gonna go into all the details, but, uh, anyone listening who uses markdown for anything, especially if you want ability to export to like Word and epub and advanced PDF export, um, join the beta. Let me know what you think. Uh, help me squash bugs. But the other thing, every time I push a beta for review before the new bug reports come in, I’ve been putting time into a tool. Markdown Processor: Apex Brett: I’m calling [00:51:00] Apex and um, I haven’t publicly announced this one yet, but I probably will by the time this podcast comes out. Jeff: I mean, doesn’t this count? Brett: It, it does. I’m saying like this, this might be a, you hear you heard it here first kind of thing, um, but if you go to github.com/tt sc slash apex, um, I built a, uh, pure C markdown processor that combines syntax from cram down GitHub flavored markdown, multi markdown maku, um, common mark. And basically you can write syntax from any of those processors, including all of their special features, um, and in one document, and then use Apex in its unified mode, and it’ll just figure out what. All of your syntax is supposed to do. Um, so you can take, you can port documents from one platform to another [00:52:00] without worrying about how they’re gonna render. Um, if I can get any kind of adoption with Apex, it could solve a lot of problems. Um, I built it because I want to make it the default processor in marked ’cause right now, you, you have to choose, you know, cram Christina: Which one? Brett: mark and, and choosing one means you lose something in order to gain something. Um, so I wanted to build a universal one that brought together everything. And I added cool features from some extensions of other languages, such as if you have two lists in a row, normally in markdown, it’s gonna concatenate those into one list. Now you can put a carrot on a line between the two lists and it’ll break it into two lists. I also added support for a. An extension to cram down that lets you put double uh, carrots inside a table cell and [00:53:00] create a row band. So like a cell that, that expands it, you rows but doesn’t expand the rest of the row. Um, so you can do cell spans and row spans and it has a relaxed table version where you don’t have to have an alignment row, which is, uh, sometimes we just wanna make quickly table. You make two lines. You put some pipes in. This will, if there’s no alignment row, it will generate a table with just a table body and table data cells in no header. It also allows footers, you can add a footer to a table by using equals in the separator line. Um, it, it’s, Jeff: This is very civilized, Brett: it is. Christina: is amazing, Brett: So where Common Mark is extremely strict about things, um, apex is extremely permissive. Jeff: also itty bitty things like talk about the call out boxes from like Brett: oh yeah, it, it can handle call out syntax from Obsidian and Bear and Xcode Playgrounds. [00:54:00] Um, and it incorporates all of Mark’s syntax for like file includes and even renders like auto scroll pauses that work in marked and some other teleprompter situations. Um, it uses file ude syntax from multi markdown, like, which is just like a curly brace and, uh, marked, which is, uh, left like a double left, uh, angle bracket and then different. Brackets to surround a file name and it handles IA writer file inclusion where you just type a forward slash and then the name of a file and it automatically detects if that file is an image or source code or markdown text, and it will import it accordingly. And if it’s a CSV file, it’ll generate a table from it automatically. It’s, it’s kind of nuts. I, it’s kind of nuts. I could not have done this [00:55:00] without copilot. I, I am very thankful for copilot because my C skills are not, would not on their own, have been up to this task. I know enough to bug debug, but yeah, a lot of these features I got a big hand from copilot on. Jeff: This is also Brett. This is some serious Brett Terpstra. TURPs Hard Christina: Yeah, it is. I was gonna say, this is like Jeff: and also that’s right. Also, if your grandma ever wrote you a note and it, and though you couldn’t really read it, it really well, that renders perfectly Christina: Amazing. No, I was gonna say this is like, okay, so Apex is like the perfect name ’cause this is the apex of Brett. Jeff: Yes. Apex of Brett. Christina: That’s also that, that’s, that’s not an alternate episode title Apex of Brett. Because genuinely No, Brett, like I am, I am so stunned and impressed. I mean, you all, you always impressed me like you are the most impressive like developer that I, that I’ve ever known. But you, this is incredible. And, and this, I, I love this [00:56:00] because as you said, like common Mark is incredibly strict. This is incredibly permissive. But this is great. ’cause there are those scenarios where you might have like, I wanna use one feature from one thing or one from another, or I wanna combine things in various ways, or I don’t wanna have to think about it, you know? Brett: I aals, I forgot to mention I aals inline attribute list, which is a crammed down feature that lets you put curly brackets after like a paragraph and then a colon and then say, dot call out inside the curly brackets. And then when it renders the markdown, it creates that paragraph and adds class equals call out to the paragraph. Um, and in, in Cramon you can apply these to everything from list items to list to block quotes. Like you can do ’em for spans. You could like have one after, uh, link syntax and just apply, say dot external to a link. So the IAL syntax can add IDs classes and uh, arbitrary [00:57:00] attributes to any element in your markdown when it renders to HTML. And, uh, and Apex has first class support for I aals. Was really, that was, that Christina: that was really hard, Brett: I wrote it because I wanted, I wanted multi markdown, uh, for my prose writing, but I really missed the als. Christina: Yes. Okay. Because see, I run into this sort of thing too, right? Because like, this is a problem like that. I mean, it’s a very niche problem, um, that, that, you know, people who listen to this podcast probably are more familiar with than other types of people. But like, when you have to choose your markdown processor, which as you said, like Brett, like that can be a problem. Like, like with, with using Mark or anything else, you’re like, what am I giving up? What do I have? And, and like for me, because I started using mul, you know, markdown, um, uh, largely because of you, um, I think I was using it, I knew about it before you, but largely because of, of, of you, like multi markdown has always been like kind of my, or was historically my flavor of choice. It has since shifted to being [00:58:00] GitHub, labor bird markdown. But that’s just because the industry has taken that on, right? But there were, you know, certain things like in like, you know, multi markdown that work a certain way. And then yeah, there are things in crammed down. There are things in these other things in like, this is just, this is awesome. This Brett: It is, the whole thing is built on top of C mark, GFM, which is GitHub’s port of common mark with the GitHub flavored markdown Christina: Right. Brett: Um, and I built, like, I kept that as a sub-module, totally clean, and built all of this as extensions on top of Cmar, GFM, which, you know, so it has full compatibility with GitHub and with Common Merck by out, like outta the box. And then everything else is built on top of that. So it, uh, it covers, it covers all the bases. You’ll love it Christina: I’m so excited. No, this is awesome. And I Brett: blazing fast. It can render, I have a complex document that, that uses all of its features and it can render it in [00:59:00] 0.006 seconds. Christina: that’s awesome. Jeff: Awesome. Christina: That’s so cool. No, this is great. And yeah, I, and I think that honestly, like this is the sort of thing like if, yeah, if you can eventually get this to like be like the engine that powers like mark three, like, that’ll be really slick, right? Because then like, yeah, okay, I can take one document and then just, you know, kind of, you know, wi with, with the, you know, ha have, have the compatibility mode where you’re like, okay, the unified mode or whatever yo

    Maintainable
    Kent L Beck: You're Ignoring Optionality… and Paying for It

    Maintainable

    Play Episode Listen Later Dec 9, 2025 49:31


    Kent Beck: You're Ignoring Optionality… and Paying for ItIn this episode of Maintainable, Robby speaks with Kent Beck, a foundational voice in modern software development and author of Tidy First?. Kent joins from California to explore why optionality is a central, often underestimated dimension of maintainable software.Kent begins by describing the tension between features and future flexibility. Shipping new capabilities is easy to measure. Creating options for what comes next is not. That imbalance is where maintainability either flourishes or collapses. Senior developers in particular must learn to navigate this tension because they have lived through the consequences when no one does.They reflect on how cost models have shifted across the last five decades. Early in Kent's career, computers were expensive and programmers were cheap. Today the balance often flips depending on scale. At massive scale, electricity and compute time become meaningful costs again. That variability shapes whether teams optimize for hardware efficiency or developer efficiency.Episode Highlights[00:00:46] The Two Forms of Software ValueKent explains why software value comes from both current features and the options you preserve for future work. He describes optionality as the invisible half of maintainability.[00:03:35] When Computers Become “Expensive” AgainRobby and Kent revisit the shift from hardware-optimized development to developer-optimized development and how large-scale systems have reintroduced compute cost pressures.[00:07:25] Why the Question Mark in Tidy First?Kent shares why tidying is always a judgment call and why he put a question mark in the title.[00:10:14] The Real Cost of Speculative FlexibilityThey discuss why adding configurability too early creates waste and why waiting until just before you need it increases value.[00:13:46] Making Hard Changes EasyKent outlines his guiding idea. When you face a difficult change, make the change easy first, then make the easy change.[00:17:08] The Feature SawKent explains his features versus options graph and how teams repeatedly burn optionality until they hit zero. At that point, forward movement becomes painful.[00:19:37] Why 100 Percent Utilization Is a TrapKent discusses how queuing theory shows that full utilization pushes wait times toward infinity. Overcommitted teams have no room for design work.[00:22:44] Split Teams Do Not Solve the ProblemRobby talks about consulting scenarios where “tidy teams” and “feature teams” are separated. Kent argues that this splits incentives and prevents optionality from being sustained.[00:26:15] Structure and Behavior Should Not Ship TogetherKent describes why feature changes are irreversible, structure changes are reversible, and why combining them increases risk for everyone.[00:30:37] Tidying Reveals IntentWhile cleaning up structure, developers often uncover logic flaws or misunderstandings that were previously hidden.[00:32:00] When Teams Discourage TestingKent shares stories about environments where developers were punished for refactoring or writing tests. He explains why building career options is essential in those situations.[00:37:57] Why Tidying Is an Ethical ObligationKent reframes optionality as a moral responsibility. No one should make work harder for the next person who touches the code.[00:41:33] Succession and SlicingKent describes how nearly every structural change can be broken into small, safe steps, even when the change first appears atomic.[00:47:00] A Small Habit to Start TodayKent suggests adding a blank line to separate conceptual chunks in long functions. It is a small step that improves clarity immediately.Resources MentionedTidy First? by Kent BeckKent Beck on SubstackThe Timeless Way of Building by Christopher AlexanderThanks to Our Sponsor!Turn hours of debugging into just minutes! AppSignal is a performance monitoring and error-tracking tool designed for Ruby, Elixir, Python, Node.js, Javascript, and other frameworks.It offers six powerful features with one simple interface, providing developers with real-time insights into the performance and health of web applications.Keep your coding cool and error-free, one line at a time! Use the code maintainable to get a 10% discount for your first year. Check them out! Subscribe to Maintainable on:Apple PodcastsSpotifyOr search "Maintainable" wherever you stream your podcasts.Keep up to date with the Maintainable Podcast by joining the newsletter.

    The Changelog
    Very important agents (Friends)

    The Changelog

    Play Episode Listen Later Dec 5, 2025 98:18


    Nick Nisi joins us to dig into the latest trends from this year and how they're impacting his day-to-day coding and Vision Pro wearing. Anthropic's acquisition of Bun, the evolving JavaScript and AI landscape, GitHub's challenges and the AMP/Sourcegraph split. They dive into AI development practices, context management, voice assistants, Home Assistant OS and home automation, the state of the AI browser war, and we close with a prediction from Nick.

    React Native Radio
    RNR 348 - From Ionic Evangelist to React Native Content Creator: Simon Grimm

    React Native Radio

    Play Episode Listen Later Dec 5, 2025 43:14


    Mazen and Jamon chat with Simon Grimm about his move from Ionic pioneer to React Native creator. Simon highlights key cross-platform trends, why React Native's future looks exciting, and how he supports developers through Galaxies.dev. Show NotesSimon Grimm's podcast, Rocket Ship: https://podcast.galaxies.devZero to Hero, Launch Your First Real Mobile App in 30 Days: https://galaxies.dev/missions/zero-to-hero  Connect With Us!Simon Grimm: @schlimmsonMazen Chami: @mazenchamiJamon Holmgren: @jamonholmgrenReact Native Radio: @ReactNativeRdioThis episode is brought to you by Infinite Red!Infinite Red is an expert React Native consultancy located in the USA. With over a decade of React Native experience and deep roots in the React Native community (hosts of Chain React and the React Native Newsletter, core React Native contributors, creators of Ignite and Reactotron, and much, much more), Infinite Red is the best choice for helping you build and deploy your next React Native app.

    Hacker News Recap
    December 4th, 2025 | It's time to free JavaScript (2024)

    Hacker News Recap

    Play Episode Listen Later Dec 5, 2025 14:58


    This is a recap of the top 10 posts on Hacker News on December 04, 2025. This podcast was generated by wondercraft.ai (00:30): It's time to free JavaScript (2024)Original post: https://news.ycombinator.com/item?id=46145365&utm_source=wondercraft_ai(01:55): Why are 38 percent of Stanford students saying they're disabled?Original post: https://news.ycombinator.com/item?id=46150715&utm_source=wondercraft_ai(03:20): PGlite – Embeddable PostgresOriginal post: https://news.ycombinator.com/item?id=46146133&utm_source=wondercraft_ai(04:46): How elites could shape mass preferences as AI reduces persuasion costsOriginal post: https://news.ycombinator.com/item?id=46145180&utm_source=wondercraft_ai(06:11): Average DRAM price in USD over last 18 monthsOriginal post: https://news.ycombinator.com/item?id=46142100&utm_source=wondercraft_ai(07:36): I ignore the spotlight as a staff engineerOriginal post: https://news.ycombinator.com/item?id=46146451&utm_source=wondercraft_ai(09:02): Unreal Tournament 2004 is backOriginal post: https://news.ycombinator.com/item?id=46145834&utm_source=wondercraft_ai(10:27): Transparent leadership beats servant leadershipOriginal post: https://news.ycombinator.com/item?id=46147540&utm_source=wondercraft_ai(11:52): Microsoft drops AI sales targets in half after salespeople miss their quotasOriginal post: https://news.ycombinator.com/item?id=46148748&utm_source=wondercraft_ai(13:18): RAM is so expensive, Samsung won't even sell it to SamsungOriginal post: https://news.ycombinator.com/item?id=46147353&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

    Maintainable
    Don MacKinnon: Why Simplicity Beats Cleverness in Software Design

    Maintainable

    Play Episode Listen Later Dec 2, 2025 50:31


    Episode Highlights[00:00:48] What Makes Software MaintainableDon explains why unnecessary complexity is the biggest barrier to maintainability, drawing on themes from A Philosophy of Software Design.[00:03:14] The Cost of Clever AbstractionsA real story from a Node.js API shows how an unused abstraction layer around MongoDB made everything harder without delivering value.[00:04:00] Shaping Teams and Developer ToolsDon describes the structure of the Search Craft engineering team and how the product grew out of recurring pain points in client projects.[00:06:36] Reducing Complexity Through SDK and Infra DesignWhy Search Craft intentionally limits configuration to keep setup fast and predictable.[00:08:33] Lessons From ConsultingRobby and Don compare consulting and product work, including how each environment shapes developers differently.[00:15:34] Inherited Software and Abandoned DependenciesDon shares the problems that crop up when community packages fall behind—especially in ecosystems like React Native.[00:18:00] Evaluating Third-Party LibrariesSignals Don looks for before adopting a dependency: adoption, update cadence, issue activity, and whether the library is “done.”[00:19:40] Designing Code That Remains UnderstandableWhy clear project structure and idiomatic naming matter more than cleverness.[00:20:29] RFCs as a Cultural AnchorHow Don's team uses RFCs to align on significant changes and avoid decision churn.[00:23:00] Documentation That Adds ContextDocumentation should explain why, not echo code. Don walks through how his team approaches this.[00:24:11] Type Systems and MaintainabilityHow Don's journey from PHP and JavaScript to TypeScript and Rust changed his approach to structure and communication.[00:27:05] Testing With TypesStable type contracts make tests cleaner and less ambiguous.[00:27:45] Building Trust in AI SystemsDon discusses repeatability, hallucinations, and why tools like MCP matter for grounding LLM behavior.[00:29:28] AI in Developer ToolsSearch Craft's MCP server lets developers talk to the platform conversationally instead of hunting through docs.[00:33:21] Improving Legacy Systems SlowlyThe Strangler pattern as a practical way to replace old systems one endpoint at a time.[00:34:11] Deep Work and Reducing Reactive NoiseDon encourages developers to carve out time for uninterrupted thinking rather than bouncing between notifications.[00:36:09] Measuring ProgressBuild times, test speeds, and coverage provide signals teams can use to track actual improvement.[00:38:24] Changing Opinions Over a CareerWhy Don eventually embraced TypeScript after originally writing it off.[00:39:15] Industry Trends and Repeating CyclesSPAs, server rendering, and the familiar pendulum swing in web architecture.[00:41:26] Experimentation and Team AutonomyHow POCs and side projects surface organically within Don's team.[00:44:42] Growing Skills Through Intentional GoalsSetting learning targets in 1:1s to support long-term developer growth.[00:47:19] Where to Find DonLinkedIn, Blue Sky, and his site: donmckinnon.dev.Resources MentionedA Philosophy of Software Design by John OusterhoutJohn Ousterhout's Maintainable.fm Interview (Episode 131)Search CraftElasticAlgoliaWordPress Plugin DirectoryRequest for Comments (RFC)Strangler Fig PatternC2 WikiModel Context Protocol (MCP)Glam AIAubrey/Maturin Series by Patrick O'BrianMaster and Commanderdonmckinnon.devThanks to Our Sponsor!Turn hours of debugging into just minutes! AppSignal is a performance monitoring and error-tracking tool designed for Ruby, Elixir, Python, Node.js, Javascript, and other frameworks.It offers six powerful features with one simple interface, providing developers with real-time insights into the performance and health of web applications.Keep your coding cool and error-free, one line at a time! Use the code maintainable to get a 10% discount for your first year. Check them out! Subscribe to Maintainable on:Apple PodcastsSpotifyOr search "Maintainable" wherever you stream your podcasts.Keep up to date with the Maintainable Podcast by joining the newsletter.

    Syntax - Tasty Web Development Treats
    959: TypeScript on the GPU with TypeGPU creator Iwo Plaza

    Syntax - Tasty Web Development Treats

    Play Episode Listen Later Dec 1, 2025 25:36


    Scott and CJ sit down live at JSNation NYC with Iwo Plaza, creator of TypeGPU, to dig into how WebGPU is unlocking a new wave of graphics and compute power on the web. They chat about shader authoring in TypeScript, the future of GPU-powered AI in the browser, and what it takes to build a killer developer-friendly graphics library. Show Notes 00:00 Welcome to Syntax! 00:32 What is TypeGPU? High-level overview and why it exists 01:20 WebGPU vs WebGL – the new era of GPU access on the web 01:47 Why shader languages are hard + making them accessible 02:24 Iwo's background in C++, OpenGL, and discovering JS 03:06 Sharing graphics work on the web vs native platforms 03:29 WebGPU frustrations that inspired TypeGPU 04:17 Making GPU–CPU data exchange easier with Zod-like schemas 05:01 Writing shaders in JavaScript + the unified type system 05:38 How the “use_gpu” directive works under the hood 06:05 Building a compiler that turns TypeScript into shader code 07:00 Type inference, primitives, structs, and TypeScript magic 08:21 Leveraging existing tooling via Unplugin + bundler integration 09:15 How TypeGPU extracts ASTs and generates TinyEST metadata 10:10 Runtime shader generation vs build-time macros 11:07 How the AST is traversed + maintaining transparency in output 11:43 Example projects like Jelly Shader and community reception 12:05 Brought to you by Sentry.io 12:30 Does TypeGPU replace 3JS? How it fits the existing ecosystem 13:20 Low-level control vs high-level abstractions 14:04 Upcoming Three.js integration – plugging TypeGPU into materials compute shaders 15:34 Making GPU development more approachable 16:26 Docs, examples, and the philosophy behind TypeGPU documentation 17:03 Building features by building examples first 18:13 Using examples as a test suite + how docs shape API design 19:00 Docs as a forcing function for intuitive APIs 20:21 GPU for AI – browser inference and future abstractions 21:11 How AI examples inform new libraries (noise, inference, etc.) 21:57 Keeping the core package small and flexible 22:44 Building “TypeGPU AI”-style extensions without bloating the core 23:07 The cost of AI examples and building everything from scratch 23:41 Standard library design and future of the ecosystem 24:04 Closing thoughts from Iwo – OSS, GPU renaissance, and encouragement 24:34 Sick Picks & Shameless Plugs Sick Picks Iwo: Perogies Shameless Plugs Iwo: Syntax Podcast Hit us up on Socials! Syntax: X Instagram Tiktok LinkedIn Threads Wes: X Instagram Tiktok LinkedIn Threads Scott: X Instagram Tiktok LinkedIn Threads Randy: X Instagram YouTube Threads

    The Option Alpha Podcast
    238: From Developer to Options Trader - Interview w/ Jack Slocum, OA Founder

    The Option Alpha Podcast

    Play Episode Listen Later Nov 26, 2025 50:58


    In this episode of the Option Alpha podcast, Kirk sits down with his business partner and fellow founder, Jack Slocum, to share the full story behind Jack's journey as a trader, developer, and entrepreneur. Jack talks about how he first turned to options trading to generate extra income for his family, how his early experiences “crashed and burned,” and why he has spent years since then learning as much as possible about markets and risk. Tune in now! How Jack First Got Into Options Trading:Jack says his options journey started as a father looking to make extra income to support his family.From Tech Builder to Trading:Before options, Jack's primary background was in technology and building companies.He created a JavaScript framework originally called EXTJS, later part of Sencha, which allowed developers to build full web applications in the browser.The framework became widely adopted, with usage by 8 out of the top 10 financial institutions and over 70% of Fortune 500 companies.Jack emphasizes that the community was the strength of that project: developers shared what they were building and provided the core toolkit with their own “extensions.”Faith, Mindset, and Staying Inspired Through Drawdowns:He credits his Lord and Savior, Jesus Christ, for his determination, passion, and success.He says this gives him a resilient state he can tap into no matter what is happening.Kirk shares a mindset he learned from Jack: instead of saying “we can't,” ask “how could we?”Jack connects this to his belief that all things are possible for someone who believes.He says reframing problems this way opens the door to solutions instead of shutting them down.Key Trading Principles Jack Follows Now:Jack says the most important principle is never to enter a trade unless you are willing to take the maximum loss.In the past, he entered trades assuming he could always get out before max loss, which led to huge losses.He rarely uses stop losses as a guarantee because during big moves, spreads widen, and fills can be much worse than planned.An example of his opening range breakout bot, which sometimes risks $925 to make $75 and makes him uneasy.He prefers to run a mix of strategies, including both higher-probability, smaller payoff setups and lower-probability, larger-payoff setups.Jack says every trade should have a clear, logical reason behind it, and not be fear based.Using His Own Platform to Design the Future of Automation:At his old company, he would build a real app with new features before a release to find issues.Now, he trades daily on Option Alpha and uses that experience to see what needs to be added or improved.Watch the full interview here