Podcasts about developers

Podcasting 2.0 August 28th 2026 Episode 269 - "Verbal Pollution" Shownotes ------------------------------------------------------------------------------------------------------------------------------------- 00 - DATABASE SURGERY WEEK — AND THE THIRD EMERGENCY OF THE MONTH The lead, and it's Dave's: Saturday 22 Aug — "#api I'm in the middle of a big refactor with the Podcast Index database schema. If I do my job right, nobody will notice it. But, the side effect will be an overall huge increase in the consistency of the data (duplicates, url change lag, etc)." @dave — the big schema refactor (22 Aug) Wednesday night: "Podcast Index database surgery will begin in the morning." Thursday: "Step 1. Expect a brief api outage. It should last just a few minutes." — then "Done" — then "#api Adding a very large table index..." — and finally, Thursday evening: "Finished. Butt is intact." (6 favourites. The board's favourite status update of the month.) What Adam should ask: what actually changed under the hood, what does "consistency" buy an app developer in practice, and is there anything a host or an app should do differently now that duplicates and url-change lag are being cleaned up?

Published by Devolver Digital and featuring music by Blood Cultures and John Fio, Skate Story is a surreal adventure game about skateboarding through the underworld to save your soul. Matt & Gen are joined by Sam Eng, the Developer of Skate Story, to discuss making a skateboarding game where falling actually hurt you, the balancing act of evoking the look of a skate video with a playable camera system, and the relationship skate games have had with their soundtracks We have a Patreon! Gain access to episode shout outs, bonus content, early downloads of regular episodes, an exclusive rss feed and more! Click here! You can find the show on Bluesky, Instagram and YouTube! Please rate and review us on Apple Podcasts! Rate us on Pocket Casts! Wanna join the Certain POV Discord? Click here! Episode Art by Case Aiken Episode Music by Gen Moonen

Benjamin and Chance break down an action-packed week of news, with a new lineup of Mac mini and Mac Studio announced, invites officially going out for the September iPhone event, and even more rumors about what new products to expect later this fall. And in Happy Hour Plus, we discuss the reasons behind a (rare) round of Apple layoffs impacting about 200 people in total. Subscribe at 9to5mac.com/join. Sponsored by Bitwarden: Check out Bitwarden, featuring secure password management, passkey support, end-to-end encryption, and seamless autofill across all devices. Sponsored by Framer: The only free design tool that brings your ideas to the web. Visit framer.com/happyhour for 30% off a Framer Pro annual plan. Sponsored by NordStellar: Get an exclusive offer: Unlock your 10% discount on NordStellar with the coupon code: nordhappyhour-10-NORDSTELLAR – just mention it to NordStellar! Sponsored by Shopify: All you need is the idea. Shopify handles the rest. Start your free trial at shopify.com/happyhour.

The conversation focused on the rebranding of the WP Community Collective to the WP Open Community Collective (WPOCC) to avoid trademark conflicts and better reflect its broader open source focus. We chat about the current holding pattern in the WordPress community amid ongoing legal and industry uncertainty. We also explore the results of the recent State of the Community survey, highlighting both demographic insights and persistent community concerns. Sé raised points, including the need for unity, support for global contributors, and maintaining WordPress as a meaningful, empowering platform in a rapidly changing tech landscape.

In 2020, a gastroenterologist in Glasgow did the math on his new research study and came up with 30,000 samples, arriving over two years from three cities and a dozen hospitals. He asked around about how researchers keep track of that. The answer was Microsoft Excel. Shaun Chuah had written some HTML by hand in Notepad back in high school and that was about the whole of his programming experience, so he opened the Django tutorial and started reading. Six years later that app is Foundry120, holding 10 terabytes of clinical and genomics data with an agentic AI running on top of it. Episode sponsors Sentry Error Monitoring, Code talkpython26 Talk Python Courses Talk Python Courses Links from the show Guest Shaun Chuah: github.com Up and Running with Rust Course: talkpython.fm Foundry120: www.foundry120.com Designing Data Intensive Applications: www.oreilly.com Microsoft Foundry: ai.azure.com ChatIBD: www.chatibd.com Blog: shaunchuah.github.io @drshaunchuah: x.com github.com/shaunchuah: github.com Watch this episode on YouTube: youtube.com Episode #560 deep-dive: talkpython.fm/560 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Topics covered in this episode: Web UIs for your reverse proxy Wagtail 8.0 is hot off the presses RISC-V is now officially supported by CPython Django's annual releases make every version an LTS Extras Joke Watch on YouTube About the show Sponsored by Logfire from Pydantic: pythonbytes.fm/logfire Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am 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. Michael #1: Web UIs for your reverse proxy Traefik, nginx, and Caddy all sit in front of a lot of self-hosted infrastructure, and all three are configured by hand-editing files. Three active projects put a control plane on top: Traefik Manager (Python + Flask), Nginx UI (Go + Vue), and caddy/ui (React + Node). All three are additive rather than replacements - none of them take ownership of your config away from you - which is the part that matters when the thing has write access to production routing. Traefik Manager is the Python one: Flask 3.1 and Gunicorn for the control plane, a lightweight Go agent for remote instances, currently v1.10.0 with an Android companion app. Nginx UI is a single Go binary at 11.3k stars, with a block-style config editor, an Ace editor doing LLM completion on nginx syntax, and an MCP server so agents can drive it. caddy/ui runs as two containers next to your existing Caddy, reads and writes your Caddyfile directly, and uses Caddy's /adapt API to validate before reload - no Docker socket required. Each one edits the config the underlying server already reads, so your files stay the source of truth and you can drop the UI without unwinding anything. Undo is a first-class feature across all three - timestamped backups with optional Git history, config version compare and restore, Caddyfile snapshots with one-click rollback. Observability is where they diverge: Traefik Manager does CrowdSec and a visual route map, Nginx UI does server metrics, caddy/ui streams access logs over SSE and pulls p50/p95/p99 off Caddy's Prometheus endpoint. Maturity spread is wide - Nginx UI has 11.3k stars, caddy/ui has 4 and was built in a single Claude session - and caddy/ui ships with auth off by default, so set CADDY_UI_USER and JWT_SECRET before it goes anywhere near a public interface. Calvin #2: Wagtail 8.0 is hot off the presses Link: https://github.com/wagtail/wagtail/releases/tag/v8.0 Custom base page models are now supported, so projects aren't locked into subclassing Wagtail's Page as shipped (Matt Westcott). New v3 REST API handles both read and write CMS operations, a first for Wagtail's API. A global registry for permission policies, plus full customizability for the remaining page views via PageViewSet. AVIF and WebP images are no longer auto-converted to PNG by default, a real behavior change to watch on upgrade. Five security fixes: page admin API restrictions, document identification by SHA1 hash, descendant collections in the Documents/Images API, snippet copy permissions, and the page translation endpoint. Formalized Django 6.1 support, and CI now runs on uv with a lockfile. Sponsor: Logfire from Pydantic Your AI agent failed at 2am. Was it the model? A tool call? The database? Most observability tools can't tell you, because they only see part of your stack. Pydantic Logfire sees all of it. One trace across your agents, LLMs, APIs, and database. Down to the infrastructure: services, Kubernetes, and hosts. It's built on OpenTelemetry, with SDKs for Python, TypeScript, and Rust, and it works with any OTel-compatible language. Every prompt, token count, and cost, right next to your vector searches and API calls. You query everything with Postgres-compatible SQL. And so can your coding agent, through the Logfire MCP server. Stop guessing. Read the trace. Pydantic Logfire. AI, it's still just engineering. Visit pythonbytes.fm/logfire today and sign up today. Get 10M records free every month, no card required. You can even click “Onboard with your coding agent” to copy a prompt to have claude or codex integrate Logfire into your app. Thanks to Pydantic for supporting the show. Calvin #3: RISC-V is now officially supported by CPython Link: https://blog.python.org/2026/08/riscv-now-officially-supported/ CPython added RISC-V as a tier 3 platform under PEP 11, specifically the 64-bit Linux target riscv64-unknown-linux-gnu. RISC-V is an open ISA anyone can implement, unlike x86 and ARM, and its market is projected to quadruple by 2032. The RISE Project donated real RISC-V machines for buildbots; the author's work was funded by a Sovereign Tech Agency fellowship. What changes: the port is now a maintained compatibility target, so CPython changes are less likely to quietly break it. What doesn't: no python.org installers, no binary wheel parity for native extensions. Next up: RISC-V runners in CPython CI for pre-merge feedback, then a push toward tier 2, plus architecture-specific optimizations. The ask is testing. If you have RISC-V hardware, build CPython, run your test suite, file what breaks. Tier 3 is the weakest support tier. PEP 11 tier 3 requires a core developer contact and a buildbot, but failures on tier 3 platforms explicitly do not block a release. Saying "ongoing CI/testing expectations" oversells it. The honest bit is "someone is now on the hook for it, and breakage gets noticed," not "it's guaranteed working." Worth the caveat that this is Linux SBCs, not microcontrollers. A VisionFive 2 counts, an ESP32-C6 or Pico 2 does not. Those are 32-bit non-Linux parts where MicroPython is still the answer. Michael #4: Django's annual releases make every version an LTS Starting with Django 2028, Django will move to one January feature release per year, adopt calendar-based version numbers, and support every release for three years. The old distinction between standard and LTS releases disappears, giving teams a predictable annual upgrade path that aligns more closely with Python's own release and support cadence. Every Django release becomes the safe, long-supported choice, so teams no longer need to wait for a specially designated LTS version or absorb two years of changes at once. Each release gets one year of mainstream bug fixes followed by two years of security and data-loss fixes. New releases support the three latest Python versions and add the next Python release during their first year. Calendar versioning begins with Django 2028, followed by Django 2029 and so on. Three Django versions will be supported at any time, giving third-party packages a clearer rolling target. Nothing changes before 2028, and existing commitments for Django 5.2 LTS and 6.2 LTS remain in place. Extras Calvin: The Python docs now document the time complexity of built-in types https://docs.python.org/3.16/library/time-complexity.html Thinking in Python - Bruce Eckel's free book https://thinkinginpython.com/ Michael: prune_uv_pythons.py - Prune uv-managed Python installs, keeping only the newest patch per minor version Runs automatically in my system “upgrade” script: upgrade-output-2026.png Started using Ollama cloud models for my Hermes assistant. Thanks to Jeff Triplett I learned they are not just local models. Joke: The Tao of Programming - Book Seven: Corporate Wisdom

In this episode of SPACES, Dimitrius speaks with Raleigh-based developer, consultant, and writer Desmond Dunn, founder of The Emerging Developer, about why density alone is not a sufficient measure of successful community development.The conversation was inspired by Desmond's article, “Density Without Infrastructure Is a Recipe for Disaster,” and his argument that density tends to multiply the conditions already present in a neighborhood. If a community lacks walkability, schools, transportation, recreation, grocery stores, economic opportunity, or basic infrastructure, simply adding more residents can intensify those deficiencies rather than solve them.Desmond and Dimitrius also examine how concentrating affordable housing in historically disinvested communities can reinforce existing inequities, why the built environment influences behavior and opportunity, and how development can become disconnected from human outcomes when projects are optimized primarily around financial performance.They discuss the role of small, community-based developers and why people who actually understand a neighborhood may be better positioned to identify what it needs—whether that is housing, mixed-use development, local businesses, public space, or something else entirely.Desmond also explains why meaningful community engagement should happen before a project is designed, not after the major decisions have already been made.Ultimately, the conversation asks developers, architects, planners, and policymakers to think beyond unit counts and consider a larger question:Does what we are building actually make the community better?In this episode:Why density without supporting infrastructure can create new problemsWhy housing unit count is an incomplete measure of successHow density can amplify existing neighborhood conditionsThe consequences of concentrating affordable housingThe relationship between the built environment, psychology, and behaviorHow historic disinvestment continues to shape communities todayWhy many developments are optimized for capital rather than peopleThe importance of neighborhood services, schools, transportation, and economic opportunityWhy small developers matter to the housing ecosystemCommunity-based development versus standardized development modelsWhy community engagement needs to happen before design beginsThe “hardware and software” of healthy communitiesCreating places that encourage human connectionWhy responsible development should create more value for a community than it extractsAs Discussed:Density Without Infrastructure Is a Recipe for DisasterEnjoyed this episode? You might want to also listen to the limited series Going Green & Built to DivideLYNESIf you enjoy our content, you can check out similar content from our fellow creators at Gābl Media.Spaces Podcast Spaces Podcast websiteLYNES // Gābl MediaAll rights reserved

Wed, 26 Aug 2026 16:00:00 GMT http://relay.fm/intentional/7 http://relay.fm/intentional/7 David Sparks and Chris Bailey A walkthrough of how personal software gets made, and how artificial intelligence is democratizing software development. Including the three stages of developing your own app: design, implementation, and creation. A walkthrough of how personal software gets made, and how artificial intelligence is democratizing software development. Including the three stages of developing your own app: design, implementation, and creation. clean 2680 A walkthrough of how personal software gets made, and how artificial intelligence is democratizing software development. Including the three stages of developing your own app: design, implementation, and creation. Links and Show Notes: Support Intentional AI with a Relay Membership Submit Feedback Intentional AI - Relay Intentional AI Podcast - YouTube Chris's new TED talk Intentional by Chris Bailey Vestaboard The Omni Group Apple Developer Program - Apple Developer Wispr Flow Things - To-Do List App for Mac & iOS Mac Power Users #863: 20 Years of Things with Werner Jainek - Relay ChatGPT can now send texts for you with new Apple Messages plug-in | TechCrunch AI was supposed to win people over by now -- it hasn't | TechCrunch ‎The No List App - App Store The Case for a Personal Apple Developer Tier - MacSparky WWDC26:

As the renewable energy and storage industries grow, and enter more hostile geographies, asset resilience is becoming an increasingly pressing concern. Developers, owners and lenders want to know how solar, storage and other facilities can increase their resilience to the growing risks of physical threats such as hailstorms and wildfires. The rush to add capacity to meet surging demand from new data centres is adding to the pressure, making calculations about the value of asset reliability increasingly complex.In this special episode, host Ed Crooks speaks with Mike Perron, Renewable Energy Market Lead at FM, and Cassian Walker, Operations Vice President and Renewables Engineering Manager at FM, one of the world's largest commercial property insurers. They explain how insurers are starting to build resilience into renewable project design far earlier in the development process, and why that has become a financing issue as much as a technical one.For solar power, that means understanding the inherent physical risks such as hail, then deciding what combination of tracker systems, stowing technology and panels is right for the location. The same equipment that performs adequately in California or New Jersey can become a major liability in Texas or Arizona.Cassian explains how modern trackers can tilt panels away from an incoming storm to turn a direct hit into a glancing blow. Mike contrasts a devastating nine-figure loss at one Texas site with a far smaller loss at another facility that successfully stowed. Those resilience strategies can work only if the system is designed for the local wind and hail conditions, and the performance of the equipment has been tested and verified.From there, the conversation broadens to the economics. Insurance can account for a large share of a project's operating costs, and lenders are asking harder questions about resilience before they finance new builds. FM's case is that better engineering, better hazard modelling and earlier involvement from insurers and independent engineers can lower lifetime risk and improve financial performance, even if they raise up-front costs.Today, renewable developers still often treat insurance as a late-stage procurement exercise, after key technology decisions have already been locked in. Mike and Cassian argue that that is changing, but the industry is still early in that learning curve. As renewables become more important to the power system, those questions will only get harder to avoid.This episode of Energy Gang is sponsored by FM. As one of the world's leading commercial property insurers, FM combines engineering expertise, scientific research, and data-driven insights to help organizations understand, mitigate, and prevent loss before it occurs. From utility-scale solar and battery storage projects to thermal power generation, manufacturing operations, and other critical infrastructure, FM helps organizations build stronger, more resilient businesses. To learn more about FM's engineering-based approach to resilience, visit FM.com. For additional insights on risk, resilience, and business continuity, subscribe to FM's Sound Policy podcast. FM. Protect Your PurposeSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mike Palmer reconnects with old colleague Don Gregori, COO of First Factory, to unpack core insights from Don's book, The Emergent Leader: A Guide to Brand Building, Leadership, and Self-Mastery. Drawing from a non-linear career path—ranging from theater major and aerial stunt coordinator to an 18-year tenure at Kaplan and scaling tech teams—Don shares practical strategies for authentic leadership, proactive stress management, and navigating AI workplace disruption. Key Takeaways

A.M. Edition for Aug. 24. Trade talks between Canada and the U.S. have broken down, with Mark Carney betting no deal is better than a bad deal. WSJ trade reporter Gavin Bade details the new tariffs. Plus, Paramount begins settlement talks with several Democratic states today in a bid to avert an antitrust lawsuit over its takeover of Warner Bros. Discovery. And Nvidia, not satisfied with producing the computing power for AI, spends billions of dollars on developing open-weight AI models to compete with China. Luke Vargas hosts. Sign up for the WSJ's free What's News newsletter. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Key takeaways: The "demo versus product" gap:  An AI demo is judged on its best day, but an institutional-grade product is judged on its worst. Building reliable financial tools requires rigorous, auditable grounding frameworks to avoid hallucinations and ensure every output can be traced back to a verified source. Don't bet against the model:  Developers should avoid wasting resources on complex workarounds for temporary constraints on models that are evolving rapidly. Instead, they should focus on elements that models cannot natively learn: details specific to the firm, such as proprietary data or how data sets are connected to each other. Tackling legacy constraints: Successful innovation lies in redesigning workflows from first principles rather than simply automating legacy bottlenecks to do the same tasks faster. In this episode of Goldman Sachs Exchanges, Chris Churchman, head of Marquee, Goldman Sachs' digital platform for institutional and corporate clients, talks about building effective artificial intelligence (AI) products for institutional investors. Churchman, who is also co-chair of the Global Banking & Markets AI Working Group, describes an ongoing shift from a world where users must learn software to one where software learns the user. He tells hosts Allison Nathan of Goldman Sachs Research and George Lee, co-head of the Goldman Sachs Global Institute, about the challenges of grounding generative AI in hard facts, and emphasizes the need to design systems that enhance human reasoning rather than outsourcing critical thinking to machines. The opinions and views expressed herein are as of the date of publication, subject to change without notice, and may not necessarily reflect the institutional views of Goldman Sachs or its affiliates. The material provided is intended for informational purposes only, and does not constitute investment, legal, or tax advice, a recommendation from any Goldman Sachs entity to take any particular action or be used as a basis for any other investment decision, or an offer or solicitation to purchase or sell any securities or financial products. Any forward-looking statements, case studies, computations or examples set forth herein are for illustrative purposes only. Past performance is not indicative of future results. Neither Goldman Sachs nor any of its affiliates make any representations or warranties, express or implied, as to the accuracy or completeness of the statements or information contained herein and disclaim any liability whatsoever for reliance on such information for any purpose. Each name of a third-party organization mentioned is the property of the company to which it relates, is used here strictly for informational and identification purposes only and is not used to imply any sponsorship, affiliation, endorsement, ownership or license rights between any such company and Goldman Sachs. This material should not be copied, distributed, published, or reproduced in whole or in part or disclosed by any recipient to any other person without the express written consent of Goldman Sachs.   Disclosures applicable to information relating to Goldman Sachs Global Banking & Markets, if any, mentioned herein, are available: https://www.goldmansachs.com/disclaimer/salesandtrading Disclosures applicable to research with respect to issuers, if any, mentioned herein are available through your Goldman Sachs representative or at http://www.gs.com/research/hedge.html.   A transcript is provided for convenience and may differ from the original video or audio content. Goldman Sachs is not responsible for any errors in the transcript.   Date of Recording August 11, 2026 © 2026 Goldman Sachs. All rights reserved.   Learn more about your ad choices. Visit megaphone.fm/adchoices

Listen and subscribe to Money Making Conversations on iHeartRadio, Apple Podcasts, Spotify, www.moneymakingconversations.com/subscribe/ or wherever you listen to podcasts. New Money Making Conversations episodes drop daily. I want to alert you, so you don’t miss out on expert analysis and insider perspectives from my guests who provide tips that can help you uplift the community, improve your financial planning, motivation, or advice on how to be a successful entrepreneur. Keep winning! Two-time Emmy and Three-time NAACP Image Award-winning, television Executive Producer Rushion McDonald interviewed Dr. Isaiah Tatum. A 24-year-old entrepreneur, touring artist, and hotel owner:

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With the 2026 Federal Budget reshaping tax incentives and many investors questioning whether traditional buy-and-hold strategies still make sense, where should property investors be looking next?In this episode, Veronica Morgan and Chris Bates are joined by property developer and educator Michael Tiemens to explore why small-scale property development is becoming an increasingly attractive strategy for investors seeking to build wealth through value creation rather than relying on market appreciation alone. Michael explains how subdivision and development can manufacture equity, while also highlighting the discipline, due diligence, and strategic thinking required to make these projects successful.Together, they unpack the realities behind successful development—from identifying the right sites and understanding buyer demand to conducting rigorous feasibility studies and managing finance, planning, construction, and market risks. They also challenge one of the biggest misconceptions in property investing: that tax benefits should drive investment decisions. Instead, the conversation focuses on building resilient investment strategies based on sound fundamentals, long-term thinking, and careful risk management.Whether you're an experienced investor looking to adapt to Australia's changing tax landscape or you're considering your first development project, this episode offers practical insights into how small-scale development can fit within a smarter, more sustainable property investment strategy. Tune in to discover why creating value—not simply waiting for capital growth—could be the key to building long-term wealth.Episode Highlights01:28 – The Budget Changes the Property Investment Game05:59 – Why Tax Shouldn't Drive Your Investment Strategy13:03 – What Happens When a Development Goes Off Track?18:58 – Buy Low, Create Value, Sell Smart21:15 – How to Negotiate a Better Development Deal23:56 – Build What Buyers Actually Want25:36 – The Battleaxe Block Objections Developers Face26:58 – Why Backyard Living Could Drive Buyer Demand28:59 – Why Property Fundamentals Matter More Than Tax32:20 – Can Partnering With Landowners Make Development Easier?36:27 – The Risks Developers Need to Spot Before Buying40:36 – Why Patience Could Be a Developer's Biggest Advantage43:08 – How to De-Risk a Property Development Project50:20 – Designing Developments Around Real Buyer DemandAbout the GuestMichael Tiemens is a property developer, educator, and founder of Develop Coach, where he helps aspiring and experienced investors navigate the complexities of small-scale property development. After building his own portfolio through subdivision and development projects, Michael has dedicated his career to teaching investors how to create wealth by manufacturing equity rather than relying solely on market appreciation.Drawing on years of hands-on experience, Michael specialises in development feasibility, site selection, subdivision strategy, and risk management. He is passionate about helping investors understand the commercial realities of development, equipping them with practical frameworks to assess opportunities, avoid costly mistakes, and make informed investment decisions in an evolving property market.Through his coaching, education, and real-world project experience, Michael has helped hundreds of investors develop the knowledge and confidence to approach small-scale property development with greater discipline, clarity, and long-term strategic thinking.Connect with MichaelInstagram | Michael TiemensLinkedIn | Michael TiemensWebsite | H.COResourcesVisit our website: https://www.theelephantintheroom.com.auIf you have any questions or would like to be featured on our show, contact us at:The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.auLooking for a Sydney Buyers Agent? https://www.gooddeeds.com.auWork with Veronica: https://www.veronicamorgan.com.auLooking for a Mortgage Broker? alcove.com.auWork with Chris: chrisbates@alcove.com.auEnjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now!Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcastSubscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6EIf you enjoyed today's podcast, don't forget to subscribe, rate, and share the show! There's more to come, so we hope to have you along with us on this journey!See you on the inside,Veronica & Chris

In this episode of the AppleVis Extra, David Nason speaks with Rocco Fiorentino, developer of FloType, an upcoming VoiceOver-first keyboard for blind and low-vision users. If you remember the speed and simplicity offered by Fleksy and later FlickType, FloType will feel immediately familiar. Rocco explains how his background as an audio engineer and producer gradually led him into development, first through scripting tools designed to make Pro Tools more efficient with VoiceOver, and eventually to building a keyboard intended to solve one of the persistent frustrations of touchscreen devices: typing quickly without needing to hit every virtual key precisely.FloType takes a very different approach from Apple's conventional onscreen keyboard. Rather than requiring you to locate individual letters accurately, you tap approximately where you believe the letters would be on a QWERTY keyboard. FloType analyzes the pattern of those taps and predicts the word you intended. Swipe right to accept the suggestion, swipe up or down to move through alternatives, and continue typing without having to find a spacebar. In the episode, Rocco gives a hands-on demonstration showing just how quickly this can work, including entering words, correcting an incorrect prediction, adding punctuation and emoji, deleting text, and switching to manual character entry when a word isn't in FloType's dictionary.There is considerably more going on than word prediction. FloType can be used system-wide through an iOS keyboard extension, while gestures provide access to editing commands that would otherwise require finding controls on the screen. Rocco discusses cursor navigation, manual entry, customizable sounds and haptics, key size and contrast options for low-vision users, and plans for a self-voicing experience. He also talks about an Apple Watch version currently being tested, where limitations in watchOS gesture handling present some interesting accessibility challenges. Multi-language support is another major goal, with English and Spanish planned as the initial languages when FloType reaches the App Store.The conversation also offers an interesting look behind the scenes at accessible app development. Rocco is totally blind and discusses using Swift and Xcode, AI-assisted development, sighted feedback for visual design, and extensive input from blind and low-vision beta testers. He explains why supporting another language involves far more than translating an interface: FloType needs to understand the vocabulary, grammar, keyboard layout, and patterns of each language well enough for its prediction system to remain useful. The pair also discuss FloType's eventual business model, the realities of maintaining an accessibility-focused app as Apple changes VoiceOver and its operating systems, and Rocco's commitment to ensuring the project can continue even if he is someday unable to maintain it himself.This episode should be particularly interesting to anyone who misses Fleksy or FlickType, finds conventional touchscreen typing cumbersome, doesn't use Braille Screen Input, or simply wants another fast way to enter text on an iPhone or iPad. It is also well worth hearing for blind developers and anyone curious about how a VoiceOver-first application moves from an idea to a working product. FloType remains in active beta at the time of writing rather than being a publicly released App Store app, but its…

Podcasting 2.0 August 21st 2026 Episode 268 - "Dead Hanging Safari" It's always DNS or CORS - and how your right brain is gating bad robots Show Notes ------------------------------------------------------------------------------------------------------------------------------------- 00 - THE LOCATION TAG — SPEC TO DATASET TO GLOBE IN 48 HOURS The lead, and it's yours: Wednesday afternoon Dave posted — "There is a new locations data set on the public datasets page... The db tables are still back-filling since I updated the db and aggregators to support the new tag format. After a couple of days it should be mostly complete." He cc'd @james, @alberto, @js and then @DavidMarzalC. That cc list is the whole story — within 48 hours all four had done something with it. @dave — the locations dataset post (20 Aug) The shipping trail: web-ui PR #608, "add locations export to public data sets," branch public_datasets → merged to master the same afternoon. This is the first public dataset built on the new location tag format rather than the old one. Then somebody built the map. By Friday morning Alberto had radar.rss.io/#globe up — a spinning globe of podcasts made in or about places on earth, drawn from the free dataset, most entries carrying full OpenStreetMap references. James put it in front of the OpenStreetMap community directly: "One for excellent people using @openstreetmap." James's review, and the two asks: "This is so cool. Really shows the power of the location tag. The globe — would be nice to add filters to that (made in vs about). Or maybe just colour the dots differently? The next trick would be some OSM lookups on the IDs to work out what the places are."

Joshua McDonald: Product Owners Earn Team Loyalty By Showing Up, Learning, And Deciding The Great Product Owner: Vulnerable Enough To Learn The Technical Details Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "I've seen developers be fiercely loyal to their product owner who makes that type of effort." - Joshua McDonald   Joshua describes the great Product Owner as someone who connects with the team even without a technical background. They do not pretend to know everything. Instead, they get into refinement with curiosity, write stories with the developers, and say, "I think this is what needs to be done, but correct me if I'm wrong." That vulnerability creates a strong partnership. Developers see the effort and often respond with loyalty, to the point where they may refuse to continue important discussions without the Product Owner in the room. The lesson is useful for Scrum Masters coaching Product Owners: deep technical expertise is not the entry ticket. Presence, curiosity, and the willingness to learn with the team are what create trust.   Self-reflection Question: How does your Product Owner show the team they are willing to learn the product with them? The Bad Product Owner: The Dependent Note Taker Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "Sometimes you ask the product owner, you're the bus driver, where do you want us to go? And they say, let me go talk with the product manager." - Joshua McDonald   The Product Owner anti-pattern Joshua highlights is the dependent PO: the person who shows up as a note taker rather than a decision maker. This often happens when a Product Manager sits behind the PO and every decision has to be checked elsewhere. The day-to-day symptoms are easy to spot: camera off, muted, disconnected, asking people to repeat questions, missing meetings they scheduled themselves, and leaving the team without timely answers. Joshua's coaching response starts with one-on-ones, support, and curiosity. He asks how they are doing, what support they need, and what signals would help the team see they are engaged. When the product feels too technical, he sits beside them, learns with them, and helps them build confidence instead of leaving them exposed.   Self-reflection Question: Where is your Product Owner dependent on someone else for decisions, and how is that affecting the team?   [The Scrum Master Toolbox Podcast Recommends]

This week we sit down with Toronto architect and developer Noam Hazan, the guy calling the "missing middle" the most alive part of Canadian real estate. After designing for global firms like Foster + Partners and Richard Meier, Noam now helps regular people turn single lots into fourplexes, sixplexes, and garden suites. We get into his own project, the numbers behind MLI Select and the HST rebate, the rise of the "citizen developer," and how to actually make these deals pencil. TORONTO MULTIPLEX EVENT Try it NordVPN risk-free now with a 30-day money-back guarantee! Use our code "realestate" to get 4 extras months from a 2 years plan Exchange-Traded Funds (ETFs) | BMO Global Asset Management LISTEN AD FREESee omnystudio.com/listener for privacy information.

Benjamin and Chance talk about the crazy leak by Apple depicting the new AirPods with cameras in a video demo, the changes in iOS 27 beta 6, their latest experiences with Siri AI, whether iPhone 18 Pro will fit iPhone 17 Pro cases, and perhaps some final resolution in the Apple vs EU App Store commission battle. And in Happy Hour Plus, Benjamin talks about some of the leaks for the upcoming HomePod with a screen. Subscribe at 9to5mac.com/join. Sponsored by Bitwarden: Check out Bitwarden, featuring secure password management, passkey support, end-to-end encryption, and seamless autofill across all devices. Sponsored by Keeper: Get 60% off personal and family plans at keepersecurity.com/HAPPYHOUR. Sponsored by Copilot Money: Get two months free with code 9TO5MAC at copilot.money/9to5mac. Sponsored by Framer: The only free design tool that brings your ideas to the web. Visit framer.com/happyhour for 30% off a Framer Pro annual plan.

Democrat policies only create ghettos and destruction. PLUS, Mel K, host of The Mel K Show and author of the new book Infiltration Instead of Invasion: America Betrayed (1944-1954), discusses the infiltration of globalists in America after World War II, the players behind it all, America's financing of the world, and how the CIA was never created to protect the American people. And Scott 'The Cow Guy' Shellady, host of Cow Guy Close on RFD-TV, says Illinois can't tax its way out of trouble as Shaun wonders if we should go back to state currencies. See omnystudio.com/listener for privacy information.

We're back for a brand-new season!

The conversation focused on Livid, a newly launched video hosting platform positioned as a strong alternative to Vimeo, especially for users facing steep price increases following Vimeo's acquisition by Bending Spoons. A key theme that emerged was Livid's streamlined migration tools, including a free exporter and a robust WordPress plugin, making it easy to transfer and replace Vimeo content. The discussion explored customisable player options, flexible privacy controls, showcases for grouping content, and competitive bandwidth and storage pricing. Assurance of stable backing and infrastructure rounded out the deep dive into Livid's value for the WordPress and wider web community.

Another of these week where we talk about our respective prograss. I got some weird signups causing me to shutdown account creation for SB and Morten is soon to release a community edition for DeployCrate..

- Apple Lowers Commissions, Simplifies System for Developers in EU - AppleInsider Sees EU Developer Rules as a Sign of Things to Come for US - Sensor Tower: Link-Outs Costing Apple Commission Revenue in US - Apple Warns of Possible Disappearance of App Store Commissions - Apple Tweaking App Tracking Transparency Messaging in EU - Apple Pledges Support After Indonesian Earthquake - macOS 26.6.2 Update: A Cautionary Tale - Apple Watch National Parks Activity Challenge Set for Sunday - Apple TV Outs Spoiler Laden Season-Six "Slow Horses" Trailer - Sponsored by Coveron: Save up to 76% off with code macos at coveron.com/macos - Sponsored by Copilot Money: Get a two month free trial with Offer Code MACOSKEN at copilot.money/macosken - Catch Ken on Mastodon - @macosken@mastodon.social - Send Ken an email: info@macosken.com - Chat with us on Patreon for as little as $1 a month. Support the show at Patreon.com/macosken

Your site is down. It's 3am. Is it a bug, a bill, or a breach? You can't tell yet, and everyone is watching you find out. Matt Lea has spent fifteen years being the person companies call when an outage is costing them real money per hour, and his whole argument is that everything you'd want in that moment gets decided months earlier, on ordinary afternoons, when someone chose the convenient thing. We walk his top twelve dos and don'ts in AWS - infrastructure as code, IAM roles instead of access keys, private subnets, no wildcards, no public buckets - and I push on which of them actually matter if you're one person on a small VPS. Then we get to Cloud War Games, where Matt breaks things on purpose so your team's first real incident isn't their first incident. Let's get into it. Episode sponsors Sentry Error Monitoring, Code talkpython26 Talk Python Courses Talk Python Courses Links from the show Guest Matt Lea: linkedin.com Talk Python Certificates: training.talkpython.fm/certificates Schematical: schematical.com CloudWarGames.com: cloudwargames.com Zero to Hero on AWS Security: www.oreilly.com Repo: github.com Custom Wheel Offset: customwheeloffset.com 2012 TechCrunch Disrupt Hackathon: techcrunch.com tech comics: schematical.com shhgit: github.com Zero Trust in 200ms: Implementing Identity-Per-Transaction: us.pycon.org Coolify: coolify.io returned to full GA Nov 2025: aws.amazon.com Signed URLs/cookies: docs.aws.amazon.com Cloudflare: www.cloudflare.com Bunny Shield: bunny.net Cloud War Games One: www.youtube.com Cloud War Games Two: www.youtube.com LinkedIn: linkedin.com YouTube: youtube.com KnocKnoc: knocknoc.io Watch this episode on YouTube: youtube.com Episode #559 deep-dive: talkpython.fm/559 Episode transcripts: talkpython.fm Theme Song: Developer Rap

On the podcast: hitting $10M ARR without ever testing a paywall, paying their own customers to help make video ads, and why you might want to turn away some potential customers.Top Takeaways:

Metro Atlanta is growing quickly, adding more jobs and new development, but delivering housing in step with that growth is increasingly complex. Builders and developers must balance limited land availability, infrastructure constraints, rising costs and evolving buyer expectations while creating communities that work for both residents and local governments.  Myles Cardenas, senior land planning and development manager with Taylor Morrison, joins Host Carol Morgan on Atlanta Real Estate Forum Radio to break down the forces shaping residential development across Metro Atlanta and what's ahead for the region's next phase of growth.  Growth Is Outpacing Infrastructure in Many Areas  As Metro Atlanta's population grows, local governments are working to align housing demand with existing infrastructure capacity. Roads, water and sewer networks, utility expansion timelines and stormwater systems all play a role in whether new development can move forward. In some cases, municipalities are slowing approvals or tightening development standards while they assess how much additional growth these systems can support.  “I don't think it's a shortage. I think it's more so of a slowdown,” Cardenas said.  That distinction is important. Land may be available, but development cannot proceed without the infrastructure and approvals needed to support it.  Housing is not the only demand on these systems. Large-scale commercial projects, including data centers and industrial development, also require significant infrastructure capacity, making long-term planning even more critical.  Infill and Redevelopment Are Key Housing Drivers  As large parcels become harder to find in established areas, older office buildings, outdated retail centers and underperforming commercial sites are increasingly being evaluated for residential or mixed-use redevelopment. These locations often have existing infrastructure and established communities nearby, creating opportunities to add housing in areas that already have jobs, services and amenities.  While these projects can help bring housing closer to established activity centers, they also require more creative planning. Developers must work within existing structures, infrastructure and site constraints rather than starting with a blank slate.  Stormwater Requirements Are Reshaping Site Design  One of the most influential and often underestimated factors in land development is stormwater management. Regulations and infrastructure requirements can significantly affect site layout, density and overall project costs.  Every added cost in land development ultimately affects home affordability. That reality is pushing developers to look for efficiencies earlier in the process by optimizing land use, refining site design and reducing unnecessary expenses wherever possible.  Finding those efficiencies can help developers make better use of available land while keeping the cost of new housing in focus.  No Single Housing Model Fits Every Market  Housing demand across Metro Atlanta is not uniform, and development strategies reflect that reality. Depending on location and market conditions, communities may include smaller lots, higher-density townhomes, larger homesites or mixed-use components.  Local regulations, infrastructure availability, land costs and buyer preferences all influence what gets built and where.  “I think everybody's really taking a look at what they do and understanding what they do best and trying to strategize land position from there,” Cardenas said.  That strategic approach is becoming increasingly important as builders determine where their products and expertise align with local demand.  Atlanta's Residential Growth is Moving in Multiple Directions  Metro Atlanta's next wave of residential growth is not concentrated in a single corridor. It is emerging in multiple directions as employment centers, infrastructure investment and land availability.  Southern communities such as South Fulton, Union City, Peachtree City and Newnan continue to attract attention as new jobs and master-planned communities take shape. At the same time, northern areas are seeing increased interest driven by data centers and other employment hubs.  Across both regions, the pattern remains consistent: Housing follows opportunity. Where jobs, infrastructure and amenities expand, residential development tends to follow, although the pace of that growth still depends heavily on infrastructure readiness.  Infrastructure Will Shape Atlanta's Future Growth  While land availability is important, infrastructure ultimately determines whether development can move forward at scale. Water, sewer, transportation networks and utilities all influence what is possible in a given area.  This makes coordination between developers and municipalities essential. Cities must plan infrastructure investment alongside expected growth, while developers must evaluate existing capacity before committing to projects.  The result is a more varied growth pattern across the region. Some areas may have available land but limited infrastructure, while others have infrastructure in place but fewer large development sites. Together, those conditions are creating opportunities for both greenfield and infill development.  Workforce Capacity Is a Core Industry Challenge  Beyond land and infrastructure, the construction industry faces another major constraint: workforce availability. Skilled professionals are needed across every stage of development, from planning and design to construction and long-term community management.  Cardenas recently earned his Georgia general contractor license through the Licensed Contractor Cohort, a program focused on expanding access to construction careers and licensing pathways.  “There just aren't enough young people that are getting into the industry fast enough to essentially take over the demand that's coming through the housing and construction industry,” Cardenas said.  The industry also extends far beyond field construction. Roles in architecture, engineering, design, marketing, insurance and technology all contribute to delivering housing at scale. Expanding awareness of these career paths will be critical to meeting future demand.  As Metro Atlanta continues to grow, the ability to develop land efficiently will be just one piece of the puzzle. Infrastructure, housing affordability and a strong construction workforce will all play a role in determining how the region grows.  To learn more about Atlanta residential growth and the trends shaping future communities, listen to the full episode of Atlanta Real Estate Forum Radio. For more information about Taylor Morrison, visit https://www.taylormorrison.com/.  About Taylor Morrison  Taylor Morrison is one of the nation's leading home builders, with a history spanning more than 100 years. The company serves a broad range of homebuyers and renters across 12 states, offering homes and communities designed for different stages of life and lifestyles. Its family of brands includes Taylor Morrison, Esplanade and Yardly. The company focuses on delivering quality homes and sustainable communities while providing a customer experience built around service, innovation and trust.  Podcast Thanks       Thank you to Denim Marketing for sponsoring Atlanta Real Estate Forum Radio. Known as a trendsetter, Denim Marketing has been blogging since 2006 and podcasting since 2011. Contact them when you need quality, original content for social media, public relations, blogging, email marketing and promotions. A comfortable fit for companies of all shapes and sizes, Denim Marketing understands marketing strategies are not one-size-fits-all. The agency works with your company to create a perfectly tailored marketing strategy that will suit your needs and niche. Try Denim Marketing on for size by calling 770-383-3360 or by visiting www.DenimMarketing.com.        About Atlanta Real Estate Forum Radio       Atlanta Real Estate Forum Radio, presented by Denim Marketing, highlights the movers and shakers in the Atlanta real estate industry – the home builders, developers, Realtors and suppliers working to provide the American dream for Atlantans. For more information on how you can be featured as a guest, contact Denim Marketing at 770-383-3360 or fill out the Atlanta Real Estate Forum contact form. Subscribe to the Atlanta Real Estate Forum Radio podcast on iTunes, and if you like this week's show, be sure to rate it. Atlanta Real Estate Forum Radio was recently honored on FeedSpot's Top 100 Atlanta Podcasts, ranking 11th overall and number one out of all ranked real estate podcasts. The post Taylor Morrison: Rethinking Land as Atlanta Grows appeared first on Atlanta Real Estate Forum.

Listen and subscribe to Money Making Conversations on iHeartRadio, Apple Podcasts, Spotify, www.moneymakingconversations.com/subscribe/ or wherever you listen to podcasts. New Money Making Conversations episodes drop daily. I want to alert you, so you don’t miss out on expert analysis and insider perspectives from my guests who provide tips that can help you uplift the community, improve your financial planning, motivation, or advice on how to be a successful entrepreneur. Keep winning! Two-time Emmy and Three-time NAACP Image Award-winning, television Executive Producer Rushion McDonald interviewed Dr. Isaiah Tatum. A 24-year-old entrepreneur, touring artist, and hotel owner:

Listen and subscribe to Money Making Conversations on iHeartRadio, Apple Podcasts, Spotify, www.moneymakingconversations.com/subscribe/ or wherever you listen to podcasts. New Money Making Conversations episodes drop daily. I want to alert you, so you don’t miss out on expert analysis and insider perspectives from my guests who provide tips that can help you uplift the community, improve your financial planning, motivation, or advice on how to be a successful entrepreneur. Keep winning! Two-time Emmy and Three-time NAACP Image Award-winning, television Executive Producer Rushion McDonald interviewed Dr. Isaiah Tatum. A 24-year-old entrepreneur, touring artist, and hotel owner:

Listen and subscribe to Money Making Conversations on iHeartRadio, Apple Podcasts, Spotify, www.moneymakingconversations.com/subscribe/ or wherever you listen to podcasts. New Money Making Conversations episodes drop daily. I want to alert you, so you don’t miss out on expert analysis and insider perspectives from my guests who provide tips that can help you uplift the community, improve your financial planning, motivation, or advice on how to be a successful entrepreneur. Keep winning! Two-time Emmy and Three-time NAACP Image Award-winning, television Executive Producer Rushion McDonald interviewed Dr. Isaiah Tatum. A 24-year-old entrepreneur, touring artist, and hotel owner:

Topics covered in this episode: Python 3.12.14, 3.11.16, 3.10.21 - security releases Codeberg's AI-code ban tests its role as a GitHub alternative Brett Cannon: what's missing for reproducible builds on PyPI nothing records the source code a distribution came from. direct_url.json captures it when you install from a repo or archive, so the fix is putting the same info in sdist/wheel metadata. recording the build tools. Wheels can already do this via PEP 770 SBOMs in .dist-info/sboms/ - sdists can't, since they're a tarball plus a precalculated PKG-INFO with nowhere to hang extra metadata. Either "don't use sdists" or an sdist v2. Extra extra extra, hear all about it Extras Joke Watch on YouTube Sponsored by Logfire from Pydantic pythonbytes.fm/logfire This episode is brought to you by Pydantic Logfire. It's observability for AI apps from the team behind Pydantic - agents, LLMs, APIs, database, and infrastructure in a single trace, queried with Postgres-compatible SQL. Your coding agent can query it too, through their MCP server. I'll tell you more later. Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am 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. Calvin #1: Python 3.12.14, 3.11.16, 3.10.21 - security releases https://blog.python.org/2026/08/python-31214-31116-31021/ Source-only security releases for the three branches now in security-fix-only mode; release team blamed the European solar eclipse for the timing. tarfile hardening. Multiple path-traversal bypasses of the data filter closed, including a symlink escape that bypassed the CVE-2025-4330 fix; extract() now applies the filter to link targets too. Four fresh CVEs: CVE-2026-2297 (SourcelessFileLoader not using io.open_code() for .pyc), CVE-2026-4224 (expat crash on deeply nested content models), CVE-2026-3644 (control chars in http.cookies.Morsel), plus the completed CVE-2021-4189 fix in ftplib.ftpcp. Quadratic-complexity DoS cleanup across the stdlib: HTMLParser, configparser regexes, unicodedata.normalize(), csv.Sniffer.sniff(), and ElementTree XPath index predicates. Header/injection fixes: CR/LF rejected in HTTPConnection.set_tunnel(), control chars blocked in wsgiref.handlers status, and webbrowser now rejects leading dashes (plus a %action prefix bypass). http.client now caps chunked trailer lines and 1xx interim responses at 100 each - a hostile server could previously hang the client forever despite a socket timeout. Memory-safety odds and ends: stale pointers in lzma/bz2/zlib decompressors after MemoryError, a bz2 stack overflow on reuse-after-error, and bundled libexpat bumped to 2.8.3. If you're still on 3.10, 3.11, or 3.12 - and you extract tarballs from anywhere you don't fully control - this one's not optional. Michael #2: Codeberg's AI-code ban tests its role as a GitHub alternative Armin's article “Codeberg Divides” Armin Ronacher argues that Codeberg's new terms, which prohibit projects mostly written with generative AI, create a vague and difficult-to-enforce boundary. His larger concern is that a democratically governed host can still be unpredictable or ideologically narrow, weakening Codeberg's potential as a broad European alternative to GitHub. The strongest question for Python developers is whether repository hosting should judge legal open source by how code was produced, or focus on behavior and resource abuse. “Mostly generated” is hard to measure in modern codebases where developers mix handwritten code, completions, agents, and generated refactors. Ronacher suggests clearer alternatives: ban all LLM involvement, or target autonomous repository spam, abusive resource use, and low-quality generated contributions directly. Codeberg is free to choose a values-driven community, but that may conflict with being predictable, neutral infrastructure and a serious GitHub competitor. Worth discussing: can open-source communities set meaningful AI boundaries without driving maintainers and projects into opposing camps? Very first search for these terms lands on this page. Codeberg looked like a viable alternative. … Unfortunately, the latest update to its terms of service seems to mark a first step in changing one part I moved there for, namely the “freedom” part. Sponsor: Logfire from Pydantic Your AI agent failed at 2am. Was it the model? A tool call? The database? Most observability tools can't tell you, because they only see part of your stack. Pydantic Logfire sees all of it. One trace across your agents, LLMs, APIs, and database. Down to the infrastructure: services, Kubernetes, and hosts. It's built on OpenTelemetry, with SDKs for Python, TypeScript, and Rust, and it works with any OTel-compatible language. Every prompt, token count, and cost, right next to your vector searches and API calls. You query everything with Postgres-compatible SQL. And so can your coding agent, through the Logfire MCP server. Stop guessing. Read the trace. Pydantic Logfire. AI, it's still just engineering. Visit pythonbytes.fm/logfire today and sign up today. Get 10M records free every month, no card required. You can even click “Onboard with your coding agent” to copy a prompt to have claude or codex integrate Logfire into your app. Thanks to Pydantic for supporting the show. Calvin #3: Brett Cannon: what's missing for reproducible builds on PyPI Framing came out of his 2026 Python Packaging Council nomination - the secure-supply-chain gap he found is that Python has no defined way to do reproducible builds at all. Design goal is zero friction: producers uploading to PyPI shouldn't have to do anything. The work lands on build backends and installers. Gap #1: nothing records the source code a distribution came from. direct_url.json captures it when you install from a repo or archive, so the fix is putting the same info in sdist/wheel metadata. Gap #2: recording the build tools. Wheels can already do this via PEP 770 SBOMs in .dist-info/sboms/ - sdists can't, since they're a tarball plus a precalculated PKG-INFO with nowhere to hang extra metadata. Either "don't use sdists" or an sdist v2. The replay mechanism already exists: [build-system] in pyproject.toml is a defined entry point, so if backends recorded their own environment, you could reinstall and re-run the build. Payoff idea: trusted third parties report successful reproductions back to PyPI, which displays "independently reproduced by X" - surfaced in the index API so installers could prefer reproduced files. Explicitly framed as a perk, not a requirement - roughly SLSA build level 1, no shaming projects that don't opt in. Verbal kicker option: "And don't think pure-Python wheels are off the hook. Something built that wheel, and if that something was compromised, so is your wheel. SolarWinds was a build-process attack." Michael #4: Extra extra extra, hear all about it Python 3.14.7 Upgraded the MCP servers to 2026-07-28 v2 protocols (talk python, python bytes) Got agentsview running synced via postgres Talk Python courses, teams trial offering Talk Python courses, government procurement offering Lean TDD audio book is out Extras Calvin: uv now prefers post-quantum key exchange - https://github.com/astral-sh/uv/releases/tag/0.12.4 Joke: Beware of dog

AI development costs won't outpace developer salaries by 2028. Katrina Wong, Chief Marketing Officer at New Relic, brings 20+ years of enterprise marketing leadership and AI-driven go-to-market expertise. She predicts market competition and open models will keep AI tooling affordable, while token costs won't scale to $250,000 per developer per year. Wong also points to one-to-one personalized marketing and selling as the next frontier AI will unlock.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

AI development costs won't outpace developer salaries by 2028. Katrina Wong, Chief Marketing Officer at New Relic, brings 20+ years of enterprise marketing leadership and AI-driven go-to-market expertise. She predicts market competition and open models will keep AI tooling affordable, while token costs won't scale to $250,000 per developer per year. Wong also points to one-to-one personalized marketing and selling as the next frontier AI will unlock.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Welcome to Active Reload! This week James and Grant go over the new Grand Theft Auto VI leaks showing off some driving and fighting mechanics as well as some possible new mini games!Then, the group at Cloud Interactive Games had a livestream showing of Star Citizen's dynamic event, Siege of Orison, as it was meant to be experienced when everything was fixed within the game. However, the livestream was mess of bugs, instance problems, lackluster AI, and other out of game problems that were uncomfortable to watch live. This gives James and Grant another opening to discuss one of their favorite topics on this show: What even is Star Citizen supposed to be? And what does the targeted audience think of it anymore?Remember to rate, follow, like, and subscribe!

Interview with Nick Appleyard, CEO, TriStar GoldOur previous interview: https://www.cruxinvestor.com/posts/tristar-gold-tsxvtsg-legal-resolution-could-unlock-100m-in-shareholder-value-8034Recording date: 13th August 2026TriStar Gold Inc. (TSXV: TSG) is a Brazil-focused gold developer whose sole asset, the Castelo de Sonhos project in Pará State, presents one of the more striking valuation disconnects among development-stage gold names in the Americas. The May 2025 pre-feasibility study update outlines 1.4 million ounces of probable reserves at 1.1 g/t gold, with total indicated and inferred resources of 2.5 million ounces inclusive of reserves. At the study's $2,200/oz gold base case, the project generates a post-tax internal rate of return of 40% and a post-tax net present value of $603 million against initial capital of approximately $296 million, rising to a 72% IRR and $1.35 billion NPV at $3,200/oz gold. Mining is shallow open pit with 98% recovery and no sulphides, and the deposit remains open along an approximately 19km strike of mineralised conglomerate reef.Despite those economics, TriStar's market capitalisation stood at just C$63.6 million as of end-July 2026, a valuation that puts the company at roughly $20 per ounce of measured and indicated resource against a peer median near $94/oz, and 0.02x price-to-net-asset-value against a 0.3x peer median, according to company-compiled comparables. Management attributes the gap almost entirely to a federal civil action, initiated by the Federal Public Prosecutor's Office (MPF) and Brazil's National Foundation of Indigenous Peoples (FUNAI), arguing that TriStar's state-level environmental permit should instead have gone through a federal process involving an Indigenous Component Study and formal consultation with Kayapó communities in the region. TriStar and the State of Pará dispute this, arguing the project never triggered the thresholds that would require federal-level permitting. Critically, the underlying Licença Prévia (LP) permit remains valid; courts have rejected every injunction request against it, and the case is currently in an evidentiary phase awaiting a judge's ruling.CEO Nick Appleyard has stated a target of reaching a negotiated resolution, under which TriStar would retain its permit while voluntarily completing indigenous studies ahead of construction, before the end of 2026, with the market potentially taking a further three to six months to fully reflect that outcome. In the interim, the company is planning a drill programme around the high-grade Esperança South zone, expected to mobilise around October 2026, intended to support an eventual feasibility study.Beyond a standalone build, TriStar maintains an active data room with what management describes as roughly half a dozen Brazil-based candidates plus international parties, positioning the asset as a plausible acquisition target once the legal overhang clears. The company holds approximately US$10 million in cash against 397.5 million shares issued.Learn more: https://www.cruxinvestor.com/companies/tristar-gold-incSign up for Crux Investor: https://cruxinvestor.com

Developer John McNellis says passive real estate investing doesn't exist, and he explains why.Summary:John McNellis has developed close to 100 properties over more than 45 years, shifting from a corporate lawyer to a shopping center developer to, today, a specialist in small quick-serve restaurant ground leases with tenants like Chick-fil-A. In this conversation he walks through the two mistakes that wipe out most beginning developers, the deal that nearly cost him everything, and why he thinks the phrase "passive real estate investment" is one of the biggest lies in the business. He also breaks down why commercial real estate is a weaker inflation hedge than most investors assume, and lays out a simple path for landing a first deal.Key topics:The two mistakes that wipe out beginning developers: overpaying and overleveragingWhy commercial real estate underperforms as an inflation hedge (3% inflation versus 1.37% appreciation)The shift from ground-up shopping centers to small Chick-fil-A ground leasesWhy "passive real estate investing" is a myth, and what daily ownership actually requiresThe get rich slow approach: less debt, more equity, patience over scaleAbout John McNellis:John McNellis is a real estate developer and the author of Making It in Real Estate: Thriving as a Developer, now in its third edition. He has led close to 100 development deals across Northern California over more than 45 years.Links:

Developers looking to fast-track projects could have to pay more, after the government announced on Friday it planned to give councils power to recover costs of infrastructure. The change comes amid controversy over fast track residental developments, with councils warning some projects are getting ahead of infrastructure for roads, water and wastewater. In Auckland, there's been strong criticism of the approval of a 1200 home Delmore development near Orewa. Housing and Infrastructure Minister Chris Bishop spoke to Ingrid Hipkiss.

Rahul Sood has run the application security business at Harness for almost a year. He describes application security as one of the core pillars of the company, part of a vision of building a DevSecOps platform. A year ago Harness publicly announced that security accounted for a quarter of its revenue. Sood says the figure is now considerably higher. The company did not start there. Founder Jyoti Bansal thought about Harness for a decade before founding it, Sood says, after seeing the problem inside one of the largest banks. Harness launched as a DevOps platform, then merged with an API security company Bansal had also funded. The result is a platform that treats security as part of the developer workflow rather than a bolt-on, and covers it from code all the way to runtime. What changes when security lives inside the developer workflow? Developers stop leaving their own tools to chase findings. Harness aggregates results across scanners, deduplicates them, and puts remediation, assignment, and exemption requests in one place. Security teams get the other half of the picture through a policy engine that shows which policies fire on every build, which ones break a build, and where a developer asked for an exception, with a full audit trail behind it. Where is the bottleneck now that AI writes the code? It moved downstream. Sood says nearly every development team is generating more code with AI, while the volume actually reaching users has not risen at the same rate. By his estimate coding is 20 to 30 percent of the software development life cycle, and the remaining 70 to 80 percent happens after the code is written. That includes agents. Harness has extended the platform to support the Agent DLC, with native capabilities for AI evaluation and prompt testing alongside security coverage for agents from code to runtime. Sood points to two differences. The span from code to runtime covers agents while they are built and while they run, and skill scanning and prompt scanning were added to the same scanner already looking for code vulnerabilities rather than shipped as another tool to buy. The operational payoff shows up in release cadence. Sood describes a tier one US bank that maintained 150 separate policies and convened a team to confirm each one had been met before it could launch its banking app. Automating that review removed the meeting, and the bank now runs multiple launches within weeks. With 80 to 90 percent of software now assembled from third-party packages, libraries, and open source components, the same policy engine can block any build that pulls in a package which is end of life or malicious. This is a Brand Briefing. A Brand Briefing is an on-location conversation recorded on site at Black Hat USA 2026, putting a spotlight on the guest and their company and pairing it with the editorial reach of ITSPmagazine. Learn more: https://www.studioc60.com/performance/#briefing GUEST Rahul Sood, General Manager, Application Security at Harness On LinkedIn: https://www.linkedin.com/in/rssoods/ RESOURCES Black Hat USA 2026 event coverage from ITSPmagazine: https://www.itspmagazine.com/black-hat-usa-2026-cybersecurity-event-coverage-in-las-vegas Harness: https://www.harness.io/ Harness customer case studies: https://www.harness.io/customers Securing the Agent DLC, by Rahul Sood: https://www.harness.io/blog/securing-the-agent-dlc Harness AI Security: https://www.harness.io/products/ai-security Harness Application Security Testing: https://www.harness.io/products/application-security-testing Are you interested in telling your story? ▶︎ Full Length Brand Story: https://www.studioc60.com/content-creation#full ▶︎ Brand Spotlight Story: https://www.studioc60.com/content-creation#spotlight ▶︎ Brand Highlight Story: https://www.studioc60.com/content-creation#highlight ▶︎ Get your own Brand Briefing at an upcoming event: https://www.studioc60.com/buy-brand-briefings KEYWORDS rahul sood, harness, sean martin, brand briefing, brand story, brand marketing, marketing podcast, black hat usa 2026, application security, devsecops, agent dlc, ai security, api security, policy engine, software supply chain, open source risk, prompt scanning, skill scanning, code to runtime, developer experience, release velocity Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Podcasting 2.0 August 14th 2026 Episode 267 - "Chocolove" ------------------------------------------------------------------------------------------------------------------------------------- 00 - THE SPOTIFY "SKIP AHEAD" BUTTON — THE BIG ONE What it is: Spotify is testing a button that appears on the playback screen the moment it thinks you'd want to skip — an intro, a sponsorship message, or an entire ad break. It is bigger than everything else on screen. One tap drops you at the end of the break, back in the show. Premium subscribers only, selected markets including US and UK, and only when the app is in the foreground. Who broke it: James Cridland at Pod News, 4 August 2026 — an exclusive. Spotify never announced it. Semafor and most of the trade press picked it up afterwards; Cridland noted on air this week that some of them ran it without credit. The number that makes it different from a skip button: Cridland's arithmetic — skipping a typical ad break by hand is nine presses of the 15-second button, plus a correction tap when you overshoot. Skip Ahead is one. "Some people have said, oh, but you've been able to skip for years and this is no different. But a button that only appears when it's stuff that Spotify thinks you should be skipping is a start." It skips other people's money: the button fires on third-party ads — Acast, Odyssey, the New York Times — and on ads inside Spotify's own shows. It even skipped Search Engine's read for its own paid tier, PJ Vogt pitching Incognito Mode. One half of Spotify sells advertisers reach; the other half hands listeners a button to leave. Spotify's answer, and the trapdoor in it: Spotify told Cridland it is "not affecting ad delivery." True only if delivery means to the device. Cridland: "If ad delivery is to the listener's ear, which is actually what people are paying for..." — the download still counts, the ad still gets billed, the human never hears it. Spotify's other defence: the button merely shows where other listeners already skip. Cridland: "I'm not entirely sold on that, but if that's what Spotify say, I mean they wouldn't lie."

Benjamin and Chance talk about all the changes in iOS 27 beta 5, as Apple reportedly takes a fresh look at fitness wearables, details about the glassy iPhone 20, Friday Night Baseball on Vision Pro and more rumors about Apple TV sports rights — this time, golf. And in Happy Hour Plus, out of the blue, Apple TV launches another round of its free movie catalog collection promotion. Subscribe at 9to5mac.com/join. Sponsored by Bitwarden: Check out Bitwarden, featuring secure password management, passkey support, end-to-end encryption, and seamless autofill across all devices. Sponsored by Shopify: All you need is the idea. Shopify handles the rest. Start your free trial at shopify.com/happyhour. Sponsored by Framer: The only free design tool that brings your ideas to the web. Visit framer.com/happyhour for 30% off a Framer Pro annual plan.

The conversation focused on WordPress's recent market share decline, with data showing a dip from a 36% peak in 2022 to 33% in 2026. Casey and I discussed the rise of alternative platforms like Shopify and Webflow, the impact of AI-driven site building, and WordPress' marketing challenges compared to competitors. We got into how plugin developers and agencies must reassess products and business models to stay relevant, and explored WordPress' open source advantage and questioned whether renewed emphasis on data ownership could help counter trends threatening community engagement and growth.

What does an AI-native CI look like? The Semaphore team joins me to talk about their focus on making your agent harness the gateway to testing, fixing, and deploying your code.Video podcast version here: https://youtu.be/HzXAdtVrW70★Show Links★Semaphore https://semaphore.io/Semaphore open source https://github.com/semaphoreio/semaphoreSLSA Security Checklist https://slsa.dev/Creators & Guests Marcos Filipe - Guest Cristi Cotovan - Editor Bret Fisher - Host Beth Fisher - Producer Marko Gaćeša - Guest (00:00) - Introduction (00:29) - AI Native CI Vision (04:54) - Bret's Update (09:03) - Semaphore AI Journey (22:39) - Open Source Platform Shift (37:28) - Plugins CLI MCP Skills (43:11) - Work Until CI Is Green (45:42) - Test Boxes and Agentic CI Loop (57:39) - Sandboxing and Least Privilege (01:10:12) - Roadmap SLSA and Getting Started

Topics covered in this episode: Claude Code /insights Post-quantum crypto lands in Python MCP goes stateless — and FastMCP gets renamed inshellisense - IDE style command line auto complete Extras Joke Watch on YouTube About the show Sponsored by Xweather Xweather combines enterprise-grade weather intelligence with agent-ready APIs, natural language capabilities, and an MCP server so your agents can adapt workflows, automate responses, and make better decisions based on real-world conditions. Michael will tell you more about them later in the show. Get started for free at pythonbytes.fm/xweather Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Finally, if you want an artisanal 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. Michael #1: Claude Code /insights Michael's Insights: michael-kennedy-claude-code-insights-2026-08-09.html Be careful sharing these outputs, they include details references to your projects, errors, security findings, etc. ;) /insights reads your last 30 days of local session transcripts and hands back an interactive HTML report on how you actually work. One command, zero setup: type /insights in a session, or run claude -p "/insights" from the shell for a non-interactive version that just prints the path Reads what's already on disk: pulls session logs from ~/.claude/projects/, skipping agent sub-sessions and anything under 2 messages or 1 minute Project areas: clusters your sessions into themes like "CLI Tooling" or "Documentation" with session counts Friction analysis: categorizes where things went wrong by root cause - and quotes your own prompts back at you Interaction style: tells you whether you're a delegator or a micromanager, plus which workflows are worth doubling down on Actually actionable: suggests concrete CLAUDE.md additions and Claude Code features you're not using The catch: Haiku does the per-session classification, so the first run takes several minutes; results cache to ~/.claude/usage-data/facets/ and the report lands at ~/.claude/usage-data/report.html Calvin #2: Post-quantum crypto lands in Python pyca/cryptography 48 ships ML-KEM (key establishment) and ML-DSA (signatures) — NIST's post-quantum standards, now one pip install away. Big deal because it's the 11th most-downloaded package on PyPI (~1.2B downloads/month) and sits under Ansible, Certbot, Airflow, and paramiko. No PQ there, no PQ anywhere in Python. Trail of Bits did the work (Rust bindings, cross-backend API, tests, AWS-LC backend support), funded by the Sovereign Tech Agency. Timing tracks a June 22 White House order setting federal deadlines: PQ key establishment by end of 2030, PQ signatures by end of 2031. Not a drop-in swap — the wire sizes explode. ML-DSA-65 signatures are 3,309 bytes vs Ed25519's 64; ML-KEM-768 public keys are 1,184 bytes vs X25519's 32. Hardcoded field sizes and length prefixes will bite. API looks like the existing asymmetric primitives, except ML-KEM is encapsulate/decapsulate rather than a Diffie-Hellman exchange. SLH-DSA (the hash-based conservative backstop) is still in progress. The primitives are here, but protocols haven't caught up — so you won't be running post-quantum Certbot this week. Sponsor: Xweather You're using agents that can write code, summarize documents, and automate workflows. But they're missing one thing: awareness of the world around them. This is where today's sponsor, Xweather comes in. Xweather combines enterprise-grade weather intelligence with agent-ready APIs, natural language capabilities, and an MCP server built for tools like Claude, Codex, Copilot, and modern IDEs – so your agents can adapt workflows, automate responses, and make better decisions based on real-world conditions. Backed by Vaisala, whose instruments fly on NASA missions to Mars, Xweather delivers trusted data and unique insights that go beyond conditions to actual impact – from real-time lightning strikes to road surface forecasts. Start with 15,000 free API calls each month and pay only for what you use as you grow. Xweather is your full weather stack, for developers by developers. Start building for free today at pythonbytes.fm/xweather. The link is in your podcast player's show notes and on the episode page. Thanks so much to Xweather for supporting Python Bytes. Calvin #3: MCP goes stateless — and FastMCP gets renamed From Philipp Acsany over at Real Python The 2026-07-28 spec landed July 28 and the Python SDK shipped 2.0.0 the same day. Biggest rewrite since MCP launched, and it's breaking on purpose. Context for scale: the Tier 1 SDKs are pulling close to half a billion downloads a month, with TypeScript and Python each past a billion total. The headline is the stateless core. The initialize/initialized handshake and the Mcp-Session-Id header are both retired — protocol version, client identity, and capabilities now ride in _meta on every request, with an optional server/discover RPC if a client wants capabilities up front. Any request can land on any instance behind plain round-robin, no shared storage. Server-initiated calls are the hard part of the migration. Sampling, elicitation, and roots/list no longer call back to the client; instead the server returns resultType: "input_required" and the client retries with inputResponses attached. Multi Round-Trip Requests, MRTR. Also: Mcp-Method and Mcp-Name are now required headers so gateways route on headers instead of cracking JSON bodies, and missing-resource errors move to standard 32602. Deprecation sweep with an actual policy behind it — Roots, Sampling, Logging, and the legacy HTTP+SSE transport all deprecated with a twelve-month minimum offramp. Tasks graduated out of the experimental core into a real extension, which is what the formalized extensions framework was for. MCP Apps is now an official extension too, so a tool call can return sandboxed interactive HTML. Auth picked up RFC 9207 issuer validation, issuer-bound credentials, and a shift from DCR toward CIMD. Python SDK 2.0 is where it gets personal: FastMCP is now MCPServer, no alias, no shim. McpError → MCPError. Wire types went snake_case (is_error, input_schema) and moved to a standalone mcp_types package, with mcp.types kept as a permanent alias. One Client object replaces the old transport + ClientSession + initialize() stack. httpx became httpx2. Sync handlers run on worker threads now, so asyncio.get_running_loop() raises inside them. The good news: one MCPServer serves both protocol eras, so 2025-era clients keep working with nothing to configure, and a Resolve(fn) parameter lets one tool body cover MRTR and the old path. 1.x is maintenance-and-security-fixes only — pin mcp>=1.28,

Kinetic Publishing's first-ever Showcase is happening Wednesday, August 12th at 12 PM Pacific on Twitch. We're talking first looks at their indie games, devs walking you through what they're building and, yes, there's even a cool surprise at the end. Make sure to tune in with us or twitch.tv/kineticpublishingHead to http://kindafunny.com/porty to grab the limited edition Portillo plushie! 00:00:00 - Start00:04:40 - Until Dawn and Little Nightmares 3 studio Supermassive announces further layoffs, with as many as 75 people expected to lose their jobs - Matt Wales @ Eurogamer00:10:00 - Special Edition Consoles!00:21:55 - Ad00:23:56 - 'A Must-Have Day 1 Purchase': Remedy Bets Big on Control Resonant, as Alan Wake 2 Passes 3 Million Sold - Tom Phillips @ IGN00:33:10 - Aliens: Fireteam Elite's cloud version on Switch has been shut down, making it unplayable for those who bought it - Chris Scullion @ VGC00:38:12 - Saber CEO Admits 'Dig' at Gearbox Boss Randy Pitchford in New Game Trailer, Saying It's Payback for 'Shots at Embracer in Borderlands 4' - Tom Phillips @ IGN00:44:00 - Wee News!00:50:00 - SuperChats & You‘re Wrong Learn more about your ad choices. Visit megaphone.fm/adchoices

The hosts celebrate the 20th anniversary of The Real Housewives while recapping the premiere of Real Housewives Ultimate Girls Trip: The Roaring '20s and then last week's Real Housewives of Orange County, noting how both episodes center on Vicki. They discuss NeNe's surprise appearance helping Porsha pack, speculate why she isn't in the cast, and highlight NeNe's reactions to the lineup and cities (Orange County, Beverly Hills, Atlanta, Miami, New York). In Orange County, they cover Vicki's Coto Insurance swag bags and clipboard gag, Luann's self-mythologizing, Teresa's subdued discussion of her legal issues and Vicki shutting it down, and the Quiet Woman crossover featuring forced-feeling Shannon/Tamra conflict. On RHOC, they unpack Shannon's repeated “what are you wearing to the winery?” texts, Gina's clash with new friend Carmella over love-bombing gifts and credibility, and Vicki questioning whether Carmella is truly a “developer,” plus a quick nod to Heather Dubrow's broken bow cake moment.TUMBLEMachine Washable Rugs, Made Better. For a limited time only, our listeners get 10% off + free shipping at tumbleliving.com/drama  #Tumble #adONE SKINGet 15% off OneSkin with code DRAMA at https://www.oneskin.co/drama#oneskinpodCode: DRAMAHONEYLOVEGet 20% OFF Honeylove by going tohttps://www.honeylove.com/DRAMAPromo Code: DRAMAHERS puts your health and goals first.forhers.com/dramaTo watch this recap on video, listen to bonus episodes, get ad free listening, and exclusive content, go to: http://Patreon.com/dramadarlingFollow Amy Phillips on Instagram: Instagram.com/meetamyphillipsFollow Drama, Darling on Instagram: Instagram.com/dramadarlingshowAmy on TikTok: tiktok.com/@realamyphillipsEmail Drama, Darling with YOUR comments, questions and drama: DramaDarlingz@gmail.comDrama Darling Shop: https://drama-darling-shop.printify.me/

a16z's Joel De La Garza is joined by Emilio Escobar, Chief Information Security Officer at Datadog, to discuss what it takes to secure a company where nearly every employee is using AI and more than 4,000 engineers are working with coding agents. Rather than trying to block new tools, Emilio explains why Datadog chose to embrace AI early and build the security infrastructure needed to use it safely. They unpack how AI changes traditional assumptions around data permissions, credentials, developer access, and software supply chains. Emilio shares how Datadog uses role-based MCP servers and ephemeral credentials, as well as an AI "judge" built by his security team to evaluate the intent behind code and agent skills before they enter the environment. They also discuss why security teams can't afford to wait for commercial solutions to every new AI threat, how the relationship between developers and security teams needs to change, and why Emilio is less concerned about an AI "escaping" than he is about the sheer volume of vulnerabilities AI could uncover.   Resources: Follow Emilio Escobar on LinkedIn: linkedin.com/in/emilioesc Follow Joel De La Garza on LinkedIn: https://www.linkedin.com/in/3448827723723234/ Follow Datadog on X: https://x.com/datadoghq Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Today, we have a special guest on the Code Story podcast - Patrick Vuong, Director of Product at Moderne. Moderne is the agent tools company, building the. Knowledge, discovery and execution tools that AI agents rely on - so they can operator faster, more accurately, and at far lower cost.In today's episode, Patrick is going to tell us about the company, and how Moderne is enabling developers to build software faster, and with the best context - using agents and agent tools. Their approach to semantic models produce deterministic over probabilistic, or inference driven, tools, which for this engineer/host, has been a point of skepticism for AI since the beginning.QuestionsTell me and my audience a little bit about you.What is Moderne?Moderne is enabling developers to operate software systems at the speed of agents. Tell me about this product suite.Why do Agents need tooling? Where do we see AI in ROISomething jumped out at me... you mentioned you are not only building tooling for agents that are deterministic.As we peer into tech stacks across the industry, where does Moderne fit?OK so this is clearly a pivot for Moderne. With this, who are your customers now?What does the future like for your product - what you offer - and your team?For you personally, you are entering into a new chapter with Moderne. What makes you most excited, going from Microsoft to entering the startup world with the company?In your journey, who has influenced the way you work? Tell me about a person, or many persons, or something you look up to and why.So you worked at Microsoft for 8 years, and are now transitioning to Moderne. Say you were getting on a plan and sitting next to someone about to make this same transition - what advice would you give them?SponsorsUnblockedTECH DomainsMezmoBraingrid.aiLinkshttps://www.moderne.ai/https://www.linkedin.com/in/vuongpatrick/Checkout our episode stacks on Stacklist! https://stacks.codestory.co/ Hosted by Noah Labhart | Technical Founder & Startup Mentor.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy

Every company has one. The little internal tool that Jane built back in 2021, and then Jane left. Nobody understands it, nobody will touch it. There are two unwritten rules around it: don't change it, it's working. And if you break it, you bought it. That's dark-matter enterprise software. For every app you can actually see, there are ten of these sitting in the shadows, frozen. Michael Booth thinks that just changed. He read my article on hyper-personal software and ran with it, writing about hyper-team software: small teams inside big companies finally building the tools that were never going to get built. We cover where this works, where it quietly goes wrong, and the guardrails that keep it from turning into a mess. Let's get into it. Episode sponsors Sentry Error Monitoring, Code talkpython26 Python in Production Talk Python Courses Links from the show Guest Michael Booth: github.com Talk Python AI Integrations: talkpython.fm/blog From Hyper-Personal to Hyper-Team Software: Small Team-Built, AI-Assisted Tools Inside the Enterprise: www.databooth.com.au What hyper-personal software looks like (MK's article): mkennedy.codes Databooth Site: www.databooth.com.au Wall Street just lost $285 billion because of 13 markdown files: martinalderson.com SaaSpocalypse is real but everyone is panicking about the wrong thing: www.reddit.com Warp Terminal: www.warp.dev Watch this episode on YouTube: youtube.com Episode #558 deep-dive: talkpython.fm/558 Episode transcripts: talkpython.fm Theme Song: Developer Rap