Podcasts about Apache

Spike and Zuckerman go off on the new $650,000 electric Ferrari Luce designed by Jony Ive, debate whether it's a Ferrari or a very expensive Waymo, and Zuckerman reveals his freshly imported Alpina B10 Bi-Turbo. Plus, Spike recaps his wild days at the Indy 500, and an exclusive interview with the anonymous creator of viral Instagram account Angeles Death Highway. ______________________________________________

This week we have a technical segment focused on Linux! Paul released a script that helps you get a handle on Linux supply chain security, and new features allow you to assess the state of Secure Boot on your Linux systems (that also use MS certificates, ironically). The script is in his Git repo: https://github.com/pasadoorian/Linux_Hacks. In the security news: The CVE chase The new security basics Enterprises are lacking more than AI Detections are falling behind Why DOOM!?! Chromium vulnerability The ambitious Flipper One I'm still curious who was behind these leaks Mitre moves Caldera to Apache foundation Wind cybersecurity PQC updates YellowKey Bitlocker Bypass updates The software supply chain is in deep trouble Visit https://www.securityweekly.com/psw for all the latest episodes! Show Notes: https://securityweekly.com/psw-928

This week we have a technical segment focused on Linux! Paul released a script that helps you get a handle on Linux supply chain security, and new features allow you to assess the state of Secure Boot on your Linux systems (that also use MS certificates, ironically). The script is in his Git repo: https://github.com/pasadoorian/Linux_Hacks. In the security news: The CVE chase The new security basics Enterprises are lacking more than AI Detections are falling behind Why DOOM!?! Chromium vulnerability The ambitious Flipper One I'm still curious who was behind these leaks Mitre moves Caldera to Apache foundation Wind cybersecurity PQC updates YellowKey Bitlocker Bypass updates The software supply chain is in deep trouble Show Notes: https://securityweekly.com/psw-928

Take the 2026 AI Engineering Survey and get >$2k in credits and AIE WF tickets!On the product side, everyone is getting Computer - Perplexity, Manus, Cursor, and so on. Meanwhile on the research side, agentic evals like TerminalBench and GDPVal are also assuming computer (Harbor). On both ends, the consolidating LLM OS stack has become a standard toolkit, and Daytona is one of a small set of AI Infra companies that are booming because of it.“The end of localhost” has been Ivan Burazin's obsession for more than a decade.Something that is all too familiar…Long before agents became the default way people talked about software development, Ivan was already chasing the idea that development should not depend on a fragile local machine. CodeAnywhere, one of the first browser-based IDEs, was an early attempt at that future: move the development environment into the cloud, make setup reproducible, and free developers from the endless “works on my machine” tax.The thesis was directionally right, but the market wasn't ready yet.However, agents changed that. They do not care about a laptop, desk setup, or favorite editor. They need a computer they can access through an API: something stateful enough to keep working, fast enough to spin up instantly, flexible enough to resize, isolated enough to be safe, and composable enough to run the messy real-world workflows that real software engineering actually requires.Daytona isn't just selling “sandboxes” in the narrow code-execution sense. It is the latest version of Ivan's original localhost thesis.In this episode, Daytona's CEO joins swyx to explain why AI agents need more than code execution boxes: they need composable computers, stateful sandboxes, instant startup, dynamic resources, and infrastructure that can survive workloads going from zero to 100,000 CPUs.We go deep on the new agent compute market: Daytona's hard pivot from human dev environments to AI sandboxes, the New Year's Eve MVP that customers begged for, why Daytona runs on bare metal with its own scheduler, how one customer runs almost 850,000 sandboxes a day, and why RL/eval workloads went from 0% to roughly 50% of usage in just months. Ivan also explains why agents need Windows and macOS machines, why CLI may matter more than MCP, why Kubernetes is painful for this workload, and why the future AI cloud may look more like Stripe than AWS.We discuss:* How Daytona grew out of CodeAnywhere, Shift, and the “end of localhost” thesis* Why Daytona pivoted from human dev environments to AI sandboxes* Why agents need composable computers instead of disposable code execution boxes* The New Year's Eve MVP that customers chased API keys for* Why Daytona chose bare metal, stateful snapshots, and its own scheduler* How Daytona spins up one sandbox in ~60ms and 50,000 sandboxes in ~75 seconds* Why Daytona's biggest customer runs ~850,000 sandboxes a day* How RL/eval workloads create zero-to-100,000 CPU spikes* Why RL workloads went from 0% to roughly 50% of Daytona usage* Why customers compare Daytona against EKS/GKS and say they're “never going back”* Why every AI agent may need a computer, including Windows and macOS environments* The Apple licensing constraints that make macOS sandboxes hard* Why CLI gives agents more power than MCP* How open source helps agents integrate Daytona* Why agent-generated PRs may break today's CI/CD assumptions* Why AI SaaS companies reselling tokens may face a cold shower* Why the AI cloud may look more like Stripe than AWSIvan Burazin* LinkedIn: https://www.linkedin.com/in/ivanburazin* X: https://x.com/ivanburazinDaytona* Website: https://www.daytona.io* X: https://x.com/daytonaioTimestamps* 00:00:00 Hook* 00:01:12 Introduction* 00:03:15 CodeAnywhere, Shift, and the end of localhost* 00:05:58 What Daytona is: composable computers for AI agents* 00:08:07 The pivot from dev environments to AI sandboxes* 00:10:17 The New Year's Eve MVP and customers begging for API keys* 00:12:56 Bare metal, stateful sandboxes, and Daytona's scheduler* 00:17:28 60ms startup, 50,000 sandboxes, and 850K daily runs* 00:21:53 Spiky RL/eval workloads and the new agent infra problem* 00:28:12 RL workloads, Kubernetes pain, and dynamic resizing* 00:33:31 Why every AI agent needs a computer* 00:38:48 macOS sandboxes and Apple's licensing problem* 00:44:28 Why CLI may matter more than MCP* 00:48:11 Open source, GitHub stars, and agent integration* 00:53:11 Git, CI/CD, and agent collaboration bottlenecks* 00:58:15 Founder life and building a 25-person infra company* 01:02:44 AI SaaS, token resale, and API-first business models* 01:06:10 GPU sandboxes, data centers, and compute growth* 01:09:48 Why the AI cloud may look more like Stripe than AWS* 01:11:26 Closing thoughtsTranscriptIntroduction: Daytona, CodeAnywhere, and the End of LocalhostSwyx [00:00:02]: Okay, we're in the studio with Ivan Burazin, CEO of Daytona. Welcome.Ivan [00:00:07]: Thanks for having me, man.Swyx [00:00:08]: Ivan, you and I go back.Ivan [00:00:10]: Way back.Swyx [00:00:11]: How I don't even know how, you found, did you reach out or, for Shift.Ivan [00:00:17]: I reached out to you. The reason was you - we were just - we were thinking about I was one of the co-founders of CodeAnywhere, the first browser-based IDE, and so we were thinking a long time of, localhost should die. And you had this article.Swyx [00:00:29]: End of localhost.Ivan [00:00:30]: Then I reached out to you because of that, and then we talked, and I was actually at a different job and learning about I was the head of, developer experience, and you were quite well-versed in that, and I actually reached out to you, among other people, how do we go about that? What are the key things and whatnot at this point in time? And you were nice enough to take the call, and I remember I was late on your call with you.Swyx [00:00:51]: I don't remember.Ivan [00:00:52]: I remember because I was with my then I'm thinking of a girlfriend or wife at that point in time, I'm not sure. It's the same person, so that's great, and I was late ‘cause we were, in, Italy on, vacation, and then I was late for something. I felt so bad, and you were so nice to be, good about.Swyx [00:01:10]: The reason I'm nice is because I'm also late to other people, so it's like, who's, who's without sin here, yeah, so I have to, for those who don't know, InfoBip Shift, there's this whole thing that, you did in the past, and, and that was basically one of the inspirations for me starting AI Engineer, which is like, I have to thank you for giving me that push to be like, “Oh, you can, you can build and sell conferences?”Ivan [00:01:34]: I remember you asked you asked me at the beginning to give me advisory shares, and I was so focused on what we were doing, I said no, and I should've took the advisory shares. So I'm sorry, dude. But anyway.Swyx [00:01:43]: We're not, we're not venture backed.Ivan [00:01:44]: No, it doesn't matter.Swyx [00:01:45]: It's Yeah, anyway, so I think what's impressive about you is that CodeAnywhere is the thing that you've been trying to build, and, you kind of put it on hold and then came back after InfoBip. Just give us the story, do you - the story and the origin story, going into Daytona.From CodeAnywhere and Shift to DaytonaIvan [00:02:05]: Sure. Like, really way back, me and my co-founder have been together. I say this, I've said this multiple times, it's like we were married and divorced and married. Some people actually ask me is my co-founder my partner. they thought it literally. It's not literally, but we have done multiple companies together, and to your point, we had this shift where we went from the CodeAnywhere to the conference called Shift, and then back to, Daytona. We originally started stacking servers, doing like virtualization in the early 2000s and, routers and doing basically all these things, at a foundational level, and that was a services company which we sold to focus on what my co-founder actually invented, which was the very first browser-based IDE, right, I say the first. Before us was actually Heroku. They did it for a very short time until they became Heroku. But outside of them, we were the only one, and it was called.Swyx [00:02:55]: There was Cloud9.Ivan [00:02:57]: Cloud9 came out slightly after us. There was Replit, which came out when we stopped doing it, Replit came out, and they have been successful since then, which is great. There was Nitrous.io. There was quite a few that existed at the time, but it was like too early. But the interesting part is that we, at that point in time, because there was no VS Code, there was no Kubernetes, and Docker had just started when we Or I'm not sure if it was even public at that point in time. And so we had to build everything to the whole stack ourselves and that was the key learning that we brought into and that we've been using in Daytona today. So it was super early. There's about 3 million people used CodeAnywhere. It was slightly, it was angel-backed more than venture-backed. We ended up paying everyone back because it didn't have that sort of scale. But, three years ago, we started something similar with Daytona, which is not what we are today, but it was automating dev environments for human engineers, the basically the underlying stack of CodeAnywhere. And then we did a hard pivot last January to sandboxes. And so here we are.Swyx [00:04:01]: Historic pivot, yeah, and, it's one of those things where, I had independently invested in CodeAnywhere, but also in E2B, and then both of you pivoted into the same thing, and I'm like, “F**k.”Ivan [00:04:12]: You invested, you invested in Daytona. You invested in Daytona. But you were the first If we had not got your check, we wouldn't have done it.Swyx [00:04:18]: No way.Ivan [00:04:19]: No, it was like, “We have to get him on board first,” and you were that kicker that we, that got us off the ground.Swyx [00:04:23]: No, because you were putting me on your pitch deck, man. I was like, “Man, this is like a good trip if I don't invest.”Ivan [00:04:29]: That's because it was your quote. It's like we.Swyx [00:04:30]: Yeah. It's the end of localhost.Ivan [00:04:31]: Did a bunch of research about end of localhost and who was interested in that,.Swyx [00:04:34]: No, that's like, I put, I wrote that blog post, and every single company in that field reached out to me, and then every VC who was receiving those pitches then also had to call me and, talk it, talk through it with me.Ivan [00:04:47]: It's finally happening though.Swyx [00:04:48]: It was really super interesting.Ivan [00:04:48]: It's finally happening.Swyx [00:04:49]: It's finally happening.Ivan [00:04:49]: Yeah, it's finally.Swyx [00:04:49]: It's finally happening, with maybe sort of non-human users. Yeah, so what is Daytona today? Let's get like a quick description. I'm wearing the shirt.What Daytona Is Today: Composable Computers for AI AgentsIvan [00:04:58]: You're wearing the shirt. Yes,.Swyx [00:04:59]: It says, I think your branding is very good. Like, it's very consistent. It runs AI code. Like, it cannot be simpler.Ivan [00:05:05]: Exactly, but we're gonna probably have to change that.Swyx [00:05:07]: Oh, s**t.Ivan [00:05:07]: It's also a subset of what we do. Unfortunately, we really love this, Run AI Code is super simple. People interpret it different ways. I think we've given out 5,000, 6,000 of these shirts. People wear them with pride because it doesn't really market about us.Swyx [00:05:21]: Yeah, Daytona's on the back.Ivan [00:05:22]: It markets the back. It markets to the person itself, so I think we did a really good job on that one. But it is also a subset of what we do, because people, when they think about Run AI Code, they just think about these small, let's call it isolates, code execution boxes that, you send some code, you get an output. Whereas what Daytona is today is essentially composable computers for AI agents. It is, the market calls them sandboxes which can be misleading.Swyx [00:05:44]: All these things. All these things on.Ivan [00:05:45]: Yeah, exactly, ‘cause it can be misleading ‘cause people usually think about sandboxes as a demo or a test environment versus a production-grade environment. But what Daytona does, if you think of the laptop that you have in front of you or the computer that's over there, or, my wife is an architect, so she has like a Windows with a 3D graphics card inside to do 3D rendering. Like, as humans, we have different computers or different compositions of computers. And our belief is strongly that agents today and going forward will need all these different compositions of computers to do different types of tasks. And so we offer that basically through an API.Swyx [00:06:19]: Yeah, to give people - I'm trying to sort of front-load all the aha moments or the wow moments so that people can, stay engaged and click like and subscribe. the market is exploding, right? Like, you have been reporting 74% month-on-month growth, and it also, it's just been growing for a while. Like, it's been going like this. And every single - It's not just you guys. It's every single.Ivan [00:06:41]: Everyone, yeah.Swyx [00:06:42]: Sort of, compute provider. I don't know if you agree with me saying compute provider or not.Ivan [00:06:48]: It's fine.Swyx [00:06:48]: Yeah. So like organically PLG-driven growth, but also enterprise is doing super well, I think I wanna rewind to January of last year when you did the pivot. Like, so you obviously called this market early, and you were positioned for it, and you are now one of the market leaders. But what was the insight that made you do the pivot?The Pivot: From Human Dev Environments to Agent SandboxesIvan [00:07:06]: The insight that made us do this pivot is the quarter before that, so end of 2024, when we had - Basically, we did a demo with - I don't I think we discussed this as well, Devin was not public. You actually gave me access to Devin at that time. So Devin.Swyx [00:07:25]: I did?Ivan [00:07:26]: Yeah, you gave me access.Swyx [00:07:26]: I don't think I was supposed.Ivan [00:07:27]: Yeah, exactly.Swyx [00:07:28]: Yeah, I.Ivan [00:07:28]: So it doesn't matter. You.Swyx [00:07:29]: Yeah. I gave like three friends access.Ivan [00:07:31]: Yeah, or it was a call and you showed it to me. It doesn't matter. but OpenDevin was available, which is now called OpenHands. And so we're like, “Oh, this seems to be a thing. This is not public. Let's take our for human automation of dev environments and take, OpenDevin and launch that as a SaaS.” And we did that. Not very many people signed up and used it, but a lot of people reached out that were building agents, and they were like, “Hey, my agent needs a compute sandbox runtime,” whatever you wanna call it. I forgot what it was called at that point. And then we were like, “Oh, amazing. This is a new market. Here is our infrastructure. Here's our product, and go.” And what we found really fast, soon, was that people did not like what we had built. It didn't work. And I remember talking to people at the beginning when we're doing this, the sandbox we're building for agents. People were like, “Oh, why is it different? It's the same thing. We have like EC2, we have VMs, we have all these things.” But we saw that everyone we gave it to, it was like 20, 30 people, they all said, “No.” Like, “This is not what we need. This sort of breaks.” And basically, me and my co-founder not knowing a lot about - ‘cause we're infra people. We're not AI people. So I basically took it upon myself to like watch every single podcast that exists, including all of, all of these and all that, and sort of get up to date, read all the blogs, like get, understand what's going on.Swyx [00:08:45]: Do you wanna shout out who else was useful, just in case people are also looking.Ivan [00:08:49]: Generally we -, I looked at There's a few of podcast, different segments and different types. So there's you guys, No Priors, Bill Gurley's was great while.Swyx [00:09:04]: VG2, yeah.Ivan [00:09:05]: Yeah, while it was around. So there's a few. 20VC is interesting from a different dynamic, and some are different dynamic. But there was, also Red Points.Swyx [00:09:14]: We're not really about the compute market.Ivan [00:09:15]: It was also already - Sorry?Swyx [00:09:16]: You're, you want - You're looking at the agent infra market.Ivan [00:09:19]: I was looking at the agent market and the AI market in general and sort of understanding who are the players, what the perception, and how that goes. And like obviously you complement this with like going to conferences, going to events, going to meetups, reading white papers, like doing all the things that you have to do to understand what's happening. And so when we figured, when we sort of had an idea of what we had to build, literally over the New Year's Eve, literally on New Year's Eve, I half vibe coded the first MVP, first minimal viable product of what Daytona is today. And I went to sleep at like 3:00 AM or something like that. I was doing - I just put my like baby daughter and wife to sleep and, Happy New Year's, and go back to just, doing this. And I sent it to my co-founder, my CTO, and he saw it in the morning. He's like, “This is absolute garbage.” “Do not show this to anybody at all, but the idea is good.” And so he took two weeks, and he rebuilt it.Swyx [00:10:09]: Did it like look like that? Listen, I - It was rough idea.Ivan [00:10:12]: Oh, not even, not even close. Like it was it was way worse. But it was like a very - It was a simplistic view of what it should be. Like, it worked, but it was not ideal. And so he went, we went down the whole, which is his job as CTO, to go, and he came back with this version. We then called all the people that had said like, “This is garbage,” a quarter ago. And we set up these calls, and we gave it to - We just demoed it to everyone. And all the calls went long, every single one. They were 15-minute calls, and they all went to like 25, 30 minutes or whatnot. And everyone said, “We need, we want access.” There was no login, just an API key, ‘cause it was just a beta or an alpha. And they said, “Oh, we want access.” And we're like, “Sure, yeah. Okay, thank you very much.” But after like the next day, if we'd not send it, every single one, like every call that we did, everyone came back, “Where is my API key?” Like everyone wanted it. We're like, “S**t.” Like this is it. Like I've never felt So one, the understanding to your point was like most people thought it was the same infrastructure for humans and agents. We understood a quarter ago it's not. We just didn't know what was the right primitive. And then when we came, and we can talk about what that is, and we gave it to these people, I've never seen, I've never experienced - I've done multiple companies in my life. I've never experienced this, that people literally call you if you do not give them access. Like they want access right now. And so it's like, okay, they don't want this. the thing that they want doesn't seem to exist, or they have not found it, and they really want what we want. And then when we understood that we're onto something, and then when you think about the size of the market, like the market for human engineers and enterprise is a very large market, so think GitLab or whatnot. But the market for every single agent that will exist ever in the future is just like, what is that market? How big is that? And we're like, “We are all in on this.” And so that is where we made sort of the cut between the old product and the new one.Bare Metal, Stateful Sandboxes, and the Lambda + EC2 ModelSwyx [00:12:02]: Yeah. But it wasn't composable at the time?Ivan [00:12:05]: It was very - It was basically just a Linux box that you could change, that you could define number of CPUs, disk, and RAM. Like that is what you could do, but you couldn't have multiple operating systems, you couldn't resize it on the fly, you couldn't add a GPU, you couldn't do like all the things. It was just the, just the first sort of variation of that, yeah.Swyx [00:12:22]: Was it bare metal from the start?Ivan [00:12:24]: It was bare metal from the start. And so the interesting thing that we thought about right away, so our.Swyx [00:12:29]: Which, give people the background, what is the normal path?Ivan [00:12:32]: Yeah, so, basically most providers run this on top of VMs. And also.Swyx [00:12:37]: Firecracker.Ivan [00:12:38]: Yeah, they run on Firecracker and VM. And so we also fire - We can get - We have multiple isolation layers and we can do that. But the common way to do it is that they, one, that the state of the machine, or the hard disk is not part of the sandbox itself. And the other thing is they're not meant to last forever. So most of them are preemptible, like they can There's a time that they can live. And so our thought was when we were going into this is, agents will be like humans in the sense of you don't want your laptop to be shut down until you're done with work. Like, and you want to close the lid and open the lid, it's the same state. So you - Agents would want that, like the pause and come back. They want those two things. But also agents really want speed, right? Can they get it? So when we thought about it's like we need something insanely fast, how to make it fast, how to make it long-running, and stateful. And so those two things, it's like combining a Lambda and an EC2, right? Those two things together. And so we didn't have an idea how others did it, ‘cause we didn't know too that there was a market around this. It was more like, okay, this is what we need, what they need. And we looked at Kubernetes, it wasn't wasn't good enough for that. We looked at Nomad, it didn't enable that. And so our history in rewriting our own scheduler at CodeAnywhere is basically what my CTO came up with. Like, he's like, “Oh, the learnings from there,” and he brought it. And the funny thing is, our third co-founder, when he saw it, he's like, “Dude, what is this? This is like 2008.” Like, we went back in time, and he's like, “Exactly.” And so the reason why Daytona is like super fast, and you see this on benchmarks, is we essentially, we run on bare metal. We have our own scheduler, we use the underlying, disk, CPU, and RAM of the underlying machine, which means your IOPS are insanely fast because there's no, there's no network between an EBS or something like that. But also the snapshot, the point in time, the templates, are also preloaded on the bare metal machines. So when you fire off a sandbox from a template or a snapshot, you're essentially directed to the bare metal machine where that snapshot is based on that NVMe drive, and then it literally just turns on that machine, and it's local. There's no network latency, anything on there. And so that is sort of the specificities that we, when we're thinking from first principles, what a computer would look like for an agent, that is what we came up with, and that's what we created.Benchmarks, 60ms Startup, and 50,000 SandboxesSwyx [00:15:02]: Yeah. I should maybe, I don't know if you endorse this, but there's someone that does compute SDK, you guys do very well on there, with like the TTI, right? I. is this a, is this a is this a relevant benchmark for you guys? I don't know.Ivan [00:15:16]: I don't know, and it changes every day. So today RKL is.Swyx [00:15:18]: I don't know what RKL is. Never heard of it.Ivan [00:15:20]: Yeah. RK, yeah, so it is there.Swyx [00:15:22]: You are, at least a third of the next tier of performance, and then, there's a lot of other better-known names that are very slow to start.Ivan [00:15:31]: Yeah. We've been the number one by far for a long time, and now there's different, there's different definitions also of sandboxes, different isolation patterns, different other things. So RKL runs it literally on the S3, the data, so it's very different, and they spin up a sandbox, spin up a container for that, so it's a different type of thing. So the definition of a sandbox is something that we can all, we all need to get along with. But yeah, we're insanely fast on getting these things, up and running. And so you can see even there that it's a zero point 0.10 to 0.11, so.Swyx [00:16:03]: Close enough. Yeah. what else do you need, right?Ivan [00:16:05]: Yeah. So the benchmarks itself, so, in this, in I don't think the benchmarks equate to market ownership or revenue or anything like that. and I've seen this with multiple benchmarks, not just in sandboxes, but in general benchmarks around.Swyx [00:16:20]: It's table stakes. It's just like.Ivan [00:16:21]: Exactly. But it doesn't hurt.Swyx [00:16:22]: Just roughly check.Ivan [00:16:22]: Like you definitely have to be up there and you have to be competing so that people know that, oh, this is definitely one of the top. Because this is only one dimension of what customers look for. There's other things like how many can you spin up consecutively? There's a feature set, there's support, there's like all different things that people look at, but you definitely have to be there, on the benchmarks.Swyx [00:16:40]: How many people do people spin up consecutively?Ivan [00:16:43]: So we have.Swyx [00:16:43]: Or concurrently, is the Concurrency, right?Ivan [00:16:45]: There's three metrics that we look at. And so one is like time to spin up one, and so our time to spin up one is 60 milliseconds with network latency. So request, spin up, reply, 60, the whole thing, 60 milliseconds. That is one. But if you wanna spin up 50,000 at once, we are now at about 75 seconds. So it takes about 75 seconds to spin up concurrently 50,000. Some others, there's public data around this, like take 2,000 seconds, which is 30 minutes. Like there's different variations of that. And then there is the so it is speed of one, speed of like multiple, and then how many can you consistently have up and running. And so we basically have right now no limit to how much we can add because we basically own our own metal. But the biggest customer of ours does like about 850,000 every single day is sort of where they're, where they're just shy of a million every single day that they're running, we do have a request for half a million concurrent, which is literally half a million CPUs somewhere running. So that's an interesting.Swyx [00:17:44]: They pay by like vCPU seconds.Ivan [00:17:47]: By seconds, yeah.Swyx [00:17:47]: Or whatever. Yeah. Okay, and so and then, and the other thing is, the sleeping and the resuming, ‘cause it's all the stateful resumption of all these things, how, what kind of workload are people putting through this, right? Like how is it Do we measure by gigabytes in memory, gigabytes in storage? I don't In like network attached storage. I, what are the costly ones of, out of all these features?Workload Economics: CPU, RAM, Network, and StorageIvan [00:18:15]: The most expensive thing are CPU.Swyx [00:18:18]: Okay. Yeah, of course.Ivan [00:18:18]: The second one, yeah Then it's RAM, then it's disk. We actually don't charge.Swyx [00:18:22]: Which is snapshotting, right?Ivan [00:18:23]: No, it's actually the, snapshotting's part of it, but basically the size of your hard disk, of your machine. So do you have 10 gigabytes, do you have 20, do you have 50, do you have whatever? And then the transference of that. Right now, currently we don't charge for, network at all at Polychron.Swyx [00:18:37]: Oh, you gotta, yeah, you gotta fix.Ivan [00:18:38]: Yeah. It is very much a it's a larger and larger part of our bill, so we're working around, that part there. Obviously, that is the least, expensive, so the hard disk is the least expensive, so it's basically CPU, RAM, for us network, ‘cause we don't charge the customer, and then hard disk, is how it's split up. But there's also different types of workloads, so we basically split it up into two types of workloads in Daytona. One is what we call background agents or long-running agents. and the other is, basically RLs and evals, which I put sort of together. And so they have very different patterns of usage, and if you look at the usage of a background And I'll just name names of companies, not specifically.Background Agents vs. RL/Evals: Two Usage ShapesSwyx [00:19:21]: Yeah, open, all hands.Ivan [00:19:23]: Yeah. So like a background agent's a Cognition, a Lovable, a like all these things are Harvey. These are all long-running, background agents. And so if you look at their usage patterns, their usage patterns are similar to human, which is like follow the sun. Basically, the usage patterns of that is like noon is probably the highest, and the midnight is the lowest, and then weekends are lower. weekday is higher.Swyx [00:19:42]: Yeah, that's a fun question. How global is it? Is it very US-centric or?Ivan [00:19:46]: The US is a large part, but we have currently, we have Asia, Europe, and the US regions.Swyx [00:19:52]: So it's quite global.Ivan [00:19:53]: Yeah, it's quite global. We have it all over. It's interesting that our I talked to you a bit about this. Our number one city by user.Swyx [00:20:01]: Hmm.Ivan [00:20:02]: Is Singapore.Swyx [00:20:04]: Oh, wow. Amazing.Ivan [00:20:05]: Which is an interesting one, right? Not by revenue, just by just like by individual head count.Swyx [00:20:09]: Really?Ivan [00:20:09]: Just like an interesting thing.Swyx [00:20:10]: Singapore is, Singapore is weirdly high in the adoption charts of AI for the population. It's like an, seven, eight million population. And it's like keeps showing up.Ivan [00:20:20]: No, it's quite interesting. We were quite shocked, and I was like, “Oh, this is interesting.” And also one that's up there.Swyx [00:20:24]: There's a reason I'm doing AI using Singapore. it's because I'm from there.Ivan [00:20:27]: We're there. We're gonna, we're gonna be there as well. and it's interesting that Japan is in the top or like Tokyo's in the top, which is in all the tech cycles it has never been. It has never been, so it's quite interesting that they're.Swyx [00:20:39]: I think the Japanese just love AI. Yeah. It's that, and then it's Brazil. That's it.Ivan [00:20:44]: Brazil has always been in.Swyx [00:20:45]: I think.Ivan [00:20:46]: Even when I look, if you look at like GitHub's data and ask historically with CodeAnywhere, it was always like US, Western Europe, and then you'd have like India, Brazil, China, like that would be there. But like Singapore was not in, specifically Japan was never in sort of that top, that top.Swyx [00:21:01]: Yeah. Weird pockets.Ivan [00:21:01]: Weird. Yeah, so it's very global.Swyx [00:21:02]: Okay, so actually that, but that's helps you to distribute your load through, all time?Ivan [00:21:08]: The interesting thing is like we have those kind of loads, but if you look at the researcher loads, they're quite different. So what they are is like if you give them concurrency of 10,000 or 50,000 or 100,000 CPUs at ARMb, when they fire off a run, it's just 100%. And then it just runs, and then it stops. So it's very, the usage pattern is squares basically, right? And it's also not follow the sun, because people will fire it off at midnight before they go to sleep but then wake up and so it's very unpredictable, so you don't know where that is. So the shapes of the usage are quite different than we have had before. And also what's interesting is when it's sort of a follow the sun, even if you have a high growth company, you can sort of predict your usage patterns and have enough capacity for that, because it's sort of, it grows in a, in a way you can project. When you have companies doing sort of like evals and RL, they're super spiky. So they're gonna come in, it's like, “We're gonna use nothing, then can we have 100,000?” Right? And then go back down. And then 100,000, go back down. So it's very different, right? And.Swyx [00:22:09]: Do you want to lock them into commits so.Ivan [00:22:11]: Yeah, we do.Swyx [00:22:12]: Yeah, okay.Ivan [00:22:12]: We so we have to lock them into some sort of commits to have that capacity, because we have to have, basically we have to have the capacity for peak. Right? And so right now, Daytona's mean utilization is 15%, 1-5.Swyx [00:22:25]: Oh my God.Ivan [00:22:26]: So it's very low.Swyx [00:22:27]: Because it's very spiky.Ivan [00:22:27]: It's very spiky, but we get up to 90%. so we have these things. And so what we're, what we're looking at right now as a company is similar to Cloudflare where you can like geo move things around, but that works really well for basically the background agent where it's follow the sun. But this, it's not. Like it's a very different shape. Obviously with scale you figure these things out, but that's an interesting new problem that we have, as a compute provider in the agent space. And when we were doing the conference recently, and so we talked to like Nikita from Neon and.Swyx [00:22:57]: I should bring it up.Ivan [00:22:58]: Parag from Parallel and whatnot, everyone has the same problem. Whereas the usage is super spiky, and this is something that has not happened before, that you have these types of like it was always, it the amplitudes were not this high, right? So it's quite interesting use case and problem solve.Compute Conference and Spiky Agent InfrastructureSwyx [00:23:12]: Yeah, I don't know if we're gonna bring this up again, but let's just talk about the conference, you had like 1,000 something people at the Warriors game, at the Sorry, where is it? What's.Ivan [00:23:22]: Chase Center.Swyx [00:23:23]: Chase Center.Ivan [00:23:23]: Chase Center.Swyx [00:23:24]: I went. It was, it was very impressive. Obviously, you can, how to throw a conference, what did you learn? you put, you pulled together all these impressive names.Ivan [00:23:33]: What I.Swyx [00:23:34]: What were you looking for?Ivan [00:23:35]: My thesis behind the Compute Conference was let's bring together people that are building infrastructure for AI agents. Because when I think of what we're building, it is the agent is the primary user, what are the ergonomics and usage patterns of agents, and so we can do that. And what I found, this was a theory, it wasn't proven, is that we all have these problems, as I touched onto. And I was, as I was talking on stage, it was like we all have the same underlying infra problems, which is this spiky workloads, unpredictable workloads that we've never had before, in human, compute or human infrastructure. And it's, again, it's the same when I was talking to Parag or when I was talking.Swyx [00:24:20]: Lynn. Nikita.Ivan [00:24:21]: Lynn, Nikita. Lynn especially, I was talking to her the other day as well. Like the It is a very interesting type of problem to solve because I can touch on Cloudflare because there's a lot of like talk about that recently as to how they solve that, which is they have a bunch of geos, and basically, as users work in different places, and depending on your tier, they can move you around the geos. And so that how, that's how they get the higher utilization. But you can sort of predict these, and it's If it's something in You'll rarely get a spike that is 10 orders of magnitude. Like you'll get a like let's say one of your customers has some like an exponential curve. What is that to I'm using Cloudflare as an example. 10%, 20%, whatever it is. I don't, I don't have this data, I'm just assessing. It's surely not 10x, right? It's surely not something there. And so how do you go out and solve this problem? And we're all solving this in different ways. So we have.Swyx [00:25:11]: She also has the same thing.Ivan [00:25:12]: Yeah, I know specifically that like Neon had that issue as well. Like how are we solving these spiky loads and things like that ‘cause we talked about it. And so the interesting thing for me to actually internalize was, yes, everyone that's building for agents first is going through this, and we're all solving similar problems, which is quite.Swyx [00:25:28]: Let me let me double-click on this. Okay. So for example, Neon, I happen to know that they're very sort of S3 oriented, right? so they're just like fully bet on S3. And you get to benefit from S3's distribution and infrastructure. So I would imagine that Neon doesn't have to care, whereas Lynn maybe has to care a bit more because obviously she's doing GPU inference. And, for listeners, we did an episode with her, one and a half years ago. And you have to care. But like, right?Ivan [00:25:54]: Parag cares for sure, and Nikita.Swyx [00:25:58]: And Parag is C of, Parallel.Ivan [00:25:59]: Parallel, yeah.Swyx [00:26:00]: Former CTO of Twitter.Ivan [00:26:01]: Twitter, yeah.Swyx [00:26:02]: They are the search.Ivan [00:26:03]: Yeah, they're search, yeah.Swyx [00:26:03]: I You and I know but the listeners don't know.Ivan [00:26:08]: Yeah, we can put it down in the screen, and so ‘cause we, when we were talking.Swyx [00:26:11]: I'll put it up on the, on the screen.Ivan [00:26:12]: Yeah, right.Swyx [00:26:12]: People can look it up if they need.Ivan [00:26:14]: Look it up. And, yes, but they still have CPU and RAM, allocation that you have to have up and running. And so CPU and RAM, you have to allocate that and have that ready. And so there's basically two ways to do it. One is you either over-provision and you can handle the bursts, or two, you basically have, I don't know if this is a term, just-in-time compute, which is like as your load becomes, as your usage comes in, you can fire off requests for VMs or bare metals at other cloud providers and then get them up and running.Swyx [00:26:43]: This is if you go above 100%, right?Ivan [00:26:45]: Yeah, this is.Swyx [00:26:46]: Like your overflow.Ivan [00:26:46]: If your overflow, like spillage or whatever you do.Swyx [00:26:48]: You probably lose money on it, but it doesn't matter, right?Ivan [00:26:50]: It, not Well, you might, you might not That is a more cost-effective way to do it but it's a slower way to do it. Because basically what you have to do is you have to like queue your requests, spin up these just-in-time compute, get it all ready, provision it, and then get your workload there. And so if the time isn't important that much, that's fine, and you can do that. But if your customer, and especially for, let's say, the RL training runs, the reason why a lot of people come to us is because GPUs are more expensive than CPUs, right? So you want your GPU running at, what, 100% the entire time. And so when you're running runs on CPUs, when the when the CPU cycle is like down and spinning up the next one, you want that to be instantaneous so that your GPU doesn't go down, right? And if you then have to like go out and provision machines, you're essentially telling the GPU that it has to wait, and that's incurring our cost. So there's things that you have to try to solve for there.RL Workloads, Declarative Images, and Kubernetes ReplacementSwyx [00:27:43]: Yeah, let's talk about the different workload, right? You said that, what was it? A few months ago, you had zero RL workload and now it's 50%.Ivan [00:27:52]: It will be this one, 50%, yeah.Swyx [00:27:54]: Let's talk about how different it is, right? Like I imagine, for example, a lot less dynamic code generation of like arbitrary code. Like here, it's probably all the same code. You're just doing parallel runs or something, I don't know.Ivan [00:28:05]: Yeah. So you'll have multiple Depends on the like for each run, you'll have a snapshot. And they, for the most part, they actually do use our declarative image builder, which is like, “Oh, we, the agent wants these dependencies, these env vars.”Swyx [00:28:17]: These ones, yeah.Ivan [00:28:18]: Yeah, the declarative image builder, it.Swyx [00:28:20]: Which is a very modal like thing that they.Ivan [00:28:22]: Yeah. And so we build it on the fly and then we propagate that snapshot, and you can spin up as many sandboxes as you want against that snapshot. And then if you have to do changes, the model can, or like it could be also be automated. It's like, “Oh, now for the next run, we need to install these things or remove these things or whatever to get, a task done,” and then it goes off and runs that. So yes, that is something that it seems that they prefer. The number one reason I found, or should I say, let's take a step back. What we are competing against in that environment is essentially managed Kubernetes. So EKS, GKE, whatever. That is what the vast majority run on. And anyone that has tried Daytona versus GKE, EKS is like, “I'm never going back.” That has always been. There's a few reasons. One is the ergonomics. So if you have, if you're using Kubernetes to spin that up, you have to essentially manage the interface interactions with that. Daytona, although as a compute provider, it's more akin to a Twilio and Stripe from a consumption perspective than it is an AWS. Like you have an API, an SDK, it's quite like easy and seamless to get these things up and running, that's one. The other is the speed to which we spin up, which we mentioned earlier, which is much faster, and the scale to which we can go to. We haven't got into features, but an interesting feature is that it's very hard to OOM, or out of memory, our sandboxes, because we can dynamically on the fly.Swyx [00:29:48]: Resize.Ivan [00:29:49]: Resize, which is like impossible on almost any other thing. There are some technologies that enable you to do that, but it's like a very hard thing. And so we actually saw this when, the Terminal Revenge team is, brought us actually. So thank you, Alex and the team, that brought us into this whole space.Swyx [00:30:05]: It's just very rare that, a framework would just say, “Guys, just use Daytona.”Ivan [00:30:11]: Yeah, I think it says it somewhere. Yeah.Swyx [00:30:13]: Yeah. I was like, “What is this?”Ivan [00:30:15]: There's all, there's multiple there, but they also mention a few other places. and so Daytona specifically-We have, the, just jumping on themes here We, I don't know where it says Data Center.Swyx [00:30:27]: I, there.Ivan [00:30:27]: Doesn't matter.Swyx [00:30:28]: There's a very strong recommendation, which is, very unusual. Which is, it's.Ivan [00:30:33]: We do not pay them for this, just.Swyx [00:30:34]: I know, yeah. They just like you.Ivan [00:30:35]: Yeah, they like us. yeah, and also a thing, so, Data Center has multiple isolation sets underneath. The customer doesn't have to know what they are. But basically we have Docker, which is a container, that's hardened with Sysbox. So it's Docker's, isolation that is a security equivalent to a VM, but it's still a container. And that is the default, and they, especially in these training workloads, really like that as an interface to be able to use just a basic Docker container, and we enable Docker and Docker. Which for these RL runs, if you need to do a Docker compose or Kubernetes, you can spin up a K3S inside of these things, which unlocks a huge amount of workloads that you can do that you cannot do on other providers. So just on that part is much more interesting. And so we went that, through that. We showed them that we could do that, and they enjoyed that quite a bit. They being the general venture people.Swyx [00:31:28]: Those people, yeah.Ivan [00:31:29]: And Harbor people.Swyx [00:31:29]: Harbor people, do are they, are they a company yet?Ivan [00:31:33]: As far, I do not know.Customer Pull, Slack Connect, and the Computer Use BetSwyx [00:31:35]: Okay. All right. Yeah. It's like super obvious that like, there's a lot of excitement and success around these things, okay, so yeah, tell us more, right? Like, this is an exploding workload, Harbor adopted you, which helped speed things along. But what are you learning as this new workload comes online?Ivan [00:31:53]: There's a couple things that we learned, which we chat about in the beginning. We, and this has led our story, as we mentioned, we like talked to a lot of customers along the way, and we add more features and more tool sets as we talk to customers. And it's interesting that And I think it's that the ecosystem is so small and/or the models get smarter, where when we see one user come with a request, we know it goes on a roadmap if like three to five customers come with the same request in that week. It's like very bizarre. It happens so many times, which is.Swyx [00:32:27]: Because they're all friends.Ivan [00:32:28]: Sorry?Swyx [00:32:28]: They all, they're all friends. They're all in the same group chat.Ivan [00:32:30]: Yeah, probably, yeah. ‘Cause and they're like, “Oh, can you do this?” And I'm like, “Okay, this is interesting. We'll put it on a feature request.” And then the next one's like, “Oh, can you do this?” “Okay.” It's all the same, right? It's always the same. And so what we try to do, and I personally try to do, I try to be on as many call, quote-unquote “sales calls” I can. I'm in every Slack channel. We literally have about 1,000 Slack Connect channels, something like that. It's an interesting, there's so many interesting things you find out when you have all the Slack channels. You can also see where people, transfer between companies. You see leave Slack channel, enter Slack channel. It's an interesting thing. Also, just I digress, I feel that Slack Connect is literally LinkedIn what it should be. You have a list.Swyx [00:33:08]: LinkedIn charges you to, use your own connections, but Slack doesn't, right? Slack is like, do it for free. It's more lock-in. It's great.Ivan [00:33:15]: Yeah. It's amazing. Yeah. It's one of the reasons.Swyx [00:33:17]: You're gonna pay Slack for life.Ivan [00:33:18]: Exactly. You're there for life. So that's interesting. And so one of the things, the newer things we were talking about earlier is we made a big bet and put a lot of investment on computer use. that is not seen publicly the light of day. We haven't GA'd that yet, but we have.Swyx [00:33:32]: Is there a thing I can pull up?Ivan [00:33:33]: There is computer use there. It's right up a bit.Swyx [00:33:36]: Oh, yeah. Okay.Ivan [00:33:38]: What we have, what we talked about and what we've seen publicly is there's this theme now about, the human emulator where And Elon from XAI has talked about this publicly, and if you think about the models today, they're actually quite sophisticated and they can do a lot of work, but they still don't have access to all the tools. Like, I'm a strong believer that the most efficient way for an agent to work is essentially headless or through, terminal or whatnot. But if we, if we look at knowledge work in general, there's about 100 million knowledge workers in the US, about a billion in the world, and knowledge workers, and the salaries of them aggregate to 10 trillion in the US 50 trillion worldwide.Swyx [00:34:24]: Wow.Ivan [00:34:25]: Something like that. And if we look at, the five most important sectors of that, so like healthcare and government and financial services and whatnot, that's about 56% of that. So let's say it's about half of that. So in the US it's about 25 trillion, and most of them, most of that work is actually still locked into legacy apps inside of Windows, which is not going anywhere for a very long time. Like, people just won't invest in that. How much of it? our assumption is the following: if, in the RPA market, which is similar market, well, not the same 25% of, these white collar, workers', work is automated. If an agent is more sophisticated, can go through more runs, figure stuff out, let's say it's, 40%, right? And so if you take 40% of that, you get to essentially, $10 trillion a year.Swyx [00:35:17]: That's a TAM.Ivan [00:35:18]: That is a that is a TAM. So that's the TAM of the models, right? That's not our, essentially ours. But you get to that size, and to be able to do that, you essentially have to give agents these computers with the legacy. So computer use, either Mac or Windows or Linux. Linux we also obviously have and others have. But Windows specifically is something very new, and the only option right now is an EC2 with, Windows or on Azure. Both of them take anywhere from three to five minutes to spin up. We've created an actual sandbox, so it's a second instead of milliseconds, but you have, point in time snapshots, you have, forking, you have all the things that you have from a sandbox, but essentially enables you to hopefully unlock all this value. And so that's been our big push and bet, but we've sort of, kept our ear to the ground. What is sort of the next things in the market?RPA Returns: Why Agents Still Need ComputersSwyx [00:36:06]: Yeah, knowledge work, and building, and sort of RPA, the next wave of RPA. I got very excited about RPA kind of during COVID times. The UI path was IPO-ing. And it was, a very hot Isn't it, Eastern European?Ivan [00:36:20]: It is, Romanian.Swyx [00:36:21]: Romanian?Yeah, it might be the only Romanian, big unicorn okay, yeah. This I don't I don't, I don't have like a I think there's, I think there's a stage being set for the resurgence of RPA, ‘cause everyone understands that, yeah, no one wants to deal with these shitty apps and no one's gonna rewrite them. Like, you just have to do, a remote operation and programmatic operation of them.Ivan [00:36:45]: If you wanna unlock it, my own setup was basically the following. So I was doing a board deck recently, last month, whatever, and I'm like, “Okay, let's just, let's just do automated.” So, all our data's in, ClickHouse and PostHog and QuickBooks, where everyone else's is, and I'm basically, connected that all to, my Cloud code, like go off and go Cloud code whatever. Go off and, here's the integrations, go do that. It pulled out the first report, which was great. It connected to Brex and all these things, pulled it, which was great, and then I say, “Okay, now pull out this, and this,” and I kept getting, really well McKinsey-style design reports, but the data said partial data. all the missing data, partial data. Like, it can't access all the things, and I got so frustrated, and so I got, I got, my Mac Mini virtual sandbox with OpenClaw. I gave it its own account in our company, and then I went to all these services and created a read-only account, so literally like an intern in your company. And so I would say, “Now go and do this report,” and it would get the same, or like, “I can't via the MCP or the API or whatever. I can't get all the information.” I'm like, “Go log in.” And it will log into the website, then go in, export the data. It'll export the data and do the thing end to end. So even for things that have today APIs, not all of it is exposed, and I to get value, I get immense value right now, but it has to be a computer usage, unfortunately, and so I spend a bunch of tokens just on that, but I get the job done. And so if even a startup like ours, and using all the hottest tools, still needs a computer agent what hope does, Goldman have to have a headless, right?Swyx [00:38:22]: Yeah, what a - Why isn't Microsoft doing this?Ivan [00:38:27]: I'm pretty sure, Satya had a post yesterday.Swyx [00:38:29]: Oh, okay. I see.Ivan [00:38:29]: Which was like, “Every agent needs a computer.”Swyx [00:38:31]: I see, I see.Ivan [00:38:32]: So they have launched something recently.Swyx [00:38:34]: Yeah, they have Microsoft Power Automate, I'm sure, I'm sure, they're gonna have their version.macOS Sandboxes, Apple Constraints, and the Windows OpportunityIvan [00:38:39]: Version of that, yeah.Swyx [00:38:39]: You're gonna try to do yours, and it - I always know there's always demand for Mac, but I know it's, tricky to host, macOS sandboxes.Ivan [00:38:49]: We will have macOS sandboxes fairly soon. The problem with macOS, OS sandboxes is, I'm deep in this, I don't know how much interesting is.Swyx [00:38:55]: No, it's.Ivan [00:38:56]: MacOS has this problem.Swyx [00:38:57]: It's a licensing thing, right?Ivan [00:38:58]: Licensing thing. So one, you're allowed to run only two parallel VMs per machine, so that's one. Two, you can only license to a different user every 24 hours. So if you come in and theoretically, if I wanna charge you per second and I charge you one second, I have to have it idle for the rest of the day. I can't have anyone else doing that. So the pricing will be different in the sense that I will have to - we would have to charge for 24 hours, and that's not even, that's not even the most difficult thing. But the, thing above that is, from a security perspective, they enable you to do memory snapshot, pause, resume, but only on the same physical drive, physical machine. And so what you can do in, Windows world or Linux world is that I can move in the background, your snapshot from one to the other and manage load, right? Here, if you wanna do that, you essentially have to have your.Swyx [00:39:49]: Yeah, snapshots. Yeah.Ivan [00:39:50]: Your.Swyx [00:39:51]: It's like.Ivan [00:39:51]: Physical machine.Swyx [00:39:52]: You can't break it up.Ivan [00:39:53]: You can't, you can't move things around that, and all of that is, that part is, from a security standpoint, if it is written. Like, I understand the security aspect of that, but it disables you from doing these agentic, like really scalable agentic workloads.Swyx [00:40:08]: You need to do a vibe-coded, clean room implementation on macOS that you can then - That's like Clean OS or something. I don't know.Ivan [00:40:17]: So. We have.Swyx [00:40:18]: ‘cause like Linux was originally like a clean room rewrite of Unix.Ivan [00:40:21]: Okay. Yeah.Swyx [00:40:21]: Or something like that, right? Like same thing to macOS. Someone needs to do it.Ivan [00:40:25]: Someone will do that, and someone will have some long-running agents for a few days to figure this stuff out. But yeah. So definitely we - we're really close to offering something ‘cause people do want it, but the pricing will be different, and the feature set will be sort of stringent.Swyx [00:40:38]: Yeah, nobody's gonna use this. like, the labs, the labs will because they want to automate macOS.Ivan [00:40:42]: They have to do RL. They have to do RL again. But even if you The - So the point is with the RL part, if you, if you do RL on macOS, then the next iteration of the model comes out, it will be able to use these tools significantly. Then you actually need to run those, that somewhere. So you're gonna have to have that, later on. And from, if anyone at Apple is listening, I very much feel that they are shooting themselves in the foot of the scale of the revenue of compute or licensing they could get if they would just enable a concurrency model similar to what you can get on a Windows and a, and Linux.Swyx [00:41:17]: Yeah. Yeah. And I'm sure they've heard this before. They just don't care. Yeah, it's And maybe they will change their mind with the new CEO.Ivan [00:41:24]: Yeah. We'll see.Swyx [00:41:25]: We'll see.Ivan [00:41:25]: High hopes.Swyx [00:41:26]: High hopes.Ivan [00:41:26]: High hopes.Swyx [00:41:27]: Okay. But I, it's very clear the market opportunity is huge in Windows, and you can go for a long time on just Windows, but your customers are gonna want both. and I think, it is interesting to me that, this is the sort of God application of agents, right? Like, I don't It was - How big was OpenClaw for you guys? Like, was it, was there, a significant bump.OpenClaw, Agent Labs, and the B2B2C Sandbox MarketIvan [00:41:54]: Not for us because we.Swyx [00:41:54]: Because you already.Ivan [00:41:55]: We're kind of positioned differently. Whereas although it's completely PLG and we have individual developers that use it, most of the users that use Daytona are sort of a B2B2C. Sort of it's either B2B or B2B2C. So, in the researcher world, it's B2B, so you're selling to, labs and neo labs and things like that. But on the long-running agents, it's mostly, from a scale revenue perspective, it's mostly B2B2C, where you have a app layer agent that uses you at a big scale.Swyx [00:42:26]: Like a Manus. Yeah.Ivan [00:42:28]: Like a Manus Lovable type of thing.Swyx [00:42:31]: Yeah. I think that's the question of, well how, um-Uh, yeah, B2B to C is basically to me what I've been calling an agent lab, which is kind of like you're not in a model lab, but you're making a very good wrapper that is a platform that other people can sign up so they don't have to code those things. Yeah, it sound, it sounds like a much better market than the direct OpenClaw market.Ivan [00:42:56]: I've like - We I've done multiple things. So the CodeAnywhere's part of our career path R in the calendar, was very much an end user developer product. And so that is great. It You can get a lot of developer love, and I feel that we do as a company have a bunch of developer love. But it's a different type, where it's people building these things. Again, it's more akin to a Twilio because you don't really run - As a person, you wouldn't run Twilio. I don't know how many people remember. It was like ask your developer billboard and whatnot. And people really love Twilio, but they only used it inside of like, “Oh, I'm building this app or service for thing.” And so we're very much directly to that. And you also know that I used to work for a competitor for Twilio, so it's kind of ingrained, in my DNA.Swyx [00:43:35]: People don't know InfoBip is that big.Ivan [00:43:38]: Yeah, it's.Swyx [00:43:39]: Because.Ivan [00:43:40]: It's a billion euro.Swyx [00:43:40]: They're all American. They're like, “Whatever's in Europe doesn't matter to me.” But like it's the, it's the same size or bigger? Same size?Ivan [00:43:46]: It's about half the size.Swyx [00:43:47]: Half the size?Ivan [00:43:48]: Yeah, about half the size.Swyx [00:43:48]: It's like, yeah.Ivan [00:43:48]: Still huge. Multiple billions a year. Yes.Swyx [00:43:51]: That's crazy.Ivan [00:43:51]: Exactly, and so that - These are like really interesting and large revenue-generating, very sticky businesses. Whereas when you're selling to the - When your focus is the end developer, it is a very hard sell because they're very price sensitive, very price conscious, very around that. And there's very It's very hard to scale. Your cap is the number of people that are willing to spin up - First of all, wanna spin that up, and then spin up multiple of these. Whereas if you're in the enterprise one, like we know everyone's talking about like how many tokens they're spending, I'm spending. Like a lot of companies today are like, “If this is our company, spend as much as you can.” Like basically that is where we're going. And so if you think about that paradigm, where you're selling to companies that say, “Spend as much as you can to generate, productivity,” versus, “Oh, I'm a single person. I have this much budget, and I'm doing this thing because it's fun or it's helping me out or whatever.” Like it is a different, it's a different go-to-market, I think, strategy.MCP, CLIs, and Sandboxes as the Agent RuntimeSwyx [00:44:50]: Yeah, there's a lot of discussion. I'm just kind of going through like the mental list of things that are in your favor, which is, for example, MCP versus CLI. Like obviously you want CLI. It's been very good for you. I feel like it's maybe a drop in the bucket or maybe it's huge. I'm just checking whether it's like these are big trends.Ivan [00:45:10]: Those things you - work well in our favor, to your point just because every.Swyx [00:45:13]: They're kind of drop in the bucket, right?Ivan [00:45:15]: I think it's like sort of all the things come together. And so there's so many things that impact that. To your point, like OpenClaw wasn't huge for us, but like having the agent SDK, from Anthropic, so or Cloud Claude Code was very interesting. The reason why it was interesting is that a lot of, let's call them app I don't know what to call them, app layer agent companies, essentially they are like, “Oh, I can create this new app, this new agent. All I need, I just use Claude Code, and I throw it into a sandbox, and then I have my interface to the human to that.” And so that enabled so many more companies to actually offer this, and then they would pull on sandbox. So that was, that was interesting. And to your point, like MCP, versus the CLI, the MCP is an interface against an API, whereas the CLI is like you can actually go do things. Like this is it. The difference between integrations and actually running scripts or data or analysis against a thing. So being able to use a CLI very well enables the agent to do more things, and it's because that people will invoke a sandbox, they'll run it in the CLI, and but it'll do anal-analysis on that data and then give you an actual result versus just, pulling data from an API source.Swyx [00:46:29]: Yeah, it's a layer of indirection basically, it's the same thing as agentic search versus RAG, which where you're.Ivan [00:46:34]: Exactly, yeah.Swyx [00:46:34]: Just like you just win whenever people put more agents into their workflow. And so like it doesn't really matter, but I'm just kinda teasing out like what else have people heard about that like it's sort of, “Oh yeah, this is another sandbox use case. Oh yeah, that's another one.” Am I, am I missing any big ones?Ivan [00:46:51]: The thing, the thing that people, which is the computer use stuff, which I think is probably the most interesting one, is, and to your point, we've talked to so many people over the last year. It's like, “Oh, like why do you need a sandbox? Why do you need this? Why this?” And to your point, it's like, “Oh, I need sandbox for this. I need sandbox for that. I need sandbox-” It's like, “Oh, I need it for every single thing.” And so basically what I, what I - and it sounds like a broken record, it's like you use a laptop every single day, right? And you are n of one. It's just you. But now imagine how And by the way, the laptop, the computer PC market, the PC market is about equal to the cloud market in total. So it's about 150, 180 billion a year. Something like that. It's about roughly the three cloud hyperscalers is about equal to like Apple, HP, Lenovo, whatever, It's a little bit less, but it's sort of like that. And now imagine And that's just like, so how big is the addressable market? What, how many people are there in the world now? What's the last data?Swyx [00:47:45]: Let's call it eight billion.Ivan [00:47:46]: Eight billion. And so let's say you can have two computer, like you have one personal and one business, whatever. Like so it's double that, right? and so that's 16 billion, right? How many agents are gonna be running in two years, in 10 years, in 100 years? Like And for every single task, they will need one of these. And so how big is that? That market is essentially quote unquote “infinite”. You will get to the point, and Dylan Patel was at the conference talking about, from SemiAnalysis, that talks usually about GPUs, was also talking about how CPUs will now be a bottleneck because it will be the constraint. You won't be able to grow, or we won't be able to have enough of these because there won't be enough CPUs to basically do.Swyx [00:48:23]: Yeah. Well, I actually had a really good podcast with Doug Oliphant, who, which was his president at SemiAnalysis, where they've basically been like, yeah, it's been a GPU shortage first, but then it's cascaded down to memory and now to CPUs.Ivan [00:48:35]: CPU, yeah.Swyx [00:48:35]: It-What's next? So networking. So, networking actually has been in shortage for a while if you're looking at, just GPU networking. But, yeah, it's really crazy the amount of computer use that's going on, yeah, cool. I, other questions are, just the one very big part is the open sourceness which you didn't have to do, your competitors don't do, like it's not, a lot of people are worried about keeping their projects open source because some competitor can just slot fork it. I don't know if there's any reflections on just being an open source company.Open Source, Trust, and Enterprise ProcurementIvan [00:49:15]: Yeah. There's a bunch. So we the original product that we did was open source.Swyx [00:49:19]: Yeah. CodeAnywhere.Ivan [00:49:20]: So doing that was actually very good for us. There's basically a saying of, What's the saying? Like, companies that are, that are doing really well, measure themselves against, free cashflow, that are kinda okay, it's EBITDA, then, it's, it goes all the way down.Swyx [00:49:36]: The worst is like GitHub stars.Ivan [00:49:37]: GitHub stars. GitHub stars are the worst, yeah. So you go all the way down to GitHub stars. And so our original one was GitHub stars. That's what we talked about, we're at the point we're talking about revenue, so we're we've gone up the stack on that. And so we started.Swyx [00:49:47]: No, profit.Ivan [00:49:48]: Yeah. We haven't, we're, we'll get there. We'll get there. But basically at that point we did stars and GitHub and it was useful, and the original variation that we did, it we split the core into its own repo and it was Apache 2.0, so very, permissive. And then we basically would bundl

Hoy hablamos de Cohere liberando Command A+ con licencia Apache 2.0 y empujando la IA soberana de verdad; de la task force del Pentágono para meter IA con capacidades ofensivas en NSA y Cyber Command; del plan de xAI para comprar 2.800 millones en turbinas de gas mientras acumula demandas ambientales; de Jensen Huang admitiendo que Nvidia ha cedido gran parte del mercado chino a Huawei; y de los 81.600 millones trimestrales con los que Nvidia confirma que, en la fiebre de la IA, el gran negocio sigue siendo vender palas.Puedes seguirnos en YouTube en https://youtube.com/olivernabani y puedes unirte al Discord Mashain en https://olivernabani.com/discord

For review:1. Cuban President Miguel Díaz-Canel Bermúdez insisted Cuba "poses no threat" to the United States and doesn't have "aggressive plans or intentions against any country," after Axios reported that the island nation has hundreds of military drones and has been allegedly discussing plans to strike the U.S. military base in Guantanamo Bay and potentially Florida's Key West.2. The Republic of Somaliland will open an embassy in Jerusalem, its first anywhere in the world, the state's ambassador to Israel said Tuesday.Currently, seven countries have embassies in Jerusalem — the US, Guatemala, Honduras, Kosovo, Papua New Guinea, Paraguay, and Fiji. 3. US President Donald Trump announced on Monday that he had called off a major attack against Iran, which he claimed was slated to take place on Tuesday after Gulf allies assured him that a deal with Tehran was now possible thanks to the renewal of “serious negotiations.”4. The US State Department has cleared potential military support deals worth a combined $428.2 million for India's Apache rotary-wing aircraft and M777A2 155mm howitzers.5. The Trump administration is planning to tell NATO allies this week that it will shrink the pool of military capabilities that the U.S. would have available to assist the alliance's European nations in a major crisis.6.  NATO Supreme Allied Commander: Europe should “absolutely” expect additional United States troop withdrawals in the future as European NATO allies strengthen their capability to provide more of their own  conventional defense. 

This interview was recorded for the GOTO Book Club.http://gotopia.tech/bookclubEkaterina Gorshkova - Apache Kafka Engineer at SOFTEC & Author of "Kafka for Architects"Viktor Gamov - Principal Developer Advocate at Confluent & Co-Author of "Kafka in Action"Check out more here:https://gotopia.tech/episodes/440RESOURCESEkaterinahttps://www.linkedin.com/in/ekaterina-gorshkova-978bb6https://medium.com/@katyagorshkovaViktorhttps://bsky.app/profile/gamussa.devhttps://x.com/gAmUssAhttps://github.com/gamussahttps://www.linkedin.com/in/vikgamovhttps://gamov.ioLinks45% off discount code (expires on 25 May 2026): GOTOKGKafkaAffiliate link: https://hubs.la/Q044HgTvhttps://current.confluent.io/londonDESCRIPTIONApache Kafka has evolved far beyond a simple message broker — it has become a foundational layer for modern enterprise software. In this GOTO Book Club episode, Ekaterina Gorshkova, author of "Kafka for Architects", shares how her decade-long journey with Kafka — starting in a Czech bank's integration team in 2015 — shaped her understanding of what it really takes to design Kafka-based systems at scale. The conversation covers core architectural decisions, real-world patterns for enterprise integration, the role of Kafka Streams, and how to avoid the classic pitfalls of building systems that "only three engineers understand".The episode also looks forward: Ekaterina and host Viktor Gamov explore how Kafka is increasingly becoming the connective tissue for AI-driven systems, acting as an orchestration layer between intelligent agents, real-time data, and business workflows. Her book's central argument is that while AI and tooling change fast, the fundamental knowledge of how to design robust, event-driven systems is durable and career-proof. Kafka for Architects is framed not just as a technical manual, but as a roadmap for architects who want to get Kafka right from day one — requirements, design, testing, and all.RECOMMENDED BOOKSEkaterina Gorshkova • Kafka for Architects • https://amzn.to/42mDarUDylan Scott, Viktor Gamov & Dave Klein • Kafka in Action • https://amzn.to/4vJ3KcjViktor Gamov, Tartakovsky, Rasputnis & Fain • Enterprise Web Development • https://amzn.to/3CezL0RShapira, Palino, Sivaram & Petty • Kafka: The Definitive Guide • https://amzn.to/3RPtdLPBill Bejeck • Kafka Streams in Action • https://amzn.to/3CGJiiMBlueskyInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

In this episode of the Uncovering Anomalies Podcast (UAP), Adam and Topher take a deep dive into one of the most bizarre and cinematic UFO encounters in modern history: the Pentyrch UFO Incident.In February 2016, residents near Pentyrch, Wales, reported intense military activity, strange aircraft patterns, helicopters, explosions, glowing orbs, and the appearance of a massive, silent, pyramid-shaped craft hovering low over the countryside.According to witness testimony, the object appeared to materialize in the sky before ejecting glowing green and red objects that moved with impossible speed and behavior. The incident allegedly involved military aircraft, Apache helicopters, paralysis effects, electromagnetic interference, physical damage to vegetation, and an intense cleanup operation in the aftermath.Adam interviews Topher about his investigation into the case, breaking down the witness accounts, military presence, reported UFO behavior, and the strange aftermath that followed.In the second half of the episode, we also discuss the latest UFO/UAP developments, including:• Jeremy Corbell's pyramid UFO comments• The Ukrainian UFO footage• Eric Burlison on disclosure and secrecy• New whistleblower claims• Ross Coulthart interviews• CIA allegations• Japanese disclosure discussions• Orb phenomena• UFO secrecy structures• And moreThe Pentyrch case remains one of the most compelling modern UFO incidents due to the number of witnesses, military activity, physical evidence claims, and highly unusual aerial phenomena.Watch and decide for yourself.Topher's article: https://tophereles.substack.com/p/the-pentyrch-ufo-incidentFull show notes here: https://docs.google.com/document/d/1zQ1I5MN-Ix640ex78ILT9CIraPvNDo670vlKgf7OZ4E/edit?usp=sharingThis episode is sponsored by Subliminize — a tool designed to help reprogram the subconscious mind through sound, color, and intention.https://subliminize.app/Support breakthrough energy research and UFO whistleblowers with Breakaway Genesis: https://pump.fun/coin/3DXauaoo8f6hxMMi15XNntjocHaWHyiZA7esD6g3pump

Wenn ihr denkt heute geht es wie sonst immer hauptsächlich um den Song, dann liegt ihr diese Woche falsch. Es geht vor allem um das Buch „Die Assistentin“ von Caroline Wahl – und auch da geht es hier jetzt nicht um die Haupthandlung, die Assistentin wird von einem Verleger mies behandelt, er zeigt übergriffiges Verhalten und er beutet die Assistentin aus. Also um die Sachen, die auf den ersten Blick zu sehen sind, geht es nicht.Ich möchte euch mal ganz persönlich erzählen, was das Buch mit mir gemacht hat, und vielleicht kann ja jemand damit was anfangen – das geht ohne Buch aber sicher besser, wenn du durch die Folge Interesse bekommen hast das Buch selbst zu lesen.Also los: natürlich ist Ausbeutung ein Thema des Buches – was mich gepackt hat ist – mal bei mir selbst zu fragen, was sind eigentlich die Strukturen, dass ich in bestimmten Situationen weiterlebe, oder weiterarbeite, obwohl ich selbst merke, es tut mir nicht gut.Markier den harten Bro, wenn man aber der Sache auf den Grund geht, merkt man, das ist in der Tat nicht so.So ist das eben oft – wir trauen uns nicht Grenzen zu ziehen, wo es um eigene Begrenzungen geht, wo wir sagen müssen, ich schaffe das jetzt nicht, das klappt nicht, so kann ich das nicht – da markieren wir lieber den Harten – auf den Grund, in unser Herz lassen wir uns nicht schauen.Roller ist eine Selbstbehauptungshymne eines Underdogs, der den Angebern keine Chance gibt, ihn klein zu machen, nur weil er einen Roller fährt, der gerade mal 70km/h schafftIch würde gerne mal mit Apache darüber reden – der ja inzwischen von Autos singt die 28 Liter brauchen – macht das wirklich glücklicher, kaufe ich mir so eine Karre wirklich für mich, oder eben nur um einen „Harten“ zu markieren – ich finde jedenfalls „Roller“ besser und der Song gibt mir auch mehr, lieber 10 ehrliche PS als in der Leistungsangeberei drauf gehen – in diesem Sinn.Foto © FourMusicHomepage: https://7tage1song.dePlaylist Podcast und Song: https://open.spotify.com/playlist/20KHRuuW0YqS7ZyHUdlKO4?si=b6ea0b237af041ecInstagram: https://www.instagram.com/7tage1song/Facebook: https://www.facebook.com/pg/7tage1song/Kontakt: post@7tage1song.deLink zum Song: https://open.spotify.com/intl-de/track/6hw1Sy9wZ8UCxYGdpKrU6M?si=3831425584b741ebSpotify Playlist: https://open.spotify.com/playlist/0M5tOXTC0lM8RVycUBQnjy?si=idKC-CFaRp2ZD992gvWvsQ

Wer ist dieser Mann unterm Hut, hinter der Sonnenbrille und den Zigarrenrauchwolken? Am 17. Mai 1946 in Gronau geboren, wurde Udo Gerhard Lindenberg zum ersten deutschsprachigen Rockmusiker mit Millionenvertrag, zur Legende, zum Ehrenbürger Hamburgs – und zu einem Künstler, für den politische Haltung, das Einstehen füreinander und der Einsatz für Toleranz und Frieden bis heute eine Selbstverständlichkeit ist. Der Hafenkonzert-Podcast lädt zu einer Entdeckungsreise ein: von der Nachkriegszeit in Westfalen über die wilden Hamburger Jahre am Rondeel bis zum sensationellen Comeback und dem neuen Geburtstags-Hype rund um den 80. Moderatorin und Udo Lindenberg-Expertin Susanne Hasenjäger trifft Weggefährten und die Panikfamilie, lässt Musikerkolleginnen und -kollegen wie Johannes Oerding, Jan Delay, Ina Müller und Anna Loos zu Wort kommen und spricht mit Udo selbst: über seine neongrünen Socken, seine Kindheit, seine Musik und seine politische Haltung. Dazu gibt es Coverversionen vom neuen Album „We Love Udo", einen Blick ins neue Udoversum im Stilwerk und Benjamin von Stuckrad-Barres Liebeserklärung „Udo Fröhliche".⚓ Themen dieser Ausgabe (in Sendereihenfolge)

Prince Harry returns to Afghanistan for his second deployment, serving as an Apache helicopter pilot in active combat while grappling with the unique challenges of being a royal soldier in one of the world's most dangerous war zones.Get episodes of Palace Intrigue by becommming a paid subscriber on Apple Podcasts. Click the button that says uninterrupted listening.  Just $5 a month, and that includes many ofther shows on the Caloroga Shark network.A new season of King William is available now.Our royal newsletter written by Deep Crown is available for free.Royal Books:Revenge: Meghan, Harry, and the War Between the Windsors by Tom BowerWilliam and Catherine: The Monarchy's New Era: The Inside StoryThe Royal Insider: My Life with the Queen, the King and Princess Diana

When it comes to our projects' interior, we all love it when it's finished and looks great but hate the road we have to travel to get there. Well, to make that journey a bit easier, Stacey is joined by Jonas & Eric from AUTO KUSTOMS out of Harrodsburg, KY. They discuss how they got started, what made them get into interior work, their least favorite vehicles to work on, AND bounce around few ideas for what they & Stacey might do with APACHE project.

Java 26 est là, GraalVM cartonne chez Trivago (43 à 12 réplicas !), OpenJDK interdit le code généré par LLM, Spring et Quarkus enchaînent les releases. Côté IA : ADK 1.0, A2A, Lyria 3 chante (mal ?), Yann LeCun lance Ami Labs et ses World Models. Mythos d'Anthropic fait trembler la sécu, Claude Code a leaké son source, et les git worktrees envahissent vos terminaux. Bonus : la mort annoncée de l'IDE, vagues de licenciement chez Oracle et Block, et nos voix toutes clonées. Bon week-ends de mai ! Enregistré le 7 mai 2026 Téléchargement de l'épisode LesCastCodeurs-Episode-340.mp3 ou en vidéo sur YouTube. News Langages Retour d'expérience d'une migration vers graalVM chez Trivago https://medium.com/graalvm/inside-trivagos-graalvm-migration-native-image-for-graphql-at-scale-912bca9df841 La passerelle GraphQL de Trivago (point d'entrée de tout le trafic vers 48 microservices) souffrait de pics de timeout au démarrage JVM Résultats spectaculaires après migration vers GraalVM Native Image : réduction des réplicas de 43 à 12, CPU de 15 à 5 cœurs, images Docker plus légères Obstacles techniques : incompatibilité Log4j → migration vers Logback, remplacement de Mockk par Testcontainers, compilation CI/CD très gourmande Netflix DGS et d'autres librairies manquaient de support GraalVM → l'équipe a contribué des correctifs upstream en open source Approche recommandée : commencer par les services les moins complexes, investir massivement dans les tests automatisés À la 14e migration, le processus était si rodé qu'il allait plus vite que la toute première tentative OpenJDK Interim Policy on Generative AI - https://openjdk.org/legal/ai OpenJDK adopte une politique intérimaire interdisant toute contribution incluant du contenu généré par des LLMs, modèles de diffusion ou systèmes deep-learning Le périmètre est large : code source, texte, images dans les dépôts Git, pull requests GitHub, emails, pages wiki et issues JBS Les contributeurs peuvent utiliser les outils d'IA de manière privée pour comprendre, déboguer et relire le code OpenJDK, mais ne peuvent pas contribuer le contenu généré Trois risques justifient cette politique : surcharge des relecteurs face au code plausible mais incorrect, risques de sûreté/sécurité pour une plateforme critique, et risques de propriété intellectuelle (l'OCA exige que les contributeurs possèdent les droits IP de leurs contributions) Même éditer partiellement du code AI-généré ne le rend pas acceptable à la contribution Oracle, sponsor corporatif d'OpenJDK, travaille sur une politique complète à soumettre au Governing Board GraalVM Native Image et la Closed-World Assumption en Java https://pvs-studio.com/en/blog/posts/java/1357/ Un bon article de rappel du contexte de closed world en Java GraalVM Native Image compile les applications Java en exécutables natifs statiques, sans JVM au runtime. La JVM fonctionne en monde ouvert : les classes sont chargées à la demande, les appels sont des références symboliques résolues dynamiquement. Native Image impose la "closed-world assumption" : tous les chemins d'exécution doivent être connus à la compilation. Les fonctionnalités dynamiques Java (réflexion, proxies, chargement de classes) créent des chemins cachés invisibles à l'analyse statique. C'est pourquoi Native Image exige des fichiers de configuration explicites pour la réflexion, les proxies, les ressources et la FFM API. L'article illustre le problème avec la Foreign Function & Memory API pour appeler printf natif : fonctionne sur JVM, échoue en Native Image sans config. Inclure tout le bytecode accessible serait inutilisable : binaire géant, compilation très lente, et la réflexion nécessite des métadonnées précises. La configuration n'est pas un défaut de conception mais une conséquence logique du passage du dynamique au statique. Java 26 : les nouveautés https://foojay.io/today/java-26-whats-new/ Java est le langage de la JVM, publié tous les 6 mois depuis Java 9 ; Java 26 est une version non-LTS avec 10 JEPs. JEP 500 : protection des champs final modifiés par réflexion profonde, avec des avertissements configurables. JEP 504 : suppression définitive de l'API Applet, plus supportée par les navigateurs. JEP 516 : le cache AOT (Project Leyden) fonctionne désormais avec n'importe quel garbage collector. JEP 517 : support HTTP/3 dans le client HTTP, HTTP/2 reste le défaut mais HTTP/3 est accessible à la demande. JEP 522 : amélioration du débit du GC G1 en réduisant la synchronisation entre threads applicatifs et threads GC. Nouveau support des UUIDv7 via UUID.ofEpochMillis(), naturellement triables et adaptés aux identifiants de bases de données. Process devient AutoCloseable, utilisable dans un try-with-resources. Aucune fonctionnalité en preview n'est graduée en standard ; Structured Concurrency en est à sa 6e preview. Librairies Guillaume a créé une petite librairie Java sans dépendance pour extraire le JSON d'une réponse d'un LLM un peu verbeux https://glaforge.dev/posts/2026/03/22/extracting-json-from-llm-chatter-with-jsonspotter/ Les LLM génèrent souvent du JSON, mais il est parfois entouré de bla-bla et/ou contient des erreurs (ex: commentaires, virgules finales) qui bloquent les parseurs JSON standards. Guillaume a créé une petite librairie légère sans dépendance pour localiser et extraire la structure la plus longue ressemblant à du JSON (même malformé) On peut ensuite passé cette chaîne à un parseur "lénient" (plus tolérant) comme Jackson pour ensuite avoir de bons vieux objets Java fortement typés Librairie dispo sur Maven Central ADK Java sort sa version 1.0 (Agent Development Kit par Google) https://developers.googleblog.com/announcing-adk-for-java-100-building-the-future-of-ai-agents-in-java/ ADK est un framework open source de Google pour créer des agents IA, initialement en Python, maintenant multi-langages (Python, Java, Go, Typescript). Nouvelles fonctionnalités majeures : Outils puissants : GoogleMapsTool, UrlContextTool, ContainerCodeExecutor, VertexAiCodeExecutor, abstraction ComputerUseTool. Architecture de plugins centralisée : Nouveau conteneur App pour gérer les Plugins à l'échelle de l'application (ex: LoggingPlugin, GlobalInstructionPlugin). Context engineering amélioré : Compaction d'événements pour gérer la taille des fenêtres de contexte (résumé et rétention). Human-in-the-Loop (HITL) : Supporte les workflows ToolConfirmation pour approbation humaine des actions d'agent. Services de session et de mémoire : Contrats clairs pour la gestion de l'état (InMemory, VertexAI, Firestore) et la mémoire à long terme. Support Agent2Agent (A2A) : Collaboration native entre agents distants de différents frameworks via le protocole A2A. Dans cet autre article, Guillaume partage comment il a développé l'application Comic Trip montrée dans la vidéo YouTube et qui utilise ADK 1.0 https://glaforge.dev/posts/2026/03/30/building-my-comic-trip-agent-with-adk-java-1-0/ Nouvelle version du SDK Java pour Agent2Agent Protocol, avec le support de la version 1.0 de la spécification https://medium.com/google-cloud/a2a-java-sdk-1-0-0-beta1-released-e83c414b34cc Alignement avec la version 1.0 de la spécification Nouveau groupId org.a2aproject.sdk et package org.a2aproject.sdk Protocoles de transport : support complet et équivalent pour JSON-RPC, gRPC et HTTP+JSON/REST. Gestion des erreurs : introduction de codes d'erreur et détails structurés pour une meilleure observabilité. Optimisation HTTP : ajout d'en-têtes de cache pour les métadonnées des agents (Agent Card). Flexibilité du client HTTP : support par défaut du JDK HttpClient, avec option Vert.x pour les environnements Quarkus. Nouvelles fonctionnalités techniques : méthode DataPart.fromJson() pour la création simplifiée d'objets depuis du JSON brut. Prochaines étapes (v1.0.0.GA) : support simultané des versions 1.0.0 et 0.3.0 du protocole pour assurer l'interopérabilité. JPA 4.0 Milestone 2 : nouvelles fonctionnalités pour Jakarta Persistence https://in.relation.to/2026/04/23/JPA-4-M2/ Jakarta Persistence (JPA) est la spécification standard Java pour le mapping objet-relationnel (ORM), implémentée notamment par Hibernate. JPA 4.0 M2 est la deuxième milestone de la prochaine version majeure de la spécification, annoncée par Gavin King. Construction de requêtes Criteria à partir de chaînes JPQL, offrant plus de flexibilité dans la composition dynamique des requêtes. Nouveaux types d'expressions spécialisés (TextExpression, NumericExpression) pour simplifier l'écriture des requêtes Criteria. Nouvelle interface FetchOption pour contrôler explicitement la stratégie de chargement des associations, dont un BatchSize intégré. Nouvelle annotation @EntityListener qui découple les classes entités de leurs listeners, supprimant les dépendances à la compilation. Les listeners peuvent cibler plusieurs types de callbacks et s'appliquer globalement à toute l'unité de persistance. Introduction de FlushModeType.EXPLICIT et QueryFlushMode pour un contrôle plus fin de la synchronisation avec la base de données. La méta-annotation @Discoverable permet de placer des annotations comme @NamedQuery sur n'importe quelle classe ou interface. Améliorations du DDL via @Index amélioré et clarifications de la spécification via la javadoc. Quarkus 3.35 : tree-shaking, PGO et AOT Semeru https://quarkus.io/blog/quarkus-3-35-released/ Quarkus est un framework Java cloud-natif optimisé pour GraalVM et HotSpot, conçu pour les microservices et les environnements conteneurisés. Nouveau JAR tree-shaking expérimental : analyse des dépendances à la compilation pour supprimer les classes inutilisées. Sur le CLI Quarkus, cela supprime plus de 6 000 classes et économise environ 18 Mo (39,5 %). Support du Profile-Guided Optimization (PGO) pour les builds natifs via quarkus.native.pgo.enabled=true. Le PGO est une fonctionnalité Oracle GraalVM, non disponible dans la Community Edition. Support de l'AOT IBM Semeru : le démarrage passe de ~380 ms à ~190 ms dans les premiers tests. Nouvelle extension quarkus-reactive-transactions : support de @Transactional pour les méthodes Hibernate Reactive retournant Uni. Configuration CORS dédiée pour l'interface de management, indépendante de l'interface HTTP principale. Les tests n'utilisent plus les System Properties pour la propagation de configuration, facilitant la parallélisation future. Le serializer jackson sans reflection n'est pas le default du aux retours de cas limites, encore du travail This Week in Spring - 21 avril 2026 https://spring.io/blog/2026/04/21/this-week-in-spring-april-21-2026 Spring Framework 6.2.18 et 7.0.7 corrigent trois failles de sécurité : DoS via fichiers multipart WebFlux, empoisonnement de cache de ressources statiques, et DoS sur Windows. Le support open source de Spring Framework 5.3.x et 6.1.x est terminé, la migration est recommandée. Spring Data 2026.0.0-RC1 introduit l'upsert (MERGE/INSERT ON CONFLICT) dans l'API Template de Spring Data Relational. Spring Data ajoute un RedisMessageSendingTemplate pour la cohérence avec les listeners Redis, et une optimisation de réinitialisation de caches en un seul appel. Spring AI introduit une Session API (série Agentic Patterns, partie 7) : architecture event-sourcée pour la mémoire des agents IA. La Session API supporte la compaction turn-safe, l'isolation de sous-agents en parallèle, et la persistence JDBC (PostgreSQL, MySQL, MariaDB, H2). Elle vise Spring AI 2.1 (novembre 2026) et remplacera à terme l'API ChatMemory. Spring Vault 4.1.0-RC1 et 4.0.2 sont disponibles. Netflix a présenté son usage de Java, Spring Boot et Spring AI dans une vidéo. This Week in Spring - 28 avril 2026 https://spring.io/blog/2026/04/28/this-week-in-spring-april-28-2026 Cette série hebdomadaire de Josh Long compile les nouveautés de l'écosystème Spring : articles, outils, podcasts et annonces de la communauté. Spring Boot 4 introduit un package natif de résilience org.springframework.resilience avec une nouvelle API de retry qui remplace les approches fragiles via Spring Retry ou Resilience4j. L'API retry native de Spring Boot 4 a des noms d'attributs et sémantiques différents des anciennes bibliothèques, rendant les tutoriels pré-2025 obsolètes et sources de bugs silencieux. Le SDK Spring AI pour Amazon Bedrock AgentCore est disponible en GA : il intègre les capacités AgentCore dans Spring AI via annotations et auto-configuration. Le SDK AgentCore gère automatiquement le contrat runtime AgentCore : endpoint /invocations, health check /ping, SSE avec backpressure. Il offre mémoire court terme (sliding window) et long terme (sémantique, préférences, résumé, épisodique), ainsi que des outils pour navigateur et exécution de code en sandbox. Un plugin Maven (Nullability Maven Plugin) simplifie l'intégration de JSpecify et NullAway pour enforcer la null-safety à la compilation dans les projets Java. Le plugin génère automatiquement les fichiers package-info.java par package et configure le compilateur pour traiter les violations de nullabilité comme des erreurs. Josh Long et Dr. Venkat Subramaniam ont co-présenté à Voxxed Days Amsterdam sur "Intelligent Kotlin", avec un épisode de podcast associé. Cloud Amazon S3 Files https://aws.amazon.com/about-aws/whats-new/2026/04/amazon-s3-files/ Amazon S3 Files est un nouveau service donnant un accès système de fichiers direct aux données stockées dans les buckets S3 Basé sur la technologie Amazon EFS, il supprime la barrière entre stockage objet et interface système de fichiers sans dupliquer les données Débit en lecture pouvant atteindre plusieurs téraoctets par seconde ; des milliers de ressources de calcul peuvent y accéder simultanément Les données restent accessibles via les deux interfaces : S3 API classique et système de fichiers standard, sans migration nécessaire Cas d'usage : agents IA pour la persistance de mémoire entre pipelines, équipes ML sans staging, simplification des data lakes Disponible dans 34 régions AWS Data et Intelligence Artificielle Comment générer de la musique et des clips audio en Java avec le modèle Lyria 3 https://glaforge.dev/posts/2026/03/25/generating-music-with-lyria-3-and-the-gemini-interactions-java-sdk/ Génération musicale avec Lyria 3 (DeepMind) et le SDK Java Gemini Interactions. Lyria 3 : modèle d'IA générative pour créer musique avec paroles ou pistes instrumentales. Utilisation via le SDK Java de l'API Gemini, nécessite une clé API Gemini. Deux versions de modèle Lyria 3 : lyria-3-clip-preview : Clips courts (30s), extraits. lyria-3-pro-preview : Chansons complètes (jusqu'à 3 min), structurées. Personnalisation via les prompts : Fournir ses propres paroles ou les faire générer. Contrôler la structure de la chanson ([Intro], [Verse], [Chorus], [Outro]). Générer des morceaux instrumentaux uniquement. Utiliser des images comme source d'inspiration (modèle multimodal). Sortie : Audio (MP3) et texte (paroles/structure) directement, sans décodage complexe. Facilite l'intégration de la génération musicale dans les applications Java. Les world model, la prochaine étape pour les IA https://www.lepoint.fr/sciences-nature/comment-le-commando-de-yann-le-cun-se-prepare-a-ringardiser-les-geants-mondiaux-de-lia-depuis-paris-OZVUWTDYBNE25C6WF44265ZQKE/ Yann LeCun a quitté Meta FAIR pour créer AMI Labs (Advanced Machine Intelligence) basée à Paris Sa thèse : les LLMs ne mèneront pas à l'intelligence générale, la vraie IA doit partir de la compréhension du monde physique AMI Labs a levé 1,03 milliard de dollars en seed (le plus grand seed round de l'histoire européenne) à 3,5 milliards de valorisation Les world models apprennent à prédire et comprendre la réalité physique plutôt qu'à prédire le prochain token d'une séquence Slogan d'AMI : "Real intelligence does not start in language. It starts in the world." Paris comme base stratégique pour challenger la Silicon Valley dans la prochaine rupture de l'IA Debezium 2026 : résultats du sondage communautaire https://debezium.io/blog/2026/04/27/debezium-2026-survey-results/ Debezium est un outil de Change Data Capture (CDC) open source qui capture les modifications de bases de données en temps réel pour les diffuser vers des systèmes comme Kafka. 98,6% des répondants utilisent Debezium activement ou prévoient de le faire dans l'année, avec 91,3% déjà en production. 63,8% des déploiements tournent sur Kubernetes, 60,9% utilisent Kafka Connect auto-géré, et 17,4% restent sur des VMs ou bare metal. Helm charts est l'approche dominante pour la gestion de configuration, souvent combiné avec GitOps, CI/CD, Ansible ou Terraform. PostgreSQL domine les connecteurs utilisés à 69,6%, suivi de MySQL (33,3%), SQL Server (29%) et Oracle (27,5%). Les volumes de changements capturés vont de 1-25 modifications par minute jusqu'à 1-2 millions par minute selon les environnements. Infinispan rejoint l'écosystème OGX comme fournisseur de stockage vectoriel https://infinispan.org/blog/2026/04/17/infinispan-joins-ogx-ecosystem OGX (anciennement Llama Stack) est un serveur API agentique open source pour construire des applications d'IA complètes. OGX compose des fournisseurs d'inférence, des stores vectoriels, des backends de sécurité, des runtimes d'outils et du stockage de fichiers en un seul serveur déployable. OGX se positionne comme une alternative à l'API OpenAI, déployable sur diverses infrastructures et modèles. OGX cible les workflows RAG (Retrieval-Augmented Generation) et les applications agentiques. Infinispan s'y intègre comme fournisseur de vector IO, apportant recherche vectorielle, par mots-clés et hybride. Je n'ai pas entendu parlé de ce renommage, vous le voyez dans vos deploiements ? Outillage cmux un nouveau terminal basé sur Ghostty spécialisé pour les coding agents https://cmux.com/ Application macOS native construite sur le moteur de rendu Ghostty (libghostty), offrant une accélération GPU pour une fluidité maximale Conçu spécifiquement pour le multitâche et les workflows assistés par IA, avec des onglets verticaux affichant la branche Git, le répertoire et les ports actifs Intègre des notifications qui illuminent les panneaux lorsqu'un agent IA (Claude Code, Codex, etc.) nécessite l'attention de l'utilisateur Propose un navigateur web intégré et scriptable qui peut être affiché en écran scindé à côté du terminal via une API Alternative moderne à tmux, ne nécessitant pas de fichiers de configuration complexes ou de préfixes de touches pour la gestion des vitres et des sessions Supporte nativement tous les agents de codage en ligne de commande et permet l'automatisation via une API socket et une interface CLI dédiée Git Worktree comme un chef https://www.metal3d.org/blog/2026/git-worktree-comme-un-chef/ Article par Patrice Ferlet Git Worktree: Travailler sur plusieurs branches simultanément via des répertoires distincts. Évite git stash ou clones multiples pour le changement de contexte rapide. Méthode "bare" (recommandée): Cloner le dépôt en mode bare (ex: .bare). Lier le dossier racine au dépôt bare via un fichier .git. Configurer le remote tracking pour voir toutes les branches distantes. Ajouter des worktrees pour chaque branche (git worktree add ). Avantages: Économie d'espace, source de vérité unique (un git fetch met tout à jour), hooks/configs partagés, sécurité. Conseils: Ne jamais faire de git checkout à l'intérieur d'un worktree. git fetch --all depuis n'importe quel worktree pour tout mettre à jour. git worktree add --detach pour tester des merges temporaires sans créer de branche. Supprimer: git worktree remove puis git worktree prune. Un script wtree est fourni pour automatiser l'initialisation du setup "bare". Améliore considérablement le workflow. L'IDE meurt et vite https://x.com/jdegoes/status/2036931874057314390?s=46&t=C18cckWlfukmsB_Fx0FfxQ Des leaders techniques prédisent la fin rapide de l'IDE traditionnel, remplacé par des interfaces conversationnelles agentiques Le changement de paradigme : le développeur n'écrit plus des lignes de code mais exprime son intention et supervise des agents autonomes Des outils comme Claude Code, Copilot et Cursor transforment déjà radicalement les workflows de développement quotidiens L'IDE centré sur l'éditeur de code perd sa raison d'être quand l'agent lit, modifie et structure le code de manière autonome La transition est comparable au passage du desktop au mobile : les pratiques établies depuis 30 ans remises en question en quelques mois Le source de Claude Code a leaké via probablement le codemap et un site decrit sont fonctionnement https://ccunpacked.dev/ Le 31 mars 2026, Anthropic a accidentellement inclus les sourcemaps dans un package npm de Claude Code, exposant ~512 000 lignes de TypeScript La fuite n'était pas un piratage mais une erreur humaine : un "*.map" oublié dans .npmignore Le site ccunpacked.dev a été lancé pour analyser et visualiser le code source décompressé Le code révèle un agent background permanent nommé "KAIROS", un mode furtif pour cacher les contributions des employés Anthropic à l'open source, et 44 feature flags cachés Une fonctionnalité inédite "Buddy" (animal de compagnie électronique dans le terminal) et un mode "dream" pour l'idéation continue ont été découverts Anthropic a confirmé : "Aucune donnée client sensible n'était impliquée. Erreur humaine dans le packaging de la release." Gemini CLI passe aux agents https://x.com/srithreepo/status/2039794081925382307?s=46&t=GLj1NFxZoCFCjw2oYpiJpw Gemini CLI, l'agent IA open source de Google pour le terminal, introduit des hooks dans sa boucle agentique Les hooks permettent d'exécuter des scripts automatiquement (scanners de sécurité, vérifications de conformité, logging) à chaque étape de l'agent Lancement de Gemini CLI GitHub Actions : un agent autonome pour les repositories qui peut exécuter des tâches de codage de routine Support des MCP servers pour étendre les capacités et des "Agent Skills" pour des workflows spécialisés Mode agent disponible dans VS Code et IntelliJ avec accès aux outils du système de fichiers et terminal Wispr, le speech to text en local sur macOS http://wispr.stormacq.com/ Wispr est une application macOS de dictée vocale entièrement locale, propulsée par Whisper (OpenAI) sur appareil, sans cloud ni tracking Sébastien Stormacq a développé Wispr en un jour et demi sans écrire une seule ligne de code, grâce à Kiro CLI (agent IA Amazon) Disponible en open source sur GitHub et via Homebrew Détection automatique de la langue, insertion du texte au curseur dans n'importe quelle application via un raccourci global En un mois : 19 releases incluant mode mains-libres, suppression des mots de remplissage, auto-envoi pour les chats, et un outil CLI Exemple concret de développement vibe coding produisant un outil de qualité production sans expertise Swift préalable Comment, Gordon, l'assistant spécialisé en Docker est né https://n9o.xyz/posts/202603-building-gordon/ Nuno Coração (n9o.xyz) détaille comment Gordon, l'assistant spécialisé Docker, a été construit sur docker-agent, le runtime d'agents IA open source de Docker écrit en Go Les agents sont définis en YAML déclaratif et distribués comme des artefacts OCI, sans mise à jour binaire nécessaire L'architecture initiale en essaim de 9 agents spécialisés a été abandonnée au profit d'un agent racine unique avec un prompt soigneusement conçu Le modèle utilisé est Claude Haiku 4.5, suffisant après optimisation des prompts Principe clé "show, then do" : toute action de l'agent nécessite une approbation explicite de l'utilisateur La description des outils impacte fortement la précision du LLM : ajouter des outils peut paradoxalement dégrader les performances existantes Le prompt est une spécification détaillée (identité, patterns d'accès fichiers, règles de sécurité) plutôt qu'une simple instruction IBM Bob https://bob.ibm.com/blog/announcing-ibm-bob-launch IBM Bob assistant IA d'IBM pour coder sur de vraies codebases (lancé avril 2026) 5 modes : Ask, Plan, Code, Advanced (MCP), Orchestrator Détecte la complexité du code en temps réel et propose des refactos Fait des revues de code automatiques sur tes branches/issues GitHub Permet d'écrire en langage naturel directement dans l'éditeur Fonctionne aussi en terminal/CLI et dans les pipelines CI/CD Sécurité : approbation manuelle, .bobignore, checkpoints, pas de training sur tes prompts How I use Claude - 50 tips pratiques https://www.youtube.com/watch?v=mZzhfPle9QU Staff Engineer Meta partage 50 tips après 6 mois d'utilisation intensive de Claude Code Basé sur ~12h/jour d'usage perso et professionnel Couvre tout : bases, workflows avancés, parallélisation Objectif : partager ce qu'il aurait voulu savoir dès le départ Méthodologies Quelqu'un rale sur la non soutenabilité des bases de code écritent avec des agents https://mariozechner.at/posts/2026-03-25-thoughts-on-slowing-the-fuck-down/ Mario Zechner estime que les agents IA font les mêmes erreurs répétitivement sans apprendre, accumulant la complexité à grande vitesse faute de bottlenecks humains Sans vision globale, les agents créent du cargo-cult : les "best practices" de l'industrie appliquées localement sans cohérence architecturale La croissance de la base de code dégrade la capacité des agents à retrouver le code existant → duplication et incohérences croissantes Il cite des pannes AWS et des initiatives qualité Microsoft comme signes préoccupants liés au code généré par IA Solution : réserver les agents aux tâches délimitées et évaluables, garder l'architecture, les APIs et les systèmes critiques écrits à la main Maintenir une revue de code rigoureuse et traiter les humains comme les gardiens finaux de la qualité On m'oblige à utiliser l'IA https://n.survol.fr/n/on-moblige-a-utiliser-lia Éric D. défend l'adoption obligatoire de l'IA comme décision stratégique légitime, comparable au choix du full remote ou de la stack technique Il distingue la décision stratégique (adoption IA) de la méthode d'accompagnement (qui reste collaborative et bienveillante) La compétence IA devient un critère de recrutement : chercher des candidats déjà curieux et explorateurs de ces outils L'alignement culturel sur les pratiques et outils est un prérequis à la cohésion d'équipe Le refus d'adopter certains outils stratégiques peut justifier de ne pas recruter un candidat autrement compétent Encore une metodo SPDD https://martinfowler.com/articles/structured-prompt-driven/ Problème : l'IA accélère le dev individuel mais amplifie ambiguïtés et incohérences à l'échelle d'une équipe. martinfowler SPDD : traiter les prompts comme des artefacts versionnés, révisables et réutilisables plutôt que des échanges jetables. martinfowler Canvas REASONS : 7 dimensions (Requirements, Entities, Approach, Structure, Operations, Norms, Safeguards) pour guider le LLM de l'intention à l'exécution. martinfowler Workflow en 6 étapes : exigences → analyse → contexte → prompt structuré → code → tests unitaires, chaque étape s'appuyant sur la précédente. martinfowler 3 compétences clés : abstraction d'abord, alignement de l'intention, revue itérative. martinfowler Limites : fort ROI sur du code métier complexe, peu adapté aux hotfixes urgents, scripts jetables ou travail créatif/visuel. m Sécurité Le projet Glasswing pour sécuriser les logiciels https://www.anthropic.com/glasswing Anthropic lance Glasswing, une initiative de cybersécurité utilisant Claude Mythos Preview pour identifier des vulnérabilités zero-day 12 partenaires fondateurs dont AWS, Apple, Cisco, CrowdStrike, Google, JPMorganChase, Linux Foundation, Microsoft et NVIDIA Anthropic investit 100 millions de dollars en crédits de modèle et 4 millions en dons aux organisations de sécurité open source Le modèle opère avec une autonomie substantielle, identifiant des milliers de vulnérabilités dans les OS, navigateurs et infrastructures critiques Plus de 40 organisations supplémentaires ont accès pour scanner et sécuriser leurs systèmes Objectif : donner l'avantage aux défenseurs avant que les techniques de hacking assistées par IA ne se généralisent chez les attaquants LinkedIn vous espionne https://frenchbreaches.com/blog/linkedin-est-accuse-de-fouiller-dans-votre-ordinateur-illegalement Scandale "BrowserGate" : LinkedIn injecte du JavaScript qui tente de détecter les extensions Chrome installées sur votre navigateur Le script analysé contient une liste codée en dur de 6 222 extensions Chrome avec identifiants et chemins de fichiers internes Croissance alarmante de la liste ciblée : 38 extensions en 2017 → 461 en 2024 → ~1 000 en mai 2025 → 6 222 début 2026 Les données collectées incluent aussi CPU, RAM, résolution d'écran, timezone et état batterie pour du fingerprinting Certaines extensions ciblées sont liées à la neurodivergence, aux pratiques religieuses ou aux opinions politiques → violation grave du RGPD LinkedIn défend que le scan vise uniquement à détecter les extensions qui pratiquent le scraping de données Post mortem de la supply chain attack sur la librairie NPM axios https://github.com/axios/axios/issues/10636 Le 31 mars 2026, deux versions malveillantes d'axios (1.14.1 et 0.30.4) ont été publiées via un compte mainteneur compromis Vecteur d'attaque : RAT installé via ingénierie sociale ciblée sur la machine personnelle du mainteneur principal La 2FA ne protège pas si la machine de l'utilisateur est compromise : l'attaquant contrôle tout et peut agir comme l'utilisateur Les packages malveillants injectaient plain-crypto-js@4.2.1, un cheval de Troie multi-plateforme (macOS, Windows, Linux) Détection communautaire en ~3 heures, suppression par npm, mesures correctives : rotation complète des credentials Changements préventifs : publication via OIDC, releases immuables, amélioration des pratiques GitHub Actions Passbolt un gestionnaire de mots de passe open source https://lesjoiesducode.fr/passbolt-gestionnaire-de-mots-de-passe-gratuit-open-source-que-votre-equipe-merite-vraiment Gestionnaire de mots de passe open source conçu pour le partage d'identifiants en équipe, utilisé par plus de 50 000 organisations Chiffrement individuel par utilisateur et par version de credential, pas de coffre-fort partagé — architecture zero-knowledge "Forward secrecy" : quand un membre quitte l'équipe, ses copies chiffrées sont automatiquement révoquées sans reset manuel Supporte TOTP, clés SSH, tokens API et champs personnalisés avec piste d'audit complète de tous les accès Édition communautaire entièrement gratuite avec utilisateurs illimités, auto-hébergeable ou cloud Chiffrement OpenPGP nécessitant passphrase + clé privée, avec tokens visuels anti-phishing Loi, société et organisation Anthropic fait un don d'1,5 millions de dollars à la fondation Apache https://news.apache.org/foundation/entry/the-apache-software-foundation-announces-1-5m-donation-from-anthropic Anthropic donne 1,5 million de dollars à l'ASF pour soutenir l'infrastructure, la sécurité et la communauté open source Vitaly Gudanets (CISO d'Anthropic) : "Soutenir l'ASF est un investissement direct dans la résilience et l'intégrité des systèmes dont dépend l'IA moderne" Les fonds financeront les systèmes de build, les processus de sécurité et les services aux projets Apache Ce don est le déclencheur de l'initiative IA responsable à 10 millions de dollars de l'ASF L'infrastructure Apache est invisible mais critique : des systèmes financiers aux plateformes de santé, elle sous-tend l'écosystème logiciel mondial L'ASF lance l'initiative IA responsable https://news.apache.org/foundation/entry/the-apache-software-foundation-launches-10m-responsible-ai-initiative-with-initial-1-75m-donation L'ASF lance une initiative pour une IA responsable dotée d'un budget de 10 millions de dollars sur 3 ans minimum Anthropic est le premier donateur avec 1,5 million de dollars ; Alpha-Omega contribue 250 000 dollars L'initiative fournit aux projets Apache un accès à des modèles IA pour l'expérimentation et la sécurité Elle soutient l'ensemble de la chaîne IA/ML : pipelines de données, infrastructure, frameworks de deep learning Des tracks de conférences, hackathons et bourses de voyage sont prévus pour élargir la communauté Les principes directeurs incluent la supervision humaine, l'intégrité des licences et la sécurité open source Oracle vire 30000 personnes https://rollingout.com/2026/03/31/oracle-slashes-30000-jobs-with-a-cold-6/ Oracle licencie 20 000 à 30 000 employés, 18% de ses effectifs mondiaux. Les salariés ont appris leur licenciement par un simple email à 6h du matin, sans aucun préavis. L'accès à tous les systèmes (Slack, Zoom, badges) a été coupé immédiatement après. But : libérer 8 à 10 milliards de dollars pour construire des centres de données IA. Oracle a déjà contracté 50 milliards de dettes en 2026 pour financer ses projets IA. Paradoxe : l'entreprise affiche un bénéfice record de 6,13 milliards, mais ses liquidités sont dans le rouge. L'action Oracle a perdu plus de la moitié de sa valeur depuis septembre 2025. Et si l'IA n'était qu'un prétexte pour licencier https://eventuallycoding.com/p/ia-licenciements-et-si-l-intelligence-artificielle-n-etait-qu-une-excuse Hugo Lassiège (eventuallycoding) estime que les entreprises utilisent l'IA comme narratif commode pour masquer des erreurs de gestion passées (Block a triplé ses effectifs post-COVID sans croissance des revenus correspondante) Moins de 1% des licenciements technologiques seraient réellement dus à des gains de productivité IA selon les analyses citées Mesurer la productivité des développeurs reste un problème non résolu, mais les entreprises affirment des gains d'efficacité sans preuves Des pressions économiques réelles (inflation, guerres commerciales, coûts énergétiques) sont masquées derrière le discours IA Les restructurations nécessaires sont présentées comme des transformations AI-driven positives pour rassurer les investisseurs Il y voit une fenêtre d'opportunité pour l'Europe pendant que les géants américains se restructurent GitHub Copilot va utiliser les interacitons pour entrainer ses modèles sauf si vous vous délistez https://github.blog/news-insights/company-news/updates-to-github-copilot-interaction-data-usage-policy/ À partir du 24 avril 2026, GitHub utilise par défaut les interactions des utilisateurs Copilot Free, Pro et Pro+ pour entraîner ses modèles Les données collectées incluent le code accepté ou modifié, les snippets envoyés, les noms de fichiers et structures de dépôts, et les retours utilisateurs Les utilisateurs Copilot Business, Enterprise et les dépôts d'entreprise sont exclus de cette collecte de données d'entraînement Opt-out disponible dans les paramètres GitHub > "Privacy" ; les préférences de désactivation préalables sont conservées automatiquement Objectif déclaré : améliorer la précision des modèles sur les langages et cas d'usage du monde réel Grosse percée de Claude Code dans les commits sur GitHub https://aifoc.us/damn-claude-thats-a-lot-of-commits/ Explosion de Claude Code : En six mois, Claude Code est passé de 0,7 % à 4,5 % de tous les commits publics sur GitHub, surpassant tous les autres outils d'IA combinés. Adoption massive des agents IA : Environ 5 % des commits publics sur GitHub sont désormais générés par des agents IA, un chiffre en croissance rapide depuis fin 2025. Domination des bots sur GitHub : Au-delà des commits, les outils d'IA sont omniprésents dans la gestion des pull requests et des problèmes (Copilot et CodeRabbit notamment). Limites méthodologiques : Les données ne concernent que les dépôts publics (les entreprises utilisent massivement des dépôts privés, invisibles ici). Le comptage dépend fortement de la visibilité des signatures (certains outils comme Claude marquent systématiquement leurs commits, d'autres non) L'API de recherche GitHub présente une fiabilité variable à cette échelle. Changement de paradigme : Le développement logiciel vit une transition majeure, comparable au passage du desktop au mobile. L'intégration des agents IA dans le cycle de production n'est plus une expérimentation, mais une réalité opérationnelle à grande échelle. Dysmaths une application pour aider à apprendre les mathématiques et la géométrie lorsque l'on souffre de dyspraxie, dysgraphie https://dysmaths.com/ Application web pour aider les élèves de collège et lycée souffrant de dysgraphie et dyspraxie à faire des maths et de la géométrie Outils de dessin à main levée, géométrie précise (compas, rapporteur, règle) et opérations structurées (fractions, racines, puissances, symboles mathématiques) Export PDF et PNG avec conservation fidèle de l'échelle pour l'impression et la soumission des exercices Options d'accessibilité : police OpenDyslexic, personnalisations d'interface, import d'images et de PDFs Répond à un besoin réel : les outils standards ne sont pas adaptés aux difficultés de coordination et d'organisation spatiale en mathématiques IA ou réalité ? Par Amistory https://www.youtube.com/watch?v=PPYdAhBBF2I L'IA génère des contenus (images, voix, vidéos) de plus en plus indétectables Les arnaques au clonage de voix et deepfakes sont en forte hausse Les faux contenus viraux manipulent l'opinion à grande échelle Le faux n'est plus un accident, c'est devenu un système organisé La société entre dans une ère de doute généralisé sur le réel Comment s'informer quand le réel lui-même peut être simulé ? Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 12 mai 2026 : Lead Innovation Day - Leadership Edition - Paris (France) 12-13 mai 2026 : Lyon Craft - Lyon (France) 19 mai 2026 : La Product Conf Paris 2026 - Paris (France) 19-20 mai 2026 : Green Code Challenge - Paris (France) 21-22 mai 2026 : Flupa UX Days 2026 - Paris (France) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 27 mai 2026 : aMP Day Strasbourg 2026 - Strasbourg (France) 28 mai 2026 : DevCon 27 : I.A. & Vibe Coding - Paris (France) 28 mai 2026 : Cloud Toulouse 2026 - Toulouse (France) 29 mai 2026 : NG Baguette Conf 2026 - Paris (France) 29 mai 2026 : Agile Tour Strasbourg 2026 - Strasbourg (France) 2-3 juin 2026 : Agile Tour Rennes 2026 - Rennes (France) 2-3 juin 2026 : OW2Con - Paris-Châtillon (France) 3 juin 2026 : IA–NA - La Rochelle (France) 4 juin 2026 : Workplace Intelligence Days - 1ère édition - Lyon (France) 5 juin 2026 : TechReady - Nantes (France) 5 juin 2026 : Fork it! - Rouen - Rouen (France) 6 juin 2026 : Polycloud - Montpellier (France) 9 juin 2026 : JFTL - Montrouge (France) 9 juin 2026 : C: - Caen (France) 9 juin 2026 : France API 2026 - Paris (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 12 juin 2026 : Tech F'Est 2026 - Nancy (France) 15 juin 2026 : Jupyter Workshops: Demystifying MyST Markdown in Education - Orsay (France) 16 juin 2026 : Mobilis In Mobile 2026 - Nantes (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 17-20 juin 2026 : VivaTech - Paris (France) 18 juin 2026 : Tech'Work - Lyon (France) 22-26 juin 2026 : Galaxy Community Conference - Clermont-Ferrand (France) 23-24 juin 2026 : MWCP 2026 - Paris (France) 24-25 juin 2026 : Agi'Lille 2026 - Lille (France) 24-26 juin 2026 : BreizhCamp 2026 - Rennes (France) 25-26 juin 2026 : Agile Tour Toulouse 2026 - Toulouse (France) 27 juin 2026 : Asynconf - Paris (France) 2 juillet 2026 : Azur Tech Summer 2026 - Valbonne (France) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 3 juillet 2026 : Agile Lyon 2026 - Lyon (France) 6-8 juillet 2026 : Riviera Dev - Sophia Antipolis (France) 28-30 août 2026 : State of the Map - Champs-sur-Marne (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 10-11 septembre 2026 : Nantes Craft - Nantes (France) 17 septembre 2026 : dotAI - Paris (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 18 septembre 2026 : dotJS - Paris (France) 18 septembre 2026 : WordCamp Bretagne - Rennes (France) 22 septembre 2026 : Salon Data 2026 - Nantes (France) 22-23 septembre 2026 : Agile en Seine & IA 2026 - Paris (France) 24 septembre 2026 : OWASP AppSec Days France 2026 - Paris (France) 24 septembre 2026 : PlatformCon Paris - Paris (France) 24 septembre 2026 : React Native Connection 2026 - Paris (France) 24-26 septembre 2026 : Paris Web 2026 - Paris (France) 28-29 septembre 2026 : 4th Tech Summit on AI & Robotics - Paris (France) & Online 1 octobre 2026 : WAX 2026 - Marseille (France) 1-2 octobre 2026 : Volcamp - Clermont-Ferrand (France) 2 octobre 2026 : DevFest Perros-Guirec 2026 - Perros-Guirec (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) 12 octobre 2026 : Dev With AI - Paris (France) 27-29 octobre 2026 : Directions EMEA 2026 - Paris (France) 29-30 octobre 2026 : BDX I/O 2026 - Bordeaux (France) 30 octobre 2026 : Cloud Nord 2026 - Lille (France) 4-5 novembre 2026 : Devoxx Morocco - Casablanca (Morocco) 14-15 novembre 2026 : Capitole du Libre - Toulouse (France) 19 novembre 2026 : DevFest Toulouse 2026 - Toulouse (France) 27 novembre 2026 : DevFest Paris 2026 - Paris (France) 1-3 décembre 2026 : Apidays Paris - Paris (France) 4 décembre 2026 : DevFest Lyon 2026 - Lyon (France) 4 décembre 2026 : DevFest Dijon 2026 - Dijon (France) 9-10 décembre 2026 : OpenSource Expérience - Paris (France) 9-10 décembre 2026 : DevOps REX - Paris (France) 10 décembre 2026 : KCD Provence - Aix-en-Provence (France) 7-9 avril 2027 : Devoxx France 2027 - Paris (France) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

The White House wants you to believe the Iran war is winding down. A one-page memo. A ceasefire. A market bump. But missiles are still flying on both sides, an Apache just lit up six speedboats, and the regime that murdered tens of thousands of its own people — and 13 Americans — is still very much in charge. Paul Rieckhoff sits down for a no-BS solo briefing on Trump's Iran framework, the four goals the administration set on day one, and why only one of them — eliminating Iran's Navy — looks anything like accomplished. This is the analysis the cable shows won't give you: where is the enriched uranium, who actually wins if sanctions get lifted and U.S. forces pull back, and why the Iranian regime is openly betting it can wait Trump out the way insurgents waited out America in Vietnam, Iraq, and Afghanistan. Paul lays out the strategic picture, the political incentives behind spiking the ball early, and the one barometer that will actually tell us whether this ended in a win — the Iranian people themselves. If you're in the Angry Middle and tired of being sold easy answers about forever wars, this one is for you. -WATCH full video of this episode here. -Join IVA and stand up to Trump's Forever Wars. -Learn more about Paul's work to elect a new generation of independent leaders with Independent Veterans of America. -Learn more about American Veterans for Ukraine here. -Remember Independent is an Attitude. -Learn more about The Headstrong Project for Veterans, Tragedy Assistance Program for Survivors (TAPS), and Department of Veterans Affairs resources in your area. Seeking support is not a sign of weakness. It's a show of strength. If you or a loved one are in immediate crisis, dial 988 and press 1, or text 838255. Connect with Independent Americans: Subscribe on YouTube, Spotify, Apple Podcasts, and all podcast platforms Read more at Substack Support ad-free episodes at Patreon  Connect: Instagram  • X/Twitter • BlueSky • Facebook  Follow on social: @PaulRieckhoff on X, Instagram, Threads, and Bluesky -Join the movement. Hook into our exclusive Patreon community of Independent Americans. Get extra content, connect with guests, meet other Independent Americans, attend events, get merch discounts, and support this show that speaks truth to power.  -And get cool IA and Righteous hats, t-shirts and other merch now in time for the new year.  Independent Americans is powered by veteran-owned and led Righteous Media.  And now part of the BLEAV network!  Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

This week on Fresh from the Field Fridays, Dan the Produce Man has a whole lineup on the table - starting with rain-damaged Apache apricots and as peaches and nectarines begin filling the stands we're saying goodbye to one of the season's favorite citrus items - sweet, easy-peeling Ojai Pixie tangerines.Dan shares a quick purple artichoke tip, talks about items for his Juice Cleanse, Maradol papayas, white asparagus, how to pick out the freshest greens, and even how to sweeten up your juice naturally without adding fruit. Plus - Sweetest Batch strawberries, gold kiwi from New Zealand, and a whole bunch more.It's all right here on Fresh from the Field Fridays from the Produce Industry Network and AgLife Media.

This week on Fresh from the Field Fridays, Dan the Produce Man has a whole lineup on the table - starting with rain-damaged Apache apricots and as peaches and nectarines begin filling the stands we're saying goodbye to one of the season's favorite citrus items - sweet, easy-peeling Ojai Pixie tangerines.Dan shares a quick purple artichoke tip, talks about items for his Juice Cleanse, Maradol papayas, white asparagus, how to pick out the freshest greens, and even how to sweeten up your juice naturally without adding fruit. Plus - Sweetest Batch strawberries, gold kiwi from New Zealand, and a whole bunch more.It's all right here on Fresh from the Field Fridays from the Produce Industry Network and AgLife Media.

1. Strategic Importance of the Strait of Hormuz The Strait of Hormuz is one of the most critical maritime choke points in the world. Over 20% of the global oil supply passes through it daily, not including broader commercial shipping. Although often perceived as narrow and easily controlled, the strait is ~21 miles wide at its narrowest, making comprehensive surveillance extremely difficult. Large commercial vessels are confined to two-mile-wide shipping lanes due to depth requirements, making them predictable and vulnerable. 2. Vulnerability of Commercial and Naval Shipping Massive oil tankers and cargo ships: Cannot maneuver quickly or stop. Take miles to change course. Become “sitting ducks” within narrow sea lanes. The remaining waters outside the main lanes provide cover for hostile actors. 3. Iranian Asymmetric Naval Strategy Iran avoids direct, conventional naval confrontation with the U.S., which it previously lost decisively. Instead, it relies on small, fast, low-profile attack boats operated by the Islamic Revolutionary Guard Corps (IRGC). These boats: Are often smaller than recreational boats. Use multiple engines for high speed. Are armed with heavy machine guns, rockets, and anti-ship missiles. Operate in swarms from multiple directions. 4. Concealment and Tactical Advantage Iranian fast boats: Operate in shallow waters close to shore. Blend in with fishing vessels and heavy commercial traffic. Remain difficult to detect by radar until moments before attack. The Persian Gulf’s dense maritime traffic makes threat identification even harder. 5. Recent Military Developments The U.S. reportedly sank six Iranian fast attack boats attempting to harass vessels. U.S. Central Command (CENTCOM) stated: Iran typically deploys 20–40 such boats, but only six were observed in this clash. U.S. naval and air assets (Apache and Seahawk helicopters) are heavily positioned in the area. Iran’s naval capabilities have been significantly degraded. 6. U.S. Position and Policy The U.S. frames its role as defensive, focused on: Protecting commercial shipping. Ensuring freedom of navigation. Hundreds of ships from 87 different countries are currently backed up in the Persian Gulf. The U.S. has offered escorted passage through the strait. 7. Escalation Risks and Political Messaging President Trump issued strong warnings to Iran, threatening overwhelming retaliation if U.S.-flagged or escorted ships are attacked. Iran insists ships must coordinate with Tehran before transiting the strait. Recent incidents include: A South Korean vessel explosion and fire. A Panama-flag cargo ship engine fire. A UAE oil tanker reportedly targeted by an Iranian drone. These events raise questions about: The durability of a fragile ceasefire. Whether strikes could expand to Iranian territory or leadership targets. Please Hit Subscribe to this podcast Right Now. Also Please Subscribe to the The Ben Ferguson Show Podcast and Verdict with Ted Cruz Wherever You get You're Podcasts. And don't forget to follow the show on Social Media so you never miss a moment! Thanks for Listening X: https://x.com/benfergusonshowYouTube: https://www.youtube.com/@VerdictwithTedCruzSee omnystudio.com/listener for privacy information.

Trump Pulls 5k Troops Out of Germany. We Are  Not Pirates. DHS Shutdown Finally Ends. More Bad Days for Hegseth. Ballroom & Arch Unpopular w/ Independents. Kids Save School Bus.  It's Manosphere Monday, May the 4th — International Firefighters Day, Star Wars Day, and Episode 512 of Independent Americans. Paul flies solo to break down a weekend where the fires Trump started are still burning. US warships and Apache gunships shot down Iranian missiles and drones and sank six Iranian speedboats in the Strait of Hormuz, blowing apart the four-week truce Trump called peace. He's already lining up the next match at Cuba ("we will be taking over almost immediately"), bragging that American troops are "like pirates," and yanking 5,000 troops out of Germany — including the bases that house European Command, Ramstein, and Landstuhl, the hospital every wounded American passes through. Putin is sending thank-you notes. The artist of the day is the Prodigy, because the firestarter is in the Oval. Then Paul digs into the cracks: Pete Hegseth getting fried by Republican Joni Ernst and Democrat Elise Slotkin in back-to-back hearings, Trump's net worth tripling to $6.5 billion while gas hits $4.25, brutal new polling showing Americans hate the arch and the signature-on-the-money stunt across every party line, the quiet withdrawal of Casey Means as Surgeon General nominee, and Chairman Dan Caine confirming Russia is actively helping Iran kill Americans. Plus: Heisman winner and Raiders rookie Fernando Mendoza artfully passing on a White House visit, a stacked second round in the NBA and NHL, and a busload of Mississippi middle schoolers who saved themselves and their driver when she blacked out behind the wheel. Be a firefighter. Be a Jedi. Stay vigilant. -WATCH full video of this episode here. -Ditch your expensive carrier and support Independent Americans! Make the switch to Noble Mobile. -Join IVA and stand up to Trump's Forever Wars. -Learn more about Paul's work to elect a new generation of independent leaders with Independent Veterans of America. -Learn more about American Veterans for Ukraine here. -Remember Independent is an Attitude. -Learn more about The Headstrong Project for Veterans, Tragedy Assistance Program for Survivors (TAPS), and Department of Veterans Affairs resources in your area. Seeking support is not a sign of weakness. It's a show of strength. If you or a loved one are in immediate crisis, dial 988 and press 1, or text 838255. Connect with Independent Americans: Subscribe on YouTube, Spotify, Apple Podcasts, and all podcast platforms Read more at Substack Support ad-free episodes at Patreon  Connect: Instagram  • X/Twitter • BlueSky • Facebook  Follow on social: @PaulRieckhoff on X, Instagram, Threads, and Bluesky -Join the movement. Hook into our exclusive Patreon community of Independent Americans. Get extra content, connect with guests, meet other Independent Americans, attend events, get merch discounts, and support this show that speaks truth to power.  -And get cool IA and Righteous hats, t-shirts and other merch now in time for the new year.  Independent Americans is powered by veteran-owned and led Righteous Media.  And now part of the BLEAV network!  Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

DShield Honeypot Update https://isc.sans.edu/diary/DShield%20Honeypot%20Update/32948 MOVEit Automation Critical Security Alert Bulletin April 2026 (CVE-2026-4670, CVE-2026-5174) https://community.progress.com/s/article/MOVEit-Automation-Critical-Security-Alert-Bulletin-April-2026-CVE-2026-4670-CVE-2026-5174 Apache httpd http2 vulnerability https://seclists.org/oss-sec/2026/q2/387

The U.S. Military is defending commercial ships traveling through the Strait of Hormuz under the name 'Project Freedom.' CENTCOM Commander Admiral Brad Cooper told reporters this week that several U.S. flagged commercial vessels have already traversed the waterway. With U.S. Apache and Seahawk helicopters having to sink six IRGC small boats that were targeting commercial ships in the Strait, what is the actually state of the ceasefire? FOX's John Saucier speaks with Brent Sadler, Senior Research Fellow with the Heritage Foundation, Naval Warfare and Advanced Technology, Allison Center for National Security, who says despite obstacles like water mines and 'mosquito boats', the combined U.S. forces active in the Strait have taken control of it. Click Here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ To Follow 'The FOX News Rundown: Evening Edition' Learn more about your ad choices. Visit podcastchoices.com/adchoices

On this week's episode of Excelsior Journeys: The Road to Creativity, host & producer George Sirois sits down with W. Michael Farmer, a multi-award-winning author of Western Historical Fiction. With his various series such as The Vanishing Trilogy, Legends of the Desert, The Life & Times of Yellow Boy, and The Apache Kid Chronicles, Michael - who is also a retired Ph.D. physicist - has poured years of research into nineteenth-century Apache history and culture with his own experience of living in the Southwest. The end result is a worldly perspective that has been embraced by readers, reviewers, and award judges alike. Find out more about W. Michael Farmer and purchase his books by clicking HERE.Excelsior Journeys: The Road to Creativity exists primarily as a platform for creatives of all kinds (authors, filmmakers, stand-up comics, musicians, voice artists, painters, podcasters, etc) to share their journeys to personal success. It is very important to celebrate those voices as much as possible to not only provide encouragement to up-and-coming talent, but to say thank you to the established men & women for inspiring the current generation of artists.If you agree that the Excelsior Journeys podcast serves a positive purpose and would like to show your appreciation, you can give back to the show by clicking HERE.Excelsior Journeys: The Road to Creativity is now a proud member of the Podmatch Podcast Network, and you can access all shows in the network by clicking HERE.

The U.S. Military is defending commercial ships traveling through the Strait of Hormuz under the name 'Project Freedom.' CENTCOM Commander Admiral Brad Cooper told reporters this week that several U.S. flagged commercial vessels have already traversed the waterway. With U.S. Apache and Seahawk helicopters having to sink six IRGC small boats that were targeting commercial ships in the Strait, what is the actually state of the ceasefire? FOX's John Saucier speaks with Brent Sadler, Senior Research Fellow with the Heritage Foundation, Naval Warfare and Advanced Technology, Allison Center for National Security, who says despite obstacles like water mines and 'mosquito boats', the combined U.S. forces active in the Strait have taken control of it. Click Here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ To Follow 'The FOX News Rundown: Evening Edition' Learn more about your ad choices. Visit podcastchoices.com/adchoices

The U.S. Military is defending commercial ships traveling through the Strait of Hormuz under the name 'Project Freedom.' CENTCOM Commander Admiral Brad Cooper told reporters this week that several U.S. flagged commercial vessels have already traversed the waterway. With U.S. Apache and Seahawk helicopters having to sink six IRGC small boats that were targeting commercial ships in the Strait, what is the actually state of the ceasefire? FOX's John Saucier speaks with Brent Sadler, Senior Research Fellow with the Heritage Foundation, Naval Warfare and Advanced Technology, Allison Center for National Security, who says despite obstacles like water mines and 'mosquito boats', the combined U.S. forces active in the Strait have taken control of it. Click Here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ To Follow 'The FOX News Rundown: Evening Edition' Learn more about your ad choices. Visit podcastchoices.com/adchoices

s the Trump administration's Iran strategy a historic victory or a "dangerously exaggerated" stalemate? In this episode of Chaos Culture Radio, we break down the two-day congressional firestorm featuring Defense Secretary Pete Hegseth. From heated exchanges with military veterans like Sen. Mark Kelly to a controversial new interpretation of the War Powers Act, the gloves are officially off in D.C. In this episode, we discuss:The "No Quarter" Controversy: Analyzing the tense standoff between Hegseth and Sen. Mark Kelly over the definition of "no quarter" and whether the secretary's rhetoric constitutes an order for war crimes.The 60-Day Countdown: Why Hegseth claims the current ceasefire "pauses" the clock on the War Powers Resolution and why Sen. Tim Kaine says that theory is constitutionally "reckless.""Cheap Seats" & "Naysayers": Hegseth's bold move to label congressional Democrats—and some Republicans—as the "biggest adversary" to the U.S. military effort in Iran.The Cost of Victory: Sen. Jack Reed's data on the $25 billion price tag, 13 American lives lost, and the skyrocketing gas prices hitting the American family.Kid Rock & The Apache: Addressing the criticism over Hegseth inviting Kid Rock for a "joy ride" in an Apache helicopter while service members remain in harm's way.The $1.5 Trillion Budget: A look at the record-breaking 2027 military budget request and the push for a 355-ship Navy.Key Moment: "The negative nature in which you characterize the incredible and historic effort in Iran is part of the reason the American people view it the way they do." — Pete Hegseth to Sen. Richard Blumenthal.Become a supporter of this podcast: https://www.spreaker.com/podcast/chaos-culture-radio--3078307/support.Follow Chaos Culture Radio for real conversations that move culture forward.New episodes every week.Share this episode with someone who needs to hear it.

DOJ Goes After Comey. FCC vs Jimmy Kimmel. 1100 TSA Officers Quit Since Shutdown. Kid Rock's Apache Joy Ride with Hegseth. UAE Leaves OPEC. Gov Moore on Open Primaries.  A real king is in Washington this week, and the wannabe king in the Oval Office is making the most of the pomp. Paul Rieckhoff opens with King Charles and Camilla's visit, the Epstein questions nobody at the White House wants to touch, and the through-line that drives this entire briefing: Trump is busting up Congress, the UN, NATO, the World Bank, the EU, and now OPEC — and the institutions that held this country and this world together are being stress-tested in real time. Gas hits $4.18, the UAE bolts from the cartel, 1,100 TSA officers walk off the job, and most Americans have no idea any of it is happening. From there it's a no-BS sweep across the front lines: a $400 million ballroom funded by your tax dollars after Trump promised to pay himself, a no-bid contract inflated 3X, Pete Hegseth taking Kid Rock on Apache joyrides while the chain of command rots, the FCC weaponized against ABC and Jimmy Kimmel, a renewed indictment push against Jim Comey over seashells on a beach, and 185 people killed in 54 unauthorized strikes on so-called narco boats with Cuba telegraphed as next. Then the inspiration: Ukraine killing 30,000 Russian troops a month, Norway co-producing drones for Kyiv, independent veteran Todd Achilles taking on an 83-year-old senator in Idaho, Wes Moore endorsing open primaries, and Horace Grant's goggles. Country over party. People over politics. Light over heat. -WATCH full video of this episode here. -Ditch your expensive carrier and support Independent Americans! Make the switch to Noble Mobile. -Join IVA and stand up to Trump's Forever Wars. -Learn more about Paul's work to elect a new generation of independent leaders with Independent Veterans of America. -Learn more about American Veterans for Ukraine here. -Get some of Maine's finest gear - check out Loyal Citizen. -Remember Independent is an Attitude. -Learn more about The Headstrong Project for Veterans, Tragedy Assistance Program for Survivors (TAPS), and Department of Veterans Affairs resources in your area. Seeking support is not a sign of weakness. It's a show of strength. If you or a loved one are in immediate crisis, dial 988 and press 1, or text 838255. Connect with Independent Americans: Subscribe on YouTube, Spotify, Apple Podcasts, and all podcast platforms Read more at Substack Support ad-free episodes at Patreon  Connect: Instagram  • X/Twitter • BlueSky • Facebook  Follow on social: @PaulRieckhoff on X, Instagram, Threads, and Bluesky -Join the movement. Hook into our exclusive Patreon community of Independent Americans. Get extra content, connect with guests, meet other Independent Americans, attend events, get merch discounts, and support this show that speaks truth to power.  -And get cool IA and Righteous hats, t-shirts and other merch now in time for the new year.  Independent Americans is powered by veteran-owned and led Righteous Media.  And now part of the BLEAV network!  Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Outrage erupts over Kid Rock and Pete Hegseth flying in Apache helicopters—but why? We hit the backlash, media hypocrisy, military pride, recruitment, and why honoring service suddenly offends people. Should schools be promoting it again?See omnystudio.com/listener for privacy information.

Episode 1946 - brought to you by our incredible sponsors: Rugiet - Head to Rugiet.com/HARDFACTOR and get 15% off your ED treatment. Better Help - Your emotional wellbeing matters. Find support and feel lighter in therapy. Sign up and get 10% off at BetterHelp.com/HARDFACTOR. 00:00:00 Timestamps 00:03:20 Pat loves going to the town from Tremors 00:05:45 Texas Tech star transfer qb has checked himself into sports gambling rehab 00:15:40 Woman holds AI hologram funeral for deceased husband who did a Q&A 00:31:50 Kid Rock and Pete Hegseth took a bro Apache joy ride 00:39:00 US cars post 2027 all might have facial recognition to make sure your eyes are on the road  Thank you for listening! Join our community at https://www.patreon.com/hardfactor for bonus pods and Discord chat. We love you all, and most importantly, get out there and HAGFD! Learn more about your ad choices. Visit megaphone.fm/adchoices

This show has been flagged as Clean by the host. This series is dedicated to exploring little-known—and occasionally useful—trinkets lurking in the dusty corners of UNIX-like operating systems. Let me start by admitting that I've never actually seen the film referenced in the episode title, but I couldn't resist using it anyway. If you've used the UNIX command line to any extent, chances are good that you are familiar with the kill command. A common use is to terminate a misbehaving program. But there is more behind how kill works, including a curio you might not know about. The kill utility works by sending a "signal" to the targeted process. This signal is selected from a pre-defined list, and triggers the process to interrupt its normal flow and handle the signal before potentially returning back to its work. This "signal handler" can do whatever activities are written in its code, but typically it will take actions connected to the purpose of the specific signal received. One option is for the process not to have a signal handler at all; in that case, there is a default action that the operating system will take on behalf of the process, depending on what the signal is. The possible default actions are to terminate the process, take some implementation-defined action (usually writing a core file to disk) and then terminate the process, stop (pause) execution of the process, continue execution of a stopped process, or ignore the signal. By default, kill sends the TERM signal to the process, an indicator that it should terminate. Each signal has a name and a number assigned to it; SIGTERM is the name of the "terminate" signal. You can use the -s option with the name to choose which signal to send. The 'kill' command is specified to take these names without the SIG prefix, though some implementations will accept them either way. Also, kill is supposed to be case-insensitive when it comes to these names, but the convention is to write them in all upper case. The assigned numbers for signals can vary depending on the operating system, and on Linux, depending on what processor architecture you're on. However, there is a short list of signals 1 that have a stable number assigned to them. Despite this, I recommend using the signal name in your scripts to make them clearer and to ensure maximum portability to different systems. Well-behaved programs will have a signal handler that responds to the TERM signal by stopping what they are doing, cleaning up any open resources like temporary files, and promptly exiting. However, not every program behaves well, so sometimes it becomes necessary to send them the KILL signal. This one is special and cannot be handled or ignored by the program 2 ; the operating system will immediately terminate the program, possibly leaving a mess behind. Two other signals that can come in handy sometimes are STOP and CONT. As you might expect, STOP forces a process to pause in the middle of whatever it was doing. Its counterpart, CONT (short for "continue"), causes it to resume execution. This can be useful if a program consumes CPU time when not actually doing anything worthwhile—sending it the STOP signal will end that, and when you're ready to use it again, CONT will cause it to pick up right where it left off. Like the KILL signal, STOP cannot be handled or ignored by the program. I have used this to pause the game FreeCiv when I wanted to break away to do something else, but didn't want to have to deal with exiting my current game and having to reload it later. Take note, though, that the program might get confused if it expects the system clock not to suddenly jump forward, as that is exactly how the situation will appear to it. Network connections or other resources the process is using that change while it is stopped are other potential trouble spots. Also be aware that a stopped graphical program will not update its window, so I find it best to minimize the window before stopping it and then continuing the process before trying to raise the window again. Programs are not necessarily required to interpret signals in the way they are described. For example, the HUP signal was originally intended to be sent when a modem or serial connection hang-up occurred. Today, some daemons use it for other purposes and take a specific action in response. For example, the Apache web server will restart 3 , and NetworkManager will reload its configuration 4 . These uses of signals are usually described in the daemon's manual page, often in a separate section dedicated to signals. While all this background might be interesting (or maybe not), it's pretty commonly known, so isn't really a curio. Our UNIX Curio for today is the "0" signal. This is actually not a signal at all; instead, it tells the kill utility to just check for the existence of a process. If the process exists, kill will exit with a status of 0. If it doesn't exist, the exit status will be greater than 0. This provides a handy way to check whether a particular process is still around. A shell command can use this exit status with its control structures like if to take a particular action depending on whether a particular process exists. Somewhat oddly, "0" is both the number and the name of this pseudo-signal. Why would you want to do this? I have used it for a script to analyze log files that runs daily on a web server. Depending on how much traffic the site is getting, the log files can grow to the point where it takes longer than a day for the script to get through them. If a second instance of the script is started while one is still running, it will slow down both and if more keep being added, eventually the machine will run out of memory. My solution was to create a .pid file containing the process ID number of the running script. You might see examples of these if you look in /run or /var/run on your system. The script creates a file named something like "myscript.pid" in this directory containing its own process ID, which can be accessed in the shell with the variable $$ . When my script starts, it checks to see whether this file exists. If so, it uses kill -s 0 $(cat /run/myscript.pid) to see if the previous process still exists. If the process is no longer around, that's a sign that it exited abnormally before it had the chance to delete the .pid file, so the script removes the abandoned .pid file, replaces it with a new one containing the current process ID, and continues with its work. If the previous process is still around, my script exits with a message to that effect. This way, I can be sure that only one instance of the script will ever be running at one time. Be aware that the kill utility might also return a non-zero exit status if the user running it does not have privileges to send a signal to the process with the specified ID. This is not a concern if you are running a script as the root user, but could be if you are not. This can occur even if you aren't actually sending a signal, just using the "0" pseudo-signal to check if a process exists. There is a weakness in this method. UNIX-like systems generally have a limit to the quantity of process ID numbers that can be issued, so they are reused over time. (However, there will never be two processes with the same ID number running at the same time.) Typically, the first process that is run on start-up will be given the ID number 1, and each subsequent process will get the next higher number. Once the maximum is reached, the system starts again at the beginning with the lowest number not in use. It is possible for the script to crash and leave behind the .pid file, then the same process ID could be recycled and actively used for another program, causing a new instance of the script to give up. The chances of this are small enough that for my purposes, it's not worth worrying about. But you should be aware that it could happen. I should also note that it's not strictly necessary to use kill for the purpose I described. The ps utility can also be given a process ID with the -p option; if the process exists, the exit status will be 0, otherwise it will be greater than 0. In this case, you could also use the output to check that the name of the command matches what you expect, helping avoid the problem of a recycled process ID. In addition, ps doesn't concern itself with permissions for sending signals, so it will report on the existence of a process no matter what user you are running it as. From an efficiency standpoint, kill generally requires fewer resources to run (in fact, it is built in to some shells), but functionally ps can also do the job. So keep in mind that kill is capable of doing more than just killing off programs—maybe you can put it to one of these uses for your needs. References: Kill specification https://pubs.opengroup.org/onlinepubs/009695399/utilities/kill.html signal.h specification https://pubs.opengroup.org/onlinepubs/009695399/basedefs/signal.h.html Stopping and Restarting Apache HTTP Server https://httpd.apache.org/docs/2.4/stopping.html#hup NetworkManager: Signals https://networkmanager.dev/docs/api/latest/NetworkManager.html#id-1.2.2.9 Appendix 1 - example script: #!/bin/sh # Use your own unique name here - be sure you can write to this location pidfile="/var/run/myscript.pid" # Exit if previous run hasn't completed yet if [ -f "$pidfile" ] ; then oldpid=$(cat "$pidfile") if kill -s 0 $oldpid ; then echo "${0}: Not running script, older process $oldpid still active" exit 1 else echo "${0}: Removing old pidfile from nonexistent process $oldpid" rm -f "$pidfile" fi fi # Create pidfile echo $$ > "$pidfile" ## Insert commands to do the actual work of the script here # Remove pidfile rm -f "$pidfile" Appendix 2 - another version of the script using ps instead of kill , checking that an existing process ID is actually the same command, and with extra validation of the contents of the pidfile; perhaps better for use by a non-root user: #!/bin/sh # Use your own unique name here - be sure you can write to this location pidfile="$HOME/myscript.pid" # Exit if previous run hasn't completed yet if [ -f "$pidfile" ] ; then oldpid=$(( 1 * $(cat "$pidfile") )) if [ -n "$oldpid" ] && [ "$oldpid" -gt 1 ] ; then : else echo "${0}: Not running script, $pidfile contents invalid" exit 1 fi # Test if old process ID exists if oldcmd="$( ps -o comm= -p $oldpid )" && # Also test if command name of old process is same as current script [ "$oldcmd" = "${0##*/}" ] ; then echo "${0}: Not running script, older process $oldpid still active" exit 1 else echo "${0}: Removing old pidfile from nonexistent process $oldpid" rm -f "$pidfile" fi fi # Create pidfile echo $$ > "$pidfile" ## Insert commands to do the actual work of the script here # Remove pidfile rm -f "$pidfile" Provide feedback on this episode.

Chris and Amy react to the storm coverage on Monday. Amy wonders how long food is safe after a power outage. CBS Tech Contributor Ian Sherr explains how a cell-phone case and location tracking made it to the Supreme Court. Did you see this? Kid Rock shared a ride on an Apache helicopter with Pete Hegseth.

Kid Rock flew on an Apache helicopter with Defense Secretary Pet Hegseth & Former VP Mike Pence tweeted about Sen Ben Sasse's 60-Minutes interview.

Geronimo's name is famous across the world: the Apache warrior who led a resistance movement against the United States out in the South West for years...But what happened to Geronimo (or Goyaałé) that led to his campaign of resistance? Why did the US and Mexico feel like they had to bring him down? And how did his story end?Our guest today is Dr. Veronica Tiller, a writer of Native American History and editor & publisher of the award-winning economic reference guide Tiller's Guide to Indian Country. Edited by Tim Arstall. Produced by Hannah Feodorov. Senior Producer was Freddy Chick.Sign up to History Hit for hundreds of hours of original documentaries, with a new release every week and ad-free podcasts. Sign up at https://www.historyhit.com/subscribe.  All music from Epidemic Sounds.American History Hit is a History Hit podcast. Hosted on Acast. See acast.com/privacy for more information.

The U.S. Forest Service swapped 2,400 acres of lands last month with Resolution Copper that included an Apache holy site called Oak Flat. Now, an Arizona organization is challenging that decision. KJZZ's Gabriel Pietrorazio has the latest. Resolution Copper told KJZZ that courts at every level have consistently ruled in the mining company's favor, adding “it is time for the meritless litigation to end”. Becket Fund senior counsel Luke Goodrich disagrees. “This litigation is far from over. It's really just getting started.” That is why his D.C. religious liberty firm filed a 41-page plea on Earth Day on behalf of the nonprofit Apache Stronghold. They are asking Arizona's federal district court to essentially undo this congressionally approved land exchange, claiming the U-S has violated federal laws and even an 1852 treaty. Goodrich says there is even legal precedent to back them up. “The courts, if they find that transfer is unlawful, can unwind the transfer and require the parties restore the land to its pristine state.” (Photo: Theo Greenly / KUCB) Unalaskans got a chance to learn about the island's only recycling program Tuesday, as part of Earth Day celebrations this week. Most of what the Qawalangin Tribe of Unalaska collects gets shipped out, but not the glass. KUCB's Sofia Stuart-Rasi has more on how used glass bottles could be put to use on island, over and over again. “Thank you all for joining us today.” Shenoy Anderson is standing in a conference room, walking community members through a PowerPoint presentation about recycling called “Bin to beyond”. “And recycling is a process of gathering and processing materials to create new products.” Anderson is the environmental director for the tribe. The tribe started their recycling program in 2024, collecting glass, number one plastic, aluminum, and cardboard. It is Unalaska’s only recycling program. Most of the recyclables get shipped out in containers to the Tacoma, Wash. area through a partnership with the barge company Matson, but glass is heavy and takes up too much space. So rather than see it go to waste, the tribe recycles it in house. “I got to take off all the plastic and, the metal off the bottles. That takes up most of the time.” That iss John Gustafson. He is the tribe’s recycling and facilities manager. He sorts the glass and runs the crusher machine, processing bottles into material used for sandbags and winter road traction for the island. That is cheaper than sending it out of town. When sorting glass, Gustafson has one hard rule. Bottles with food residue do not make the cut. Food residue and recycling can contaminate entire batches of material and can cause costly damage to equipment. “Like spaghetti sauce, Alfredo, and stuff like that. People don’t think to rinse it first.” As of now, the tribe has about 6,000 pounds of crushed glass stored. That is roughly 2 years’ worth, but Gustafson says there is room to grow in the future. “It’s just me and can only, you know, handle so much at a time. But eventually we want to upgrade all of our equipment and everything and we’ll spread the news to the whole community. It’ll be even busier.” Anderson says the tribe hopes to have the new equipment ready within the year and potentially recycle the glass into other materials for art, construction, and landscaping. She says once it is up and running, they plan to collect recyclable glass beyond an Alaska. “Our goal is to be a hub.” For now, community members can drop off recyclables at the Cowlingan Tribe’s office. Get National Native News delivered to your inbox daily. Sign up for our daily newsletter today. Download our NV1 Android or iOs App for breaking news alerts. Check out today’s Native America Calling episode Friday, April 24, 2026 — Music, fashion, and traditional ink under the stars with the Native Guitars Tour

An airhacks.fm conversation with Christofer Dutz (@christofer-dutz) about: discussion about Apache PLC4X as the JDBC of industrial automation, the API and SPI architecture with Java service loader for driver discovery, Modbus protocol for HVAC systems and heating devices, PLC4X core API operations including discovery and browsing and reading and writing and subscribing and publishing, multi-language support with PLC4J for Java and PLC4Go for Go and PLC4Py for python and C#, code generation from protocol definitions using language-specific templates, XML-based cross-language unit tests, OPC UA as the Esperanto of industrial protocols versus PLC4X speaking native device protocols, OPC UA overhead causing PLC strain and network congestion, comparison of OPC UA to CORBA and grpc, CORBA IIOP protocol on devices, bidirectional communication for reading sensor data and writing control flags, subscription-based event-driven data collection to reduce PLC polling load, founding ToddySoft to provide commercially supported open source industrial products, the gap between open source libraries and industrial consumption, ToddySoft Connect as bubble-wrapped PLC4X drivers for platforms like Inductive Automation Ignition, eliminating edge gateway boxes on shop floors, native protocol communication reducing network load on 100 Mbit industrial networks, unified namespace concept as JMS for industrial automation, Apache IoTDB as time series database with push queries and callback features, Apache TsFile storage format for writing time series data directly on PLCs, shifting from polling to pushing in industrial data collection, ToddySoft File as C libraries compiled for PLCs, ToddySoft DB as embedded stripped-down IoTDB for edge devices, ToddySoft Edge as the combined platform resembling an application server for industrial automation, Industry 4.0 definition and evolution from manual labor through steam power through PLC automation to connected production, compressed air as a service business model, early failure detection in multi-step production lines, OSGi runtime driver loading, Eclipse Tycho build system difficulties, Kafka Connect PLC connectors, SPS fair in Nuremberg as one of the largest industrial automation fairs, signal theory and Nyquist sampling rate in PLC polling Christofer Dutz on twitter: @christofer-dutz

Federal recovery operations continue across the Mariana Islands under FEMA Emergency Declarations for Guam and CNMI following Super Typhoon Sinlaku; the President affirms a Major Disaster Declaration for Hawaii tied to the March Kona-low storms; CISA adds an Apache ActiveMQ flaw to the Known Exploited Vulnerabilities catalog and publishes four new ICS advisories; SPC highlights an Enhanced Risk of severe storms across the Plains and Mississippi Valley today; and several states post boil-water actions after water-main breaks. EM Morning Brief is your concise daily update on national and state-by-state emergency management news. Produced by Sitch Radio, an EOC Voices podcast.Key Takeaways• Super Typhoon Sinlaku response: FEMA Emergency Declarations cover Guam and the CNMI; Saipan and Tinian remain without full power, water, and road access as federal resources deploy.• Hawaii disaster declaration: Presidential Major Disaster Declaration affirmed for Kona-low storms (March 10–24); Individual Assistance available in Honolulu, Hawaii, and Maui counties; IA deadline June 7, 2026.• CISA KEV update: CVE-2026-34197 Apache ActiveMQ added to the KEV catalog on April 16; federal civilian agencies must remediate under BOD 22-01.• CISA ICS advisories: Four new advisories (ICSA-26-106-01–04), including Delta Electronics ASDA-Soft stack-based buffer overflow — Critical Manufacturing sector.• Severe weather outlook: SPC Enhanced Risk today across Upper/Middle Mississippi Valleys and Central/Southern Plains; WPC Slight Risk for excessive rainfall; SWPC G2 geomagnetic storm watches April 17–18.• NIFC situational picture: April 16 IMSR shows 1,744,190 YTD acres burned; eight large uncontained fires; 770 personnel assigned nationwide.• Florida — Newman Drive Fire: 1,733 acres, 60% contained; evacuations remain for five streets in Collier County; pet-friendly shelter open at Golden Gate Community Center.• Water-system advisories: New boil-water notices or active advisories in Silver City, Nevada; portions of Newark/Belleville/Bloomfield, New Jersey; Rotterdam, New York; five counties in southwest Iowa; and portions of Guam.SourcesFEMA• FEMA — CNMI Emergency Declaration (Typhoon Sinlaku) — Federal assistance available to CNMI for Typhoon Sinlaku beginning April 11, 2026.• Hawaii News Now — FEMA Affirms Major Disaster Declaration for Hawaii — Presidential Major Disaster Declaration for Kona-low storms.• Governor of Hawaii — FEMA Affirms Presidential Major Disaster Declaration — State reaction and federal assistance breakdown; June 7, 2026 IA deadline.• FEMA Newsroom — Official FEMA press releases.CISA• CISA — Adds One Known Exploited Vulnerability to Catalog (Apr 16, 2026) — CVE-2026-34197 Apache ActiveMQ improper-input-validation vulnerability.• CISA — Known Exploited Vulnerabilities Catalog — KEV catalog landing page with remediation deadlines.• CISA — ICSA-26-106-01 Delta Electronics ASDA-Soft — Stack-based buffer overflow in Critical Manufacturing sector software.• CISA — ICS Advisories index — Listing of current ICS/OT advisories including ICSA-26-106-01 through 04.NOAA / NWS / SWPC• Storm Prediction Center — Day 1 Convective Outlook — Enhanced severe risk across Upper/Middle Miss Valleys and Central/Southern Plains.• Weather Prediction Center — National precipitation and flash flood guidance.• NOAA SWPC — G2 (Moderate) geomagnetic storm watches April 17–18, 2026.NIFC / Wildfire• NIFC — Incident Management Situation Report (April 16, 2026) — National wildland fire synopsis: 1,744,190 YTD acres; 8 uncontained large fires; 770 personnel assigned.• NIFC — National Fire News — Daily national wildfire activity summary.DHS / NTAS• DHS — National Terrorism Advisory System — Current NTAS bulletins and updates.Travel Advisories• U.S. Department of State — Travel Advisories — Country-by-country levels and recent updates.CDC / Public Health• CDC HAN — Medetomidine in the U.S. Illegal Fentanyl Supply — Health Advisory on overdose and severe withdrawal syndrome risk.Florida• WUSF — Newman Road Fire containment rises to 60% — Collier County wildfire at 1,733 acres; 60% contained; evacuations in place.• WGCU — Newman Drive Fire evacuations and shelter info — Evacuation streets and Golden Gate Community Center pet-friendly shelter.Iowa• We Are Iowa — Boil order across five counties — Pottawattamie, Harrison, Shelby, Audubon, and Cass counties on Regional Water system.• Iowa HSEMD — Regional Water boil order bulletin — Official Iowa HSEMD bulletin forwarding boil-order details.Nevada• Nevada Appeal — Silver City boil-water notice — Notice issued 7:45 a.m. April 16 by Storey County for all Silver City residents.• KOLO — Silver City boil-water notice — Additional coverage with resident guidance.New Jersey• Clean Air and Water — New Jersey boil-water advisory (April 15, 2026) — Summary of Newark-area advisory following water-main break in Belleville.• Newark Patch — Boil Water Advisory guidance — Ward-level impact in Newark and resident instructions.New York• WGY — Rotterdam residents under boil-water advisory — Precautionary boil advisory after April 15 water-main break.Hawaii• Star-Advertiser — Trump issues disaster declaration after Kona-low storms — Declaration detail and affected counties.• Hawaii Public Radio — Federal disaster aid for storm-impacted residents — Governor Green deploys federal IA for affected counties.Guam• Kandit News — GWA boil-water notice update — Sustained pressure loss in distribution system following Typhoon Sinlaku.• Commonwealth Utilities Corporation — Precautionary Boil Water Notice — Official utility notice for affected islands.Northern Mariana Islands (CNMI)• Isla Public — CNMI/Guam federal emergency declarations — Status of the April 11 emergency declaration as Sinlaku advanced.• The Watchers — Sinlaku cripples Saipan and Tinian — Infrastructure, power, and road impact summary.• NPR — Super Typhoon Sinlaku pounds remote U.S. islands — National coverage of the storm's Mariana Islands impact. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit emnetwork.substack.com/subscribe

Our 240th episode with a summary and discussion of last week's big AI news!Recorded on 04/08/2026 (sorry I keep releasing stuff late, will get better with it soon!)Hosted by Andrey Kurenkov and Jeremie HarrisFeel free to email us your questions and feedback at andreyvkurenkov@gmail.com and/or hello@gladstone.aiRead out our text newsletter and comment on the podcast at https://lastweekin.ai/In this episode:Anthropic launched Project Glasswing and previewed Claude Mythos, a general-purpose model withheld from broad release due to dramatically stronger autonomous offensive cybersecurity performance (including zero-day discovery), alongside concerning bio/virology uplift results and documented deception/containment-escape behaviors; pricing is far higher than Opus and most discovered vulnerabilities remain unpatched.Product and platform updates included Google's Gemini 3.1 Flash Live for real-time multilingual voice conversation, Suno v5.5 personalization features, Anthropic tightening Claude Code/OpenClaw access and usage limits, OpenAI canceling an “adult mode,” and Microsoft releasing MAI models for speech-to-text, audio generation, and image generation.Business and market developments featured Anthropic's revenue run rate surpassing $30B and a major Google/Broadcom TPU compute expansion, SoftBank taking a $40B short-term loan to fund OpenAI commitments, Granola reaching a $1.5B valuation, Anthropic buying Coefficient Bio for $400M, and OpenAI acquiring the TBPN business talk show.Policy, open-source, and geopolitics included Z.ai releasing open-weight GLM 5.1 and a multimodal GLM model, Google open-sourcing Gemma 4 under Apache 2.0, a judge blocking the Pentagon's “supply chain risk” label against Anthropic, research on LLM “emotion vectors” and OpenAI meta-gaming during RL, China restricting Manus founders amid Meta deal review, scrutiny of Nvidia's chip-smuggling claims, China chipmakers gaining market share, and Iran framing cloud data centers as military targets.Timestamps:(00:00:10) Intro / BanterTools & Apps(00:01:58) Anthropic debuts ‘Project Glasswing' and new AI model for cybersecurity | The Verge(00:18:22) Gemini Live gets ‘biggest upgrade yet' with Gemini 3.1 Flash Live(00:20:40) Anthropic says Claude Code subscribers will need to pay extra for OpenClaw usage | TechCrunch(00:25:36) OpenAI abandons yet another side quest: ChatGPT's erotic mode | TechCrunch(00:26:16) Microsoft takes on AI rivals with three new foundational models | TechCrunch(00:31:25) Suno leans into customization with v5.5 | The VergeApplications & Business(00:32:53) Anthropic announces deal with Google, Broadcom, says revenue has tripled(00:37:53) Sam Altman May Control Our Future—Can He Be Trusted? | The New Yorker(00:40:18) OpenAI, Anthropic, Google Unite to Combat Model Copying in China - Bloomberg(00:41:45) Chinese chipmakers claim nearly half of local market as Nvidia's lead shrinks(00:45:20) SoftBank secures $40 billion loan to boost OpenAI investments(00:47:23) Granola raises $125M at $1.5B valuation for its AI note-taking app - SiliconANGLE(00:48:17) Anthropic acquires stealth startup Coefficient Bio in $400M deal(00:50:20) OpenAI acquires TBPN, the buzzy founder-led business talk show | TechCrunchProjects & Open Source(00:53:04) Z.AI Introduces GLM-5.1: An Open-Weight 754B Agentic Model That Achieves SOTA on SWE-Bench Pro and Sustains 8-Hour Autonomous Execution - MarkTechPost(00:55:14) Google announces Gemma 4 open AI models, switches to Apache 2.0 license - Ars Technica(01:01:26) Z.ai Launches GLM-5V-Turbo: A Native Multimodal Vision Coding Model Optimized for OpenClaw and High-Capacity Agentic Engineering Workflows EverywherePolicy & Safety(01:04:45) Judge blocks Pentagon's effort to ‘punish' Anthropic by labeling it a supply chain risk(01:10:05) Emotion concepts and their function in a large language model(01:21:12) China bars Manus co-founders from leaving country amid Meta deal review, FT reports(01:25:38) US lawmakers ask whether Nvidia CEO's smuggling remarks misled regulators(01:27:48) How far does alignment midtraining generalize?(01:32:20) Metagaming matters for training, evaluation, and oversight(01:39:31) Iran says it has struck Oracle data center in Dubai, Amazon data center in Bahrain — country has threatened to attack Nvidia, Intel, and others, tooSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Of Mountains & Men is led by Lieutenant Colonel (Retired) Steve Osterholzer. Following 23 years as an active-duty Army officer, with most of that time flying Apache helicopters, he served as an Army JROTC Instructor at a Denver inner-city high school.  With more than 50 years of experience in the outdoors, he's led nearly 100 wilderness canoe trips and 150 big game hunts. He's a professional big game hunting guide for Tri-State Outfitters, has earned three Master's Degrees, has been published in 20 magazines as a freelance outdoor writer, and is the author of two books of wilderness stories:  'A Wilderness-Filled Soul' and 'Wilderness Waters.'     www.taurususa.com www.cva.com www.himtnjerky.com www.nukemhunting.com www.christianoutdoors.org www.citrusafe.com www.elimishieldhunt.com www.mossyoak.com  

The Hidden Lightness with Jimmy Hinton – In a country grappling with serious issues—from political division to economic anxiety—it's striking how quickly attention can shift toward moments like this. Two helicopters in the sky became a national talking point, while acts of physical aggression on the ground struggled to command the same sustained outrage...

Honeypot Fingerprinting https://isc.sans.edu/diary/More%20Honeypot%20Fingerprinting%20Scans/32878 Microsoft Locks Accounts for Privacy/Encryption Related Developers https://sourceforge.net/p/veracrypt/discussion/general/thread/9620d7a4b3/ https://news.ycombinator.com/item?id=47687884 https://x.com/windscribecom/status/2041929519628443943 https://windowsforum.com/threads/april-2026-windows-update-ends-cross-signed-kernel-driver-trust.410487/ Remote Code Execution in Apache ActiveMQ (CVE-2026-34197) https://horizon3.ai/attack-research/disclosures/cve-2026-34197-activemq-rce-jolokia/

Is Vibe Coding dying already? Or, is will it be as essential to the next decade of work as the browser was for the past 20 years? And how can your company balance the speed and innovation side of vibe coding without accidentally leaking data or building a product that breaks more often than it works? We'll break down the basics on this Start Here Series deep(ish) dive into Vibe Coding. The Vibe Coding Boom: Why Vibe Coding isn't Going Away and How it's Both Good and Bad -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Google Gemma 4 Open Source LaunchGemma 4's Apache 2.0 Licensing ExplainedGemma 4 Model Variants & Hardware RequirementsSmall Language Models vs. Large Model PerformanceBenchmarking Gemma 4 Against Top AI ModelsLocal AI Model Deployment Benefits & PrivacyHands-on Guide: Running Gemma 4 LocallyLive Performance Test: Coding, Reasoning & LogicInstruction Following and Creative Output DemoFuture Impact: Open Source AI for BusinessesTimestamps:00:00 Gemma 4 release and features05:13 Free AI models with GEMMA 406:39 Gemma's groundbreaking AI performance10:26 Running AI models on MacBooks14:32 Comparing model size and performance16:48 Local AI benefits and privacy22:11 Comparing AI models hands-on25:01 AI solves river crossing puzzle27:13 Fun trick question example32:26 Brainstorming creative marketing strategies35:48 Uploading files for transcript analysis38:16 Comparing AI models for tone and style40:12 Running AI locally on your deviceKeywords: Google Gemma 4, Gemma four, open source AI model, local AI model, Apache 2.0 license, AI on local machine, run AI offline, mixture of experts, 31B parameter model,Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Start Here ▶️Not sure where to start when it comes to AI? Start with our Start Here Series. You can listen to the first drop -- Episode 691 -- or get free access to our Inner Cricle community and all episodes: StartHereSeries.com Also, here's a link to the entire series on a Spotify playlist. 

"Purpose-driven choices lead to better gear and growth in the sport." Episode Summary In this episode, we chop it up with Roy Hill, Senior Editor and Brand Copy Manager at Magpul Industries. We talk about shooting sports for kids, new innovations from Magpul, the importance of modularity, and how to approach building your AR-15. We also dig into the recent news involving Second Amendment rights, military carry, birthright citizenship, and a little space travel. Roy shares personal stories from his career, including his move to Texas, and gives us insider perspective on gun industry trends. Call to Action 1. Join our mailing list: Thegunexperiment.com 2. Subscribe and leave us a comment on Apple or Spotify 3. Follow us on all of our social media: InstagramYoutube 4. Grab some cool TGE merch 6. Ask us anything at AskMikeandKeith@gmail.com 5. Be sure to support the sponsors of the show. They are a big part of making the show possible. Show Sponsors HSM Ammunition: Official ammo sponsor, providing precision performance and dependability. Kings River Customs: Makers of functional and beautiful 1911 pistols. Key Takeaways Roy Hill's journey back into the gun industry and move to Texas with Magpul. The importance of not just owning guns but actively shooting and training—especially for new owners. Magpul's DAKA Grid system: a modular solution for gun case organization. The Ruger RXM and Magpul's enhanced handgun grips for modular firearms. Mistakes people make when buying their first AR: purpose-driven builds matter. News updates: military base carry rights, restoration of Second Amendment rights for nonviolent felons, and Supreme Court arguments on citizenship. Kid Rock's Apache flyover and opinions about government waste versus patriotic moments. Lunar missions, privatized space travel, and the future of space exploration. Guest Information Roy Hill Senior Editor & Brand Copy Manager Magpul Industries based in Austin, Texas Keywords Magpul, Roy Hill, AR-15, modularity, DAKA grid, Ruger RXM, shooting sports, gun industry, firearm training, Texas move, Second Amendment, HSM ammunition, Kings River Custom, military carry, birthright citizenship, gun case innovation, NRA show, open carry, gun accessory, space exploration, Kid Rock, Supreme Court, podcast, gun culture, firearm news, the gun experiment

Wednesday, April 1st, 2026 Today, the Supreme Court Rules against conversion therapy bans on Transgender Day Of Visibility; Trump has signed an illegal executive order restricting vote by mail; Wisconsin Governor Tony Evers vetoes five anti-trans bills; Trump says he's willing to end the war without re-opening the Strait of Hormuz; Stephen Miller told ICE to force confrontations and vanquish Minnesota protestors by any force necessary; ICE agents will be stationed outside Marine Corps graduation events in South Carolina; Senate Democrats demand an investigation into the double-tap strike on Iranian school girls; Italy refuses US aircraft use of Sicily base for Middle East operations; a federal judge appears skeptical of Hegseth's press restrictions; a judge has halted Trump's ballroom project issuing a preliminary injunction; Rep Swalwell sends a cease and desist letter to Kash Patel; a judge says the video depositions of DOGE bros have to stay online; the Army has suspended the aircrew that did the Kid Rock fly-by in an Apache helicopter; a judge blocks Trump's effort to defund NPR; a federal court strikes down Trump's attacks on the Endangered Species Act; and Allison and Dana deliver your Good News. Thank You, Coyuchi Get 15% off your first order when you visit Coyuchi.com/dailybeans The Daily beans is donating $10,000 and invites you to give what you can to support their life-affirming work - Donate to It Gets Better / The Daily Beans Fundraiser Harry Dunn is running for CongressHarry Dunn for Maryland The Latest Breakdown:ICE Raided Children's Dorms at Dilley and Confiscated Their Letters. I'm Suing to Get Them Back. Storieshttps://www.npr.org/2026/03/31/nx-s1-5768399/npr-pbs-trump-federal-funding https://www.nytimes.com/2026/03/23/nyregion/doge-lawsuit-videos-viral.html Judge appears skeptical of Pentagon's latest press restrictions: ‘Is this a Catch-22?' | POLITICO Federal Court Strikes Down President Trump's Attacks Against Endangered Species Act, Restores Bedrock Environmental Law to Pre-Trump Status | Earthjustice Rep. Eric Swalwell sends cease-and-desist letter to FBI Director Kash Patel | The Washington Post Judge orders Trump to halt $400 million White House ballroom project, for now | Reuters Italy refuses US aircraft use of Sicily base for Middle East operations, sources say | Reuters Army suspends aircrew flying helicopters near Kid Rock's home | NBC News Evers vetoes GOP transgender bills for not upholding ‘our Wisconsin values' | Wisconsin Examiner Supreme Court Rules Against Conversion Therapy Bans On Transgender Day Of Visibility | Erin In The Morning Trump Tells Aides He's Willing to End War Without Reopening Strait of Hormuz | WSJ Alex Pretti's Death Came After Insane Stephen Miller Order | The New Republic ICE agents will be stationed outside Marine Corps graduation events in South Carolina | NBC NewsGood Trouble Saturday, April 4 - Join Middleton Get Out the Vote for Judge Taylor · People For the American Way - WisDems -  to knock on doors in Middleton to encourage our neighbors to vote for Judge Taylor as our next Supreme Court Justice. Multiple shifts available. Training provided.https://www.mobilize.us/peoplefor/event/914193/ If you know someone in Wisconsin please make sure they vote in this election! If you are someone in Wisconsin, please make sure you vote in this very important election! Chris Taylor for Wisconsin Supreme Court →2026 Primary Election Calendar: All the Dates Ahead of Midterms →Public Comment Period Open: White House Ballroom Proposal →Standwithminnesota.com →Tell Congress Ice out Now | Indivisible →Defund ICE | 5Calls →Congress: Divest From ICE and CBP | ACLU →ICE List  →iceout.org →2026 Trans Girl Scouts To Order Cookies From! | Erin in the Morning Good Newshttps://www.laurenjewett.com/ →Share your Good News & Good Trouble - The Daily Beans →Beans Talk audio -beans-talk.simplecast.com Subscribe to the MSW YouTube Channel - MSW Media - YouTube Our Donation Links The Daily beans is donating $10,000 and invites you to give what you can to support their life-affirming work - Donate to It Gets Better / The Daily Beans Fundraiser Pathways to Citizenship link to MATCH Allison's Donationhttps://crm.bloomerang.co/HostedDonation?ApiKey=pub_86ff5236-dd26-11ec-b5ee-066e3d38bc77&WidgetId=6388736 Join Dana and The Daily Beans with a MATCHED Donation http://onecau.se/_ekes71 More Donation LinksNational Security Counselors - Donate

Today's Headlines: Trump is reportedly ready to declare victory in Iran and walk away — even if the Strait of Hormuz stays closed — because keeping it open would exceed his preferred timeline. Gas prices with a 4 or 5 as the first digit are the new normal, indefinitely. The U.S. simultaneously sent a third aircraft carrier to the region. Then the IRGC published a target list of 18 American companies — Apple, Google, Microsoft, Meta, Nvidia, Tesla, Oracle, Palantir, Chase, and Boeing among them — with strikes planned starting April 1st, prompting immediate evacuations of employees and anyone within a kilometer of their facilities. January 6th insurrectionists — including a pardoned Proud Boy who threw chairs at officers and a man convicted of child molestation after receiving his pardon — filed an $18 million class action lawsuit against the federal government for excessive force during the insurrection. With the DOJ already paying Babbitt's estate $5 million and Flynn $1.25 million, the math isn't crazy. On transvisibility day, the Supreme Court ruled 8-1 to strike down Colorado's conversion therapy ban for LGBTQ minors — a ruling that will overturn similar bans in 20+ states, with Ketanji Brown Jackson the lone dissent. Additionally, the Daily Mail published allegations that Kristi Noem's husband has been living a secret cross-dressing double life. Noem's team says she's "devastated and blindsided." In Shit With Trump's Name On It: a federal judge blocked the $400 million White House ballroom, ruling Trump is the "steward" not the "owner." Palm Beach airport was renamed Donald J. Trump International — the only one named after someone twice impeached and convicted of 34 felonies. Eric Trump unveiled a Miami skyscraper presidential library. A guerrilla art group installed a gold marble toilet on the National Mall with a plaque reading "A Throne Fit for a King." Finally, NASA's Artemis II launches tonight at 6:24pm ET — first lunar mission since 1972, no landing, just a test run for 2028 and an Army Apache was caught hovering over Kid Rock's pool after detouring from a No Kings protest flyover. Kid Rock said they'd be fine because his "buddy is the Commander-in-Chief." Resources/Articles mentioned in this episode:  WSJ: Trump Tells Aides He's Willing to End War Without Reopening Strait of Hormuz WSJ: Third U.S. Aircraft Carrier Deploys to Middle East  The Hill: Iran says it will target US tech companies in Middle East Politico: Members of Jan. 6 mob sue police who fended off Capitol attack NYT: Supreme Court Rejects Colorado Law Banning ‘Conversion Therapy' for L.G.B.T.Q. Minors NY Post: Kristi Noem weighs in on report husband lives cross-dressing double life: ‘The family was blindsided by this' NBC News: Federal judge temporarily blocks construction of Trump's White House ballroom NYT: DeSantis Signs Bill to Rename Florida Airport for Trump CNN: Trump shares renderings of a towering presidential library  WaPo: Golden toilet statue on Mall pays faux tribute to Trump renovations NYT: NASA Is Launching Astronauts to the Moon, but Americans Aren't That Excited Politico: Army investigating video of Apache helicopter at Kid Rock's Nashville home Subscribe to the Betches News Room and join the Morning Announcements group chat. Go to: betchesnews.substack.com Morning Announcements is produced by Sami Sage and edited by Grace Hernandez-Johnson Learn more about your ad choices. Visit megaphone.fm/adchoices

3.31.2026 #RolandMartinUnfiltered: Terence Crutcher Case Heads to Jury. SCOTUS Race Case. Senators Press 2020 Election Truth After a decade, the white officer who killed Terence Crutcher will finally face a jury for her actions, following an appeals court ruling that Betty Jo Shelby is not entitled to qualified immunity. I will speak with the family attorney and Terence's sister about this significant judicial victory. The Supreme Court Justices have heard arguments regarding a Mississippi death penalty case that raises important issues about race, jury selection, and fairness within the criminal justice system. This follows a 2019 decision in which the Supreme Court overturned another inmate's conviction for similar misconduct involving the same prosecutor and judge. Democratic Senators Richard Blumenthal and Sheldon Whitehouse called out the judicial nominees for failing to admit who won the 2020 presidential election. The Army has suspended four personnel in connection with an incident involving two Apache helicopters flying low over the Nashville home of Kid Rock. We'll also talk to the authors of a new report that outlines the impact of Trump's policies on Black women in business. And in tonight's Shop Black Star Network segment, she went from being homeless to creating jewelry recognized as one of Oprah's Favorite Things. We'll talk to the creative mind behind Valencia Key Jewelry. Download the Black Star Network app at http://www.blackstarnetwork.com! We're on iOS, AppleTV, Android, AndroidTV, Roku, FireTV, XBox and SamsungTV. The #BlackStarNetwork is a news reporting platform covered under Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for "fair use" for purposes such as criticism, comment, news reporting, teaching, scholarship, and research.See omnystudio.com/listener for privacy information.

President Trump to address the nation tonight. Trump: Iran wants to make a deal more than I want to make a deal. Activist judge stops ballroom construction. Apache helicopter fly-by of Kid Rock's Nashville home. Kristi Noem's freaky husbandSee omnystudio.com/listener for privacy information.

President Trump to address the nation tonight. Trump: Iran wants to make a deal more than I want to make a deal. Activist judge stops ballroom construction. Apache helicopter fly-by of Kid Rock's Nashville home. Kristi Noem's freaky husband. WISH TV acquires WRTV 6. Today’s Popcorn Moment: Ketanji Brown the lone dissent in "Conversion Therapy" ban case. Trump going to SCOTUS. Rubio: Why are we in NATO? Today on the Marketplace: 6 Foot Chickens. Time to get serious about Spencer Pratt Judge blocks a Trump administration order to end federal funding for NPR and PBS. Todd Rokita: Indiana will be revoking all CDL licenses held by illegal aliens. IRAN threatening IT companies. TV Theme Song: Card SharksSee omnystudio.com/listener for privacy information.

It's News Day Tuesday on The Majority Report   On today's program:   The Supreme Court has ruled 8-1 against Colorado's ban on conversion therapy   Pete Hegseth's pentagon briefing from this morning once again shows that this administration has no plan for this war in Iran.   Israel passes legislation that greenlights the death penalty for Palestinians only.   In the Fun Half:   Harry 'Emden' Enten presents polling on CNN showing Donald Trump to have the lowest approval rating among independents in history.   Meanwhile Donald Trump seems unfazed by the low polling as he keeps his eye on the important projects like his new White House Ballroom.   Rob Schneider bombs horribly at CPAC. He can't do it.   Brenden Carr, the chair of the FCC, brags at CPAC about all of the censorship, cancellations and defunding of media that isn't completely subservient to the president.   U.S. Army pilots take a couple Apache helicopters up to Kid Rock's mansion to say hello on the taxpayer's dime.   For people in Pennsylvania check out Erie United in Erie County & Frontline Dignity in Pittsburgh Pennsylvania to see how you can help stop an ICE Detention Center.   all that and more   To connect and organize with your local ICE rapid response team visit ICERRT.com The Congress switchboard number is (202) 224-3121. You can use this number to connect with either the U.S. Senate or the House of Representatives. Follow us on TikTok here: https://www.tiktok.com/@majorityreportfm Check us out on Twitch here: https://www.twitch.tv/themajorityreport Find our Rumble stream here: https://rumble.com/user/majorityreport Check out our alt YouTube channel here: https://www.youtube.com/majorityreportlive Gift a Majority Report subscription here: https://fans.fm/majority/gift Subscribe to the AMQuickie newsletter here: https://am-quickie.ghost.io/ Join the Majority Report Discord! https://majoritydiscord.com/ Get all your MR merch at our store: https://shop.majorityreportradio.com/ Get the free Majority Report App!: https://majority.fm/app Go to https://JustCoffee.coop and use coupon code majority to get 10% off your purchase Check out today's sponsors: BABBEL: Learn a new Language and get up to 60% off your subscription at Babbel.com/MAJORITY SELECT QUOTE: Get the right life insurance for you and save more than 50% on term life insurance at SelectQuote.com/MAJORITY SMALLS:  To get 6 bottles of wine for $39.99, head to NakedWines.com/MAJORITY and use code MAJORITY for both the code AND PASSWORD.   SUNSET LAKE: Use coupon code "Left Is Best" (all one word) for 20% off of your entire order at SunsetLakeCBD.com  Follow the Majority Report crew on Twitter: @SamSeder @EmmaVigeland @MattLech On Instagram: @MrBryanVokey Check out Matt's show, Left Reckoning, on YouTube, and subscribe on Patreon! https://www.patreon.com/leftreckoning Check out Matt Binder's YouTube channel: https://www.youtube.com/mattbinder Subscribe to Brandon's show The Discourse on Patreon! https://www.patreon.com/ExpandTheDiscourse Check out Ava Raiza's music here! https://avaraiza.bandcamp.com

Few figures in American history embody resistance and resilience quite like Geronimo.  A leader of the Apache who defied both Mexican and U.S. forces, his name became synonymous with courage and defiance.  But beyond the myths lies a complex story of survival, conflict, and cultural upheaval. In the process, he became an icon to the very people he fought against. Learn more about Geronimo and how his story shaped the history of the American Southwest on this episode of Everything Everywhere Daily. Sponsors Quince Go to quince.com/daily for 365-day returns, plus free shipping on your order! Mint Mobile Save 50% on Unlimited premium wireless plans starting at $15/month at MintMobile.com/EED Audible Listen to Project Hail Mary Audible.com/hailmary Fast Growing Trees Get 20% off your first purchase when using the code DAILY at checkout at fastgrowingtrees.com/daily ButcherBox Get your choice between chicken breast or top sirloin for a year OR ground beef for life, PLUS $20 off when you go to ButcherBox.com/everything Subscribe to the podcast!  https://everything-everywhere.com/everything-everywhere-daily-podcast/ -------------------------------- Executive Producer: Charles Daniel Associate Producers: Austin Oetken & Cameron Kieffer   Become a supporter on Patreon: https://www.patreon.com/everythingeverywhere Discord Server: https://discord.gg/Ds7Rx7jvPJ Instagram: https://www.instagram.com/everythingeverywhere/ Facebook Group: https://www.facebook.com/groups/everythingeverywheredaily Twitter: https://twitter.com/everywheretrip Website: https://everything-everywhere.com/  Disce aliquid novi cotidie Learn more about your ad choices. Visit megaphone.fm/adchoices

Meet my friends, Clay Travis and Buck Sexton! If you love Verdict, the Clay Travis and Buck Sexton Show might also be in your audio wheelhouse. Politics, news analysis, and some pop culture and comedy thrown in too. Here’s a sample episode recapping four takeaways. Give the guys a listen and then follow and subscribe wherever you get your podcasts. How Does This End? The escalating conflict with Iran. Clay and Buck break down a major report from Fox News’ Trey Yingst, who reveals that Israel struck a gathering of Iran’s Supreme Council while they were choosing a new Supreme Leader—an unprecedented intelligence and operational blow. Clay and Buck analyze the implications of U.S.–Israeli air superiority, expressing the view that Iran’s leadership is increasingly vulnerable and unable to protect even top officials. They discuss the likelihood of the U.S. and Israel shaping Iran’s future leadership, referencing historic parallels such as the Northern Alliance in Afghanistan and Venezuela’s post‑Maduro transition. The conversation deepens as they react to President Trump’s warnings that failure to act against Iran’s nuclear program could have led to a “nuclear war,” followed by explosive comments from negotiator Steve Witkoff, who recounts Iran bragging about possessing enough enriched uranium for 11 nuclear bombs. Clay and Buck examine how these revelations accelerated U.S. action and what a post‑strike political landscape may look like inside Iran. Texas Primary Day! Clay Travis and Buck Sexton interview with Congressman Wesley Hunt, a leading candidate in the Texas Senate primary. Hunt lays out his case for next‑generation conservative leadership, citing his West Point background, combat service as an Apache pilot, support for term limits, and strong alignment with President Trump. He sharply criticizes what he calls the “soft bigotry of low expectations” from liberal politicians, slams Gavin Newsom’s recent comments, and emphasizes his commitment to cultural clarity on issues like gender, family values, and assimilation. Hunt also discusses Iran, calling Trump’s actions “peace through strength” and asserting that strategic force prevents greater conflict. Sen. Markwayne Mullin An extended interview featuring Senator Markwayne Mullin of Oklahoma, who discusses the unfolding U.S.–Israel military campaign against Iran. Senator Mullin emphasizes that this is not another Iraq or Afghanistan but a direct confrontation with a regime that has targeted Americans for 47 years. He explains why President Trump’s strategy differs from previous administrations and outlines the intelligence behind striking Iranian leadership, including revelations that Iran claimed to possess enough enriched uranium for 11 nuclear bombs. Mullin argues that Trump’s approach—eliminating threats rather than delaying action—is both historically rare and strategically necessary. Clay and Buck then explore how these operations intersect with the America First doctrine. Senator Mullin responds to skeptical constituents by explaining why actions in Venezuela, Cuba, and Iran directly impact U.S. national security, from drug trafficking to global energy markets. He details how a nuclear‑armed Iran could destabilize world shipping lanes, spike oil prices, endanger U.S. allies, and ultimately threaten the American homeland. The conversation also touches on congressional issues including the SAVE Act and the challenges of overcoming a Senate filibuster. In a lighter turn, the hosts dive into a humorous discussion about physical fitness on Capitol Hill, reacting to viral footage of Secretary of War Pete Hegseth bench‑pressing 315 pounds. Senator Mullin, known for his own extreme fitness feats, compares strength metrics across members of Congress and discusses why physical conditioning boosts confidence, mental health, and leadership. Clay Buys a Tesla In a lighter cultural shift, Clay and Buck riff on generational habits, restaurant drink trends, and Costco culture—highlighted by Buck’s wife humorously blaming his Pellegrino obsession for her bulk‑shopping trips. This segues into a forward‑looking discussion on the future of autonomous driving, sparked by Clay’s firsthand experience with Tesla’s self-driving technology. They predict that self‑driving cars will become the global standard within a generation, reducing accidents, lowering insurance costs, ending drunk driving, and transforming how Americans view car ownership and transportation. Make sure you never miss a second of the show by subscribing to the Clay Travis & Buck Sexton show podcast wherever you get your podcasts! ihr.fm/3InlkL8 For the latest updates from Clay and Buck: https://www.clayandbuck.com/ Connect with Clay Travis and Buck Sexton on Social Media: X - https://x.com/clayandbuck FB - https://www.facebook.com/ClayandBuck/ IG - https://www.instagram.com/clayandbuck/ YouTube - https://www.youtube.com/c/clayandbuck Rumble - https://rumble.com/c/ClayandBuck TikTok - https://www.tiktok.com/@clayandbuck YouTube: https://www.youtube.com/@VerdictwithTedCruzSee omnystudio.com/listener for privacy information.