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In May of 2025, Docker launched Hardened Images, a secure, minimal, production-ready set of images. In December, they made DHI freely available and open source to everyone who builds software. On this episode, we're joined by Tushar Jain, EVP of Engineering at Docker to learn all about it.
Jason Willems believes the tech monoculture is finally breaking, Don Ho shares some bad Notepad++ news, Tailscale's Avery Pennarun pens a great downtime apology, Milan Milanović explains why you can only code 4 hours per day, and Addy Osmani on managing comprehension debt when leaning on AI to code.
We discuss the buzz around Clawdbot / MoltBot / OpenClaw, how app subscriptions are turning into weekend hacking projects, why SaaS stocks are crashing on Wall Street, and what it all means.
As the creator and long-time maintainer of ESLint, Nicholas Zakas is well-positioned to criticize GitHub's recent response to npm's insecurity. He found the response insufficient, and has other ideas on how GitHub could secure npm better. On this episode, Nicholas details these ideas, paints a bleak picture of npm alternatives like JSR, and shares our frustration that such a critical piece of internet infrastructure feels neglected.
Clawdbot drives Mac Mini sales, Swizec Teller on the future of software engineering being SRE, Daniel Stenberg decided to end curl's bug bounty program, zerobrew takes some of the best ideas from uv and applies them to Homebrew, and Phil Eaton on LLMs and your career.
Clawdbot drives Mac Mini sales, Swizec Teller on the future of software engineering being SRE, Daniel Stenberg decided to end curl's bug bounty program, zerobrew takes some of the best ideas from uv and applies them to Homebrew, and Phil Eaton on LLMs and your career.
Armin Ronacher thinks AI agent psychosis might be driving us insane, Dan Abramov explains how AT Protocol is a social filesystem, RepoBar keeps your GitHub work in view without opening a browser, Ethan McCue shares some life altering Postgres patterns, and Lea Verou says web dependencies are broken and we need to fix them.
Armin Ronacher thinks AI agent psychosis might be driving us insane, Dan Abramov explains how AT Protocol is a social filesystem, RepoBar keeps your GitHub work in view without opening a browser, Ethan McCue shares some life altering Postgres patterns, and Lea Verou says web dependencies are broken and we need to fix them.
Gerhard is back for Kaizen 22! We're diving deep into those pesky out-of-memory errors, analyzing our new Pipedream instance status checker, and trying to figure out why someone in Asia downloads a single episode so much.
Mat Ryer is back and he brought his impromptu musical abilities with him! We discuss Rob Pike vs thankful AI, Microsoft's GitHub monopoly (and what it means for open source), and Tom Tunguz' 12 predictions for 2026: agent-first design, the rise of vector databases, and are we about to pay more for AI than people?!
Linus Torvalds pushes AI generated code, Jordan Fulghum thinks this is the year of self-hosting, FracturedJson formats for compact / human readability, Scott Werner believes a flood of adequate software is coming, and Sean Goedecke explains why generic software design advice is useless.
Linus Torvalds pushes AI generated code, Jordan Fulghum thinks this is the year of self-hosting, FracturedJson formats for compact / human readability, Scott Werner believes a flood of adequate software is coming, and Sean Goedecke explains why generic software design advice is useless.
We're joined by Sid Sijbrandij, founder of GitLab who led the all-in-one coding platform all the way to IPO. In late 2022, Sid discovered that he had bone cancer. That started a journey he's been on ever since... a journey that he shares with us in great detail. Along the way, Sid continued founding companies including Kilo Code, an all-in-one agentic engineering platform, which he also tells us all about.
Brian Guthrie lists his seven rules for moving faster in software, Continuous-Claude-v2 is a context management system for Claude Code, Gas Town is Steve Yegge's multi-agent orchestrator for Claude Code, Paul Dix sees a great engineering divergence in 2026, and Mattias Geniar thinks web development is fun again.
Brian Guthrie lists his seven rules for moving faster in software, Continuous-Claude-v2 is a context management system for Claude Code, Gas Town is Steve Yegge's multi-agent orchestrator for Claude Code, Paul Dix sees a great engineering divergence in 2026, and Mattias Geniar thinks web development is fun again.
Our 8th annual year-end wrap-up is here! We're featuring 8 listener voicemails, dope Breakmaster Cylinder remixes & our favorite episodes of the year. Thanks for listening!
Our 8th annual year-end wrap-up is here! We're featuring 8 listener voicemails, dope Breakmaster Cylinder remixes & our favorite episodes of the year. Thanks for listening!
This episodes diverges from our traditional fare. I've reviewed the 49 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode from each month!
This episodes diverges from our traditional fare. I've reviewed the 49 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode from each month!
This episodes diverges from our traditional fare. I've reviewed the 49 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode from each month!
We're joined by Zipline cofounder / CTO, Keenan Wyrobek. Zipline is on a mission to build the world's first logistics system that serves all people equally via their fleet of autonomous drones that started in Africa delivering medical supplies and can now deliver packages (up to 8 lbs) directly to your door. They've solved a lot of gnarly technical and regulatory challenges along the way. We go deep with Keenan. We hope you'll find this one fascinating.
We're joined by Zipline cofounder / CTO, Keenan Wyrobek. Zipline is on a mission to build the world's first logistics system that serves all people equally via their fleet of autonomous drones that started in Africa delivering medical supplies and can now deliver packages (up to 8 lbs) directly to your door. They've solved a lot of gnarly technical and regulatory challenges along the way. We go deep with Keenan. We hope you'll find this one fascinating.
Why AI needs hard rules (not vibe checks), what Anthropic's acquisition of Bun's creators tells us about the AI takeover, Jonah Glover couldn't get Claude to recreate Space Jam's 1996 website, Google finally unkills something, and Bazzite is a distro for the next generation of Linux gaming.
Why AI needs hard rules (not vibe checks), what Anthropic's acquisition of Bun's creators tells us about the AI takeover, Jonah Glover couldn't get Claude to recreate Space Jam's 1996 website, Google finally unkills something, and Bazzite is a distro for the next generation of Linux gaming.
Why AI needs hard rules (not vibe checks), what Anthropic's acquisition of Bun's creators tells us about the AI takeover, Jonah Glover couldn't get Claude to recreate Space Jam's 1996 website, Google finally unkills something, and Bazzite is a distro for the next generation of Linux gaming.
Nick Nisi joins us to dig into the latest trends from this year and how they're impacting his day-to-day coding and Vision Pro wearing. Anthropic's acquisition of Bun, the evolving JavaScript and AI landscape, GitHub's challenges and the AMP/Sourcegraph split. They dive into AI development practices, context management, voice assistants, Home Assistant OS and home automation, the state of the AI browser war, and we close with a prediction from Nick.
Nick Nisi joins us to dig into the latest trends from this year and how they're impacting his day-to-day coding and Vision Pro wearing. Anthropic's acquisition of Bun, the evolving JavaScript and AI landscape, GitHub's challenges and the Amp/Sourcegraph split. We dive into AI development practices, context management, voice assistants, Home Assistant OS and home automation, the state of the AI browser war, and we close with a prediction from Nick.
Amazon CTO, Werner Vogels, stops by to help us explore his tech predictions for 2026 and beyond. Will companionship be redefined by consumer robots? Will quantum-safe become the only safe worth talking about? Is this the dawn of the renaissance developer? We're infinitely curious why Werner came to this particular set of conclusions. Are you?
Amazon CTO, Werner Vogels, stops by to help us explore his tech predictions for 2026 and beyond. Will companionship be redefined by consumer robots? Will quantum-safe become the only safe worth talking about? Is this the dawn of the renaissance developer? We're infinitely curious why Werner came to this particular set of conclusions. Are you?
Matheus Lima on what makes senior developers actually senior, Tega Brain created a browser extension for avoiding AI slop, Andrew Kelley moves Zig from GitHub to Codeberg, Matias Heikkilä says there's no free lunch for vibe coding, and your SSD data at rest might be at risk.
Matheus Lima on what makes senior developers actually senior, Tega Brain created a browser extension for avoiding AI slop, Andrew Kelley moves Zig from GitHub to Codeberg, Matias Heikkilä says there's no free lunch for vibe coding, and your SSD data at rest might be at risk.
Matheus Lima on what makes senior developers actually senior, Tega Brain created a browser extension for avoiding AI slop, Andrew Kelley moves Zig from GitHub to Codeberg, Matias Heikkilä says there's no free lunch for vibe coding, and your SSD data at rest might be at risk.
Our old friend Lars Wikman returns to the show to discuss Linux distro hopping, Elixir, Nerves, embedded systems, home automation with Home Assistant, karate, and more.
Our old friend Lars Wikman returns to the show to discuss Linux distro hopping, Elixir, Nerves, embedded systems, home automation with Home Assistant, karate, and more.
Let's hear how Wikipedia actually works from long-time Wikipedian, Bill Beutler! Bill has been heavily involved with this "8th wonder of the modern world" for two decades and even built a career on it, founding Beutler Ink –a digital agency known for its pioneering work in Wikipedia public relations. We discuss: the official (and not so official) rules, the editor cabal (which isn't one), the business model (which really isn't one), how an edit sticks (or not), how AI chatbots threaten the future of the site (or don't), and a whole lot more.
This episode is a special crossover between the Practical AI podcast and The Changelog podcast. Chris was recently invited by longtime friends Jerod Santo and Adam Stacoviak, cohosts of The Changelog, to join them on the show. They discuss AI, drones, robotics, swarming technology, and the rise of high-performance edge computing with Rust. Chris points out that open source software, small AI models, and affordable hardware are making home automation and local AI accessible to everyone. From automating household functions to experimenting with drones and single-board computers, Chris describes how hands-on maker projects are shaping a bright future for physical AI, on small budgets and right from the comfort of your own home.Featuring: Jerod Santo – LinkedInAdam Stacoviak – LinkedInChris Benson – Website, LinkedIn, Bluesky, GitHub, XSponsors: Miro – Get the right things done faster with Miro's Innovation Workspace. AI Sidekicks, instant insights, and rapid prototyping—transform weeks of work into days. No more scattered docs or endless meetings. Help your teams get great done at Miro.com.Shopify – The commerce platform trusted by millions. From idea to checkout, Shopify gives you everything you need to launch and scale your business—no matter your level of experience. Build beautiful storefronts, market with built-in AI tools, and tap into the platform powering 10% of all U.S. eCommerce. Start your one-dollar trial at shopify.com/practicalaiUpcoming Events: Register for upcoming webinars here!This week we have extended show notes below from Chris!Swarming & Fully Autonomous Multi-Agent UxV SystemsChris's Definition of Swarming (anchor link in show notes)Chris's definition of Swarming“Swarming occurs when numerous independent fully-autonomous multi-agentic platforms exhibit highly-coordinated locomotive and emergent behaviors with agency and self-governance in any domain (air, ground, sea, undersea, space), functioning as a single independent logical distributed decentralized decisioning entity for purposes of C3 (command, control, communications) with human operators on-the-loop, to implement actions that achieve strategic, tactical, or operational effects in the furtherance of a mission.”© 2025 Chris BensonConceptual FoundationsSwarm Robotics – WikipediaHigh-level overview of swarm robotics as decentralized robot collectives.https://en.wikipedia.org/wiki/Swarm_roboticsSwarm Robotic Platforms – WikipediaSurvey of hardware platforms used in swarm robotics research.https://en.wikipedia.org/wiki/Swarm_robotic_platformsSwarm Intelligence – WikipediaBroader algorithms and theory behind collective intelligence (beyond robots).https://en.wikipedia.org/wiki/Swarm_intelligenceAnt Robotics – WikipediaNature-inspired “ant-like” robotics as a special case of swarm robotics.https://en.wikipedia.org/wiki/Ant_roboticsOpen Research & Multi-Robot Resources (Stepping-Stones Toward True Swarms)Programming Multiple Robots with ROS 2 (online book)Free book on multi-robot systems, ROS 2, and the Robot Middleware Framework (RMF).https://osrf.github.io/ros2multirobotbookSimulation with ROS 2 & Gazebo (ROS 2 Humble tutorial)Official tutorial on connecting ROS 2 to Gazebo simulation.https://docs.ros.org/en/humble/Tutorials/Advanced/Simulators/Gazebo/Gazebo.htmlSpawning Multiple Robots in Gazebo with ROS 2Hands-on tutorial to launch N robots in Gazebo, each with its own namespace.https://www.theconstruct.ai/spawning-multiple-robots-in-gazebo-with-ros2ROS 2 Multi-Robot Simulation Best Practices (Discourse thread)Discussion of patterns for multi-robot systems (domains, namespaces, Nav2, etc.).https://discourse.openrobotics.org/t/multi-robot-simulation-best-practices/38987Getting Hands-On: Consumer Robotics, ROS 2 & GazeboROS 2 (Robot Operating System 2)Official ROS 2 Documentation – Humble (LTS)Main docs for ROS 2 Humble (recommended distro) with tutorials and APIs.https://docs.ros.org/en/humbleROS 2 Installation Guide (Humble)Step-by-step install on supported platforms.https://docs.ros.org/en/humble/Installation.html“From Zero to Robotics Hero: A Beginner's Guide to ROS 2” (article)Beginner-friendly overview with ideas for where to go next (MoveIt, Nav2, multi-robot, etc.).https://riyagoja.medium.com/from-zero-to-robotics-hero-a-beginners-guide-to-ros-2-90ac9c3b87baROS 2 Tutorial for Beginners (2025 guide)Up-to-date intro that walks you from install to simulating your first robot in 2025.https://www.timesofexplore.com/2025/10/ros2-tutorial-beginners-build-first-robot-2025.htmlGazebo SimulationGazebo Sim – Official SiteModern Gazebo (Ignition) simulator; models, worlds, and docs.https://gazebosim.orgGetting Started with Gazebo (Docs)Official “start here” guide for using Gazebo and Gazebo Fuel assets.https://gazebosim.org/docs/latest/getstartedClassic Gazebo Tutorials (still useful for fundamentals)https://classic.gazebosim.org/tutorialsmicro-ROS (ROS 2 on Microcontrollers)micro-ROS – ROS 2 for MicrocontrollersOfficial site for running ROS 2 on tiny embedded boards.https://micro.ros.orgmicro-ROS GitHub OrganizationRepositories, examples, and tutor...
Cedric Chin says comparisons of our current AI *maybe-bubble* to the dot-com bubble and the 2008 GFC are limiting, Matthew Prince does a post-mortem on last week's Cloudflare outage, "hl" is a fast / powerful log viewer for humans, Enthusiast Guy's Continuum 93 is a fantasy computer emulator, and a list of things that aren't doing the thing.
Cedric Chin says comparisons of our current AI *maybe-bubble* to the dot-com bubble and the 2008 GFC are limiting, Matthew Prince does a post-mortem on last week's Cloudflare outage, "hl" is a fast / powerful log viewer for humans, Enthusiast Guy's Continuum 93 is a fantasy computer emulator, and a list of things that aren't doing the thing.
Practical AI co-host, Chris Benson, joins us to discuss the latest advancements in AI, drones, home automation, and robotic swarming tech. Chris defines "swarm" with detail/precision and it turns out that what most people are calling a swarm today is NOT a swarm!
Spencer Chang caught our attention with the alive internet theory website, but he creates all kinds of computery things to bring people together around play, connection, and creation. Spencer's experiments with computing-infused objects inspired him to create an entire line of internet sculptures and real-world computing shrines that will hopefully inspire all of us to keep the internet alive and flourishing for years to come.
Nilo Stolte explains why Zig is "a totally new way to write programs", George Mack gives twelve actionable ways to be more creative, Mario Zechner shares his findings on using MCP vs Bash tools, Josh Collinsworth compares creating AI art to medieval alchemy, LibrePods unlocks AirPods features for Android, and our first ever Changelog News Classifieds.
Do you like director's commentaries and extended cuts? This episode is like that, but for this week's News. We go deep on the alive internet theory, Meshtastic mesh networks, Zstandard compression, the FDE job explosion, React's seemingly perpetual dominance, and more.
Prolific software blogger, Sean Goedecke, joins us to discuss why he believes software engineers need to be involved in the politics of their organization, how to avoid worry driven development, what is "good taste" in software engineering, where agentic coding will take our industry, why getting the main thing right is so important, and how to get your blog to the top of Hacker News.
A new AI-led tech role has emerged with a massive increase of job postings, Corey Quinn explains why younger devs won't tolerate pain in the AWS, Thomas Ptacek makes the case that you should write an agent, Paul Kinlan goes deeper on his dead framework theory, and Andrew Gallagher says to stop vibe coding your unit tests.
On this seventh iteration of our award-worthy game show filled with obscure jargon, fake definitions, and expert tomfoolery: past winners battle to determine the champion of champions. (Also, Adam.)
Andrew Nesbitt builds tools and open datasets to support, sustain, and secure critical digital infrastructure. He's been exploring the world of open source metadata for over a decade. First with libraries.io and now with ecosyste.ms, which tracks over 12 million packages, 287 million repos, 24.5 billion dependencies, and 1.9 million maintainers. What has Andrew learned from all this, who is using this open dataset, and how does he hope others can build on top of it all? Tune in to find out.
Ahmad Alfy explains how URLs are state containers, Shrivu Shankar shares how he uses every Claude Code feature, Yusuf Aytas laments how AI broke technical interviews, Wu Xiaoyun tells how he saved TikTok $300k during his internship, and TOON is a new serialization format to save us some LLM tokens.
It's a FRIGHT...when your record a podcast with dead projects all around. Tech debt, poor choices, timing, market shift, and optimizing for the wrong things are all lurking around waiting to pop out at you! Just don't forget to push record.
Adam Jacob joins us to discuss how agentic systems for building and managing infrastructure have fundamentally altered how he thinks about everything, including the last six years of his life. Along the way, he opines on the recent AWS outage, debates whether we're in an AI-induced bubble, quells any concerns of AGI and a robot uprising, eats some humble pie, and more.
The Dead Internet Theory dies, Geoffrey Litt tries to code like a surgeon, Matt Sephton thinks spreadsheets are great for UI design, Nate Meyvis advocates for front-end maximalism, Hemant Pandey thinks 9-5 employment is a great option for most, David Miranda compares React to Backbone in 2025.