The Changelog

The Changelog

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Posts by The Changelog

MCP on Code Mode

MCP on Code Mode

This week I'm talking with Matt Carey about Code Mode and how most of us have been thinking about MCP all wrong. Matt works on the Agents SDK and MCP at Cloudflare — we discuss how server-side Code Mode lets one MCP server expose all ~2,500 Cloudflare API endpoints in about 1,000 tokens of contex...

The Changelog The Changelog · Cloud · Web Development ·
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Automation at the speed of Swamp

Automation at the speed of Swamp

This week I'm talking with Adam Jacob, founder of System Initiative and creator of Swamp, about what happens when AI agents change the entire shape of software development. We discuss how he went from an 18-person team down to five and shipped Swamp 900 times in four weeks, why he brought User Ac...

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Exploring with agents

Exploring with agents

Today on the show I’m talking with Amelia Wattenberger — designer, data-viz veteran, ex-GitHub Next, and now designing Intent at Augment Code. What if the last 30% of any software project is about to become the hardest part you’ve ever done? That’s the argument Amelia is making today. We discuss...

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Astral has been acquired by OpenAI

Astral has been acquired by OpenAI

Astral is joining OpenAI, which says a lot about where the center of gravity is moving for developer tools, LiteLLM got hit by a nasty supply-chain attack, and OpenCode blew up as the latest serious open source swing at the coding-agent stack. We've also got Rust doing a very public reality check...

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From Tailnet to platform

From Tailnet to platform

Adam talks with Tailscale co-founder and Chief Strategy Officer David Carney about where Tailscale is headed next: TSIDP, TSNet, multiple tailnets, and Aperture. They get into clickless auth (via TSIDP), TSNet apps, multiple tailnets for isolation and control, and Aperture, Tailscale’s private AI...

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Big change brings big change

Big change brings big change

This week's been wild — Iran bombed AWS data centers to take down Claude, OpenAI dropped GPT-5.4 (and it's seriously good for coding), and living brain cells are literally playing DOOM. We've also got a heartfelt take on what it feels like to be a 10x engineer in the age of AI, plus some cool new...

The Changelog The Changelog · AWS · General Discussion ·
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Opus 4.5 changed everything

Opus 4.5 changed everything

Burke Holland works on GitHub Copilot by day and codes with his AI agents always. Early January, Burke posted about how Opus 4.5 changed everything. We were all still buzzing from the holiday-season 2x usage bump Claude gave us, and Opus 4.5 felt like a genuine step function in capability. Burke...

The Changelog The Changelog ·
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The mythical agent-month

The mythical agent-month

Wes McKinney on the mythical agent-month, install Peon Ping to employ a Peon today, Andreas Kling explains why Ladybird is adopting Rust, Cloudflare has a new MCP server that's quite efficient, and Elliot Bonneville thinks the only moat left is money.

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Han shot first

Han shot first

Our ol' friend, Brett Cannon, is back to talk all things Python. But first! Star Wars, Machete Order, Lost, Babylon 5, Game of Thrones, Murderbot, Ted Lasso, Project Hail Mary, David Attenborough, perpetual voice rights, and the AI uncanny valley.

The Changelog The Changelog · Python ·
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Vouch for an open source web of trust

Vouch for an open source web of trust

Mitchell Hashimoto's trust management system for open source, Nicholas Carlini has a team of Claudes build a C compiler, Stephan Schwab recounts the history of attempted developer replacement, NanClaw is an alternative to OpenClaw, and Sophie Koonin can't wrap her head around so many people going...

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The tech monoculture is finally breaking

The tech monoculture is finally breaking

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 co...

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The state of homelab tech (2026)

The state of homelab tech (2026)

Techno Tim joins Adam to dive deep into the state of homelab'ing in 2026. Hardware is scarce and expensive due to the AI gold rush, but software has never been better. From unleashing Claude on your UDM Pro to building custom Proxmox CLIs, they explores how AI is transforming what's possible in t...

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The era of the Small Giant

The era of the Small Giant

Damien Tanner (founder of Pusher, now building Layercode) is back for a reunion 17 years in the making. Damien officially returns to The Changelog to discuss the seismic shift happening in software development. From the first sponsor of the podcast to frontline builder in the AI agent era, Damien...

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Agent psychosis: are we going insane?

Agent psychosis: are we going insane?

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 brok...

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Kaizen! Let it crash

Kaizen! Let it crash

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.

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The GitHub problem (and other predictions)

The GitHub problem (and other predictions)

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 fo...

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Linus Torvalds gets the AI coding bug

Linus Torvalds gets the AI coding bug

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.

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From GitLab to Kilo Code

From GitLab to Kilo Code

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 found...

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The move faster manifesto

The move faster manifesto

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 developme...

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Agents in the database

Agents in the database

Ajay Kulkarni from Tiger Data (Co-founder/CEO) is on the pod this week with Adam. He asked him to get vulnerable and trace his path to becoming a CEO. They dig into the themes that have shaped his career, and explore how founder values end up forming company culture (whether you intend them to or...

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Down the Linux rabbit hole

Down the Linux rabbit hole

Alex Kretzschmar joins Adam for a trip down the Linux rabbit hole -- Docker vs Podman, building a Kubernetes cluster, ZFS backups with zfs.rent, bootc, favorite Linux distros, new homelab tools built with AI, self-hosting Immich, content creation, Plex and Jellyfin, the future of piracy and more.

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Autonomous drone delivery in a Zip

Autonomous drone delivery in a Zip

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 t...

The Changelog The Changelog ·
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The "confident idiot" problem

The "confident idiot" problem

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.

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Very important agents

Very important agents

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 practice...

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Werner Vogels predicts the future

Werner Vogels predicts the future

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...

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The inner workings of Wikipedia

The inner workings of Wikipedia

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 relati...

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What is a tech bubble anyway?

What is a tech bubble anyway?

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...

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NOT a swarm!

NOT a swarm!

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!

The Changelog The Changelog ·
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Creating communal computers

Creating communal computers

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...

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Why is Zig so cool?

Why is Zig so cool?

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...

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Retreat to attack

Retreat to attack

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.

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DO repeat yourself!

DO repeat yourself!

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...

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This new AI role is exploding

This new AI role is exploding

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 vi...

The Changelog The Changelog · Career & Hiring · AWS ·
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The world of open source metadata

The world of open source metadata

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...

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