On Monday, Kelsey Hightower announced his retirement from Google. On Tuesday, he sat down with us to discuss why, how & what’s next. Along the way, Kelsey teaches us how not to suck at work, analyzes his magical demos, fights off the haters (again) & opines on System Initiative, Dagger & 37Signals moving off the cloud. Join the discussionChangelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Kelsey Hightower – Twitter, GitHubJerod Santo – Mastodon, Twitter, GitHub, LinkedInAdam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, WebsiteShow Notes: “Today I’m announcing my retirement from Google.” Not Everyone Can Be Kelsey Hightower - Greg Poirier - YouTube Rebuilding DevOps from the ground up with Adam Jacob Why we’re leaving the cloud We have left the cloud MRSK — Deploy web apps anywhere Two decades as a solo indie Mac dev with Jesse Grosjean btop on GitHub Dagger Something missing or broken? PRs welcome!

Listener Joe Davidson recently tweeted: “I’d really be interested in an episode debating Kubernetes vs serverless functions for distributed systems. As someone working a lot with serverless to create large scale systems, for me the complexity in Kubernetes doesn’t seem worth it, especially when onboarding new people. But I’d like to see it from the other perspectives. I could be missing something.” So we invited Joe on the show alongside Abdel Sghiouar and Srdjan Petrovic to discuss! Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Joe Davidson – Twitter, GitHubAbdel Sghiouar – Twitter, GitHub, LinkedInSrdjan Petrovic – TwitterNatalie Pistunovich – Twitter, GitHubShow Notes: Cncf landscape Article: Shifting left is for suckers. Shift down instead Service Weaver Firebase Range: Why Generalists Triumph in a Specialized world CloudRun Knative Fargate Dapr Azure Container Apps Kelsey Hightower’s Tweet on k8s becoming an operating system for the cloud Something missing or broken? PRs welcome!

Taylor Troesh joins Jerod to discuss a bevy of software development topics: yak shaves, dependency selection, -10x engineers, IKEA-oriented development, his new content-addressable programming language & much more along the way. Join the discussionChangelog++ members get a bonus 4 minutes at the end of this episode and zero ads. Join today!Sponsors:DevCycle – Build better software with DevCycle. Feature flags, without the tech debt. DevCycle is a Feature Flag Management platform designed to help you build maintainable code at scale. Drata – Put security and compliance on autopilot. Build trust with your customers and scale securely with Drata, the smartest way to achieve continuous framework compliance for SOC 2, ISO 27001, HIPAA, GDPR, and more. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Taylor Troesh – GitHub, LinkedIn, WebsiteJerod Santo – Mastodon, Twitter, GitHub, LinkedInShow Notes: Taylor Town IKEA-Oriented Development 11 Ways to Shave a Yak How to be a -10x Engineer The Lindy Effect Crafting Interpreters The Unison language Scrapscript The Mother of All Demos - Wikipedia Opening Keynote: Greg Young - Stop Over-Engenering - YouTube The art of destroying software (Greg Young) - YouTube Something missing or broken? PRs welcome!

Your feed might be dominated by LLMs these days, but there are some amazing things happening in computer vision that you shouldn’t ignore! In this episode, we bring you one of those amazing stories from Gabriel Ortiz, who is working with the government of Cantabria in Spain to automate cartography and apply AI to geospatial analysis. We hear about how AI tooling fits into the GIS workflow, and Gabriel shares some of his recent work (including work that can identify individual people, invasive plant species, building and more from aerial survey data). Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Gabriel Ortiz – LinkedInDaniel Whitenack – Twitter, GitHub, WebsiteShow Notes: Automated cartography (integration of different models: buildings, roads, vegetation) Detecting and tracking the expansion of forests (period 1957-2020) using both legacy and modern imagery Tracking invader species Tracking urban growth with AI Spatial behavior in beaches using AI Inference with SAM (Meta’s Segment Anything Model) over urban areas/viewer.html?webmap=4af373c294e24394ae25e4acadab71cc SuperResolution on aerial or satellite imagery More of the work of Gabriel and his team can be seen here and also on his LinkedIn profile Something missing or broken? PRs welcome!

Tracy Durnell thinks AI has already poisoned its own well, Adam Hill’s microsite catalogs everything you need to UnsuckJS, Lionel Dricot thinks we need more Richard Stallman, not less & the Vulcan team proves you can’t trust ChatGPT’s package recommendations. View the newsletterJoin the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Sentry – See the untested code causing errors - or whether it’s partially or fully covered - directly in your stack trace, so you can avoid similar errors from happening in the future. Use the code CHANGELOG and get the team plan free for three months. Featuring:Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Brett Cannon (our unofficial ambassador to the Python community) is here to help alleviate our pip install anxiety. Along the way, we ask him about Python 4, removing the GIL, what he thinks about Chris Lattner’s Mojo project, Rust in the Python world & way more (of course). Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Featuring:Brett Cannon – Mastodon, Twitter, GitHub, LinkedIn, WebsiteJerod Santo – Mastodon, Twitter, GitHub, LinkedInAdam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, WebsiteShow Notes: In response to the Changelog #526 Raku Perl Mongers pipx Ultimate Tic-Tac-Toe Mojo.🔥 Why Mojo Astral RustPython: A Python Interpreter written in Rust Something missing or broken? PRs welcome!

Let’s debate debugging techniques! Do you print debug or dive deep into debugging tools? KBall & Jerod argue that print statements are all you need while Amal & guest Eric Clemmons take the other side. Who will win and why will it be Jerod? 😉 Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Eric Clemmons – Twitter, GitHubJerod Santo – Mastodon, Twitter, GitHub, LinkedInKevin Ball – Twitter, GitHub, LinkedIn, WebsiteAmal Hussein – Twitter, GitHubShow Notes: patch-package replay.io Something missing or broken? PRs welcome!

This week we’re joined by Adam Jacob and we’re talking about his mission at System Initiative to rebuild DevOps. They are out of stealth mode and ready to show off their transformative new power tool that reimagines what’s possible from DevOps. It’s an intelligent automation platform that allows DevOps teams to build detailed interactive simulations of their infrastructure and use them to rapidly update their production environments. Join the discussionChangelog++ members save 6 minutes on this episode because they made the ads disappear. Join today!Sponsors:DevCycle – Build better software with DevCycle. Feature flags, without the tech debt. DevCycle is a Feature Flag Management platform designed to help you build maintainable code at scale. Drata – Put security and compliance on autopilot. Build trust with your customers and scale securely with Drata, the smartest way to achieve continuous framework compliance for SOC 2, ISO 27001, HIPAA, GDPR, and more. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Featuring:Adam Jacob – Twitter, GitHub, WebsiteAdam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, WebsiteJerod Santo – Mastodon, Twitter, GitHub, LinkedInShow Notes: System Initiative System Initiative launch demo What if Infrastructure as Code never existed, by Adam Jacob 10+ deploys per day at Flickr Changelog Interviews #353: The war for the soul of open source Changelog Interviews #460: The business model of open source Something missing or broken? PRs welcome!

Kaylyn Gibilterra returns as Natalie & the gang take our diversity conversation one step further. This time we’re talking about neurodiversity as it relates to being a developer, a manager, a conference participant & more. Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Kaylyn Gibilterra – Twitter, GitHubNatalie Pistunovich – Twitter, GitHubKris Brandow – Twitter, GitHubJohnny Boursiquot – Twitter, GitHub, WebsiteShow Notes:Something missing or broken? PRs welcome!

Chris and Daniel take a step back to look at how generative AI fits into the wider landscape of ML/AI and data science. They talk through the differences in how one approaches “traditional” supervised learning and how practitioners are approaching generative AI based solutions (such as those using Midjourney or GPT family models). Finally, they talk through the risk and compliance implications of generative AI, which was in the news this week in the EU. Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. Featuring:Chris Benson – Twitter, GitHub, LinkedIn, WebsiteDaniel Whitenack – Twitter, GitHub, WebsiteShow Notes: NYT Article: “Europeans Take a Major Step Toward Regulating A.I.” Something missing or broken? PRs welcome!