Changelog Master Feed

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 – Website, GitHub, XShow 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 – GitHub, LinkedIn, Mastodon, X

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 – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow 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 – GitHub, XJerod Santo – GitHub, LinkedIn, Mastodon, XKevin Ball – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XShow 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 – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow 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 – GitHub, XNatalie Pistunovich – GitHub, XKris Brandow – GitHub, XJohnny Boursiquot – Website, GitHub, XShow 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 – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: NYT Article: “Europeans Take a Major Step Toward Regulating A.I.” Something missing or broken? PRs welcome!

An open platform for operating LLMs in production, working quickly is more important than it seems, imaginary problems are the root of bad software, Val Town is a social website to write and run code & Aaron Francis’ guide to finishing your projects. View the newsletterJoin the discussionChangelog++ members save 1 minute on this episode because they made the ads disappear. Join today!Sponsors:HasuraCon 2023 – Our friends at Hasura would like to invite you to HasuraCon on June 20th through the 22nd! Three days to learn, share, celebrate, and geek out on the future of Hasura and data APIs. And best of all, it’s 100% FREE and easily accessible online. Get all the details and register today hasura.io/hasuracon Featuring:Jerod Santo – GitHub, LinkedIn, Mastodon, X

Mat Ryer is back and he’s brought with him 10 tips to be a 10x developer (like he is). After that, we try a new segment we’re calling “Tool Time” (and try out a few jingles for it along the way). Finally, it’s time to review our previous unpopular opinions and put some new ones into the world for your (dis)agreeing pleasure. Join us for an automagical time! 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:Mat Ryer – GitHub, LinkedIn, Bluesky, XJerod Santo – GitHub, LinkedIn, Mastodon, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: How ‘Back to the Future 2’ Tricked You Into Thinking Crispin Glover Returned Mat on The Changelog #526 The Synergistic Interplay between Vitamins D and K for Bone and Cardiovascular Health Introducing Wood Milk: Aubrey Plaza’s Newest Product #drinkwoodmilk - YouTube golangci-lint credo for Elixir 1Password ntfy.sh Queen Latifah - U.N.I.T.Y. - YouTube NextDNS NextDNS wiki on UnifiOS I Made a Tiny Touch ID Button for Mac! Something missing or broken? PRs welcome!

The panel dives into all of the supporting structures that we build around writing code, what works in different environments, and good and bad practices they have seen. From PR etiquette to CI/CD to how to write a ticket, they look at them from an open source perspective, an enterprise perspective, and everything in between. 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:Kevin Ball – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XChristopher Hiller – Website, GitHub, Mastodon, XShow Notes: Graphite Reviewable The way to fully automated releases in open source projects Feature Toggles (aka Feature Flags) LaunchDarkly Split.io Minimum Reproducible Example Something missing or broken? PRs welcome!