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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, Bluesky, 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!

This week we’re talking about Passkeys with Anna Pobletts, Head of Passwordless, at 1Password. Will Passkeys enable a passwordless future? Time will tell. Anna shares the what, the why, how, and the when on Passkeys. Join the discussionChangelog++ members save 9 minutes on this episode because they made the ads disappear. Join today!Sponsors:Square – Develop on the platform that sellers trust. There is a massive opportunity for developers to support Square sellers by building apps for today’s business needs. Learn more at developer.squareup.com to dive into the docs, APIs, SDKs and to create your Square Developer account — tell them Changelog sent you. 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. Raycast – Raycast is a blazingly fast, totally extendable launcher. It lets you complete tasks, calculate, share common links, and much more. Turn Pro to harness the power of AI, make Raycast your own with custom themes, keep your Macs in sync and more on the way. 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. Featuring:Anna Pobletts – LinkedInAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: Passkeys: the future of authentication in 1Password Passage by 1Password Passkeys Overview (Apple Developer) Supporting Passkeys (Apple Developer) passkeys.directory passkeys.dev Something missing or broken? PRs welcome!

Daniel had the chance to sit down with @swyx and Alessio from the Latent Space pod in SF to talk about current AI trends and to highlight some key learnings from past episodes. The discussion covers open access LLMs, smol models, model controls, prompt engineering, and LLMOps. This mashup is magical. Don’t miss it! Join the discussionChangelog++ members save 1 minute 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! Featuring:Shawn Wang – Website, GitHub, XAlessio Fanelli – Website, GitHub, XDaniel Whitenack – Website, GitHub, XShow Notes: Latent Space podcast Featured Latent Space episodes: Benchmarks Reza Shabani MosaicML and MPT Segment Anything Mike Conover Featured Practical AI episodes: From notebooks to Netflix scale with Metaflow Capabilities of LLMs 🤯 ML at small organizations Prediction Guard Data Dan Something missing or broken? PRs welcome!

Our guests helped create a ML pipeline that enabled image processing and automated image comparisons, enabling healthcare use cases through their series of microservices that automatically detect, manage, and process images received from OEM equipment. In this episode they will chat through the challenges and how they overcame them, focusing specifically on the wait strategy for their ML Pipeline Healthcare Solution microservices. We’ll also touch on how improvements were made to an open source Go package as part of this project. Join the discussionChangelog++ members save 1 minute 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! Featuring:Neethu Elizabeth Simon – LinkedInSamantha Coyle – LinkedIn, XAngelica Hill – GitHub, LinkedIn, XShow Notes: wait-for-it - bash script version wait-for-it - go implementation Sam’s blog on experience using wait-for-it go implementation Something missing or broken? PRs welcome!

Reddit goes dark as subreddits protest, Lemmy lights up as disillusioned redditors turn to the fediverse, OpenObserve is a cloud native observability platform, Julia Evans dispels some myths about blogging & Red Hat’s Jeffrey “Jefro” Osier-Mixon tells Adam and Jerod all about Automotive Linux at Open Source Summit NA. View the newsletterJoin the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Speakeasy – Instantly create SDKs that make API integration easy for your users. Join the beta today. Featuring:Jefro – GitHub, LinkedIn, XJerod Santo – GitHub, LinkedIn, Mastodon, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X

Homebrew project leader Mike McQuaid joins us to weigh in on Apple’s big Vision Pro announcement. We also hit on our favorite (and least favorite) non-AR things from the WWDC 2023 keynote. Join the discussionChangelog++ members save 1 minute 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++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with extended episodes, make the ads disappear, and increment your audio quality with higher bitrate mp3s. Let’s do this! Featuring:Mike McQuaid – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XShow Notes: Apple’s official Vision Pro page Sarah Dietschy: I Tried the Apple Vision Pro 👀 The Verge: Apple Vision Pro first look Valve Index WWDC Highlights Apple sure kicked Meta’s butt today, right? CmdrTaco on the iPod Day One Aaron Levie’s tweet Something missing or broken? PRs welcome!

This is our last week of hallway track coverage at The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Jeffrey Sica (Developer Experience & Programs @ CNCF), Eddie Zaneski (Kubernetes SIG CLI), Yaron Schneider (Co-creator of Dapr and Founder and CTO at Diagrid). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month. Join the discussionChangelog++ members save 10 minutes on this episode because they made 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. Raycast – Raycast is a blazingly fast, totally extendable launcher. It lets you complete tasks, calculate, share common links, and much more. Turn Pro to harness the power of AI, make Raycast your own with custom themes, keep your Macs in sync and more on the way. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today. GitHub – Harnessed for productivity. Designed for collaboration. Celebrated for built-in security. Welcome to the platform developers love. Featuring:Jeffrey Sica – GitHub, LinkedIn, Mastodon, XEddie Zaneski – GitHub, LinkedIn, Mastodon, XYaron Schneider – GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes:Part 1 Cloud Native Computing Foundation The Endowment effect Part 2 Kubernetes CLI Special Interest Group (SIG) Part 3 Dapr Dapr on cncf.io Something missing or broken? PRs welcome!