We are on the other side of "big data" hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI world by storm. We dive into what makes DuckDB, a free, in-process SQL OLAP database management system, unique including its ability to execute lighting fast analytics queries against a variety of data sources, even on your laptop! Along the way we dig into the intersections with AI, such as text-to-sql, vector search, and AI-driven SQL query correction.

Shay Banon, the creator of Elasticsearch, joins us to discuss pulling off a reverse rug pull. Yes, Elasticsearch is open source, again! We discuss the complexities surrounding open source licensing and what made Elastic change their license, the implications of trademark law, the personal and business impact of moving away from open source, and ultimately what made them hit rewind and return to open source.

Yasir Ekinci joins Johnny & Mat to talk about how virtually every Observability vendor is rushing to add Generative AI capabilities to their products and what that entails from both a development and usability perspective.

Will Crichton wishes some naming conventions would die already, GitHub user brjsp noticed that Bitwarden's new SDK dependency isn't open source, Joaquim Rocha details his forking best practices, Sophie Koonin explains why you should go to conferences & Mike Hoye puts WordPress on SQLite.

Zac Smith left his role leading Equinix Metal in June of 2023. Since then, he's been thinking deeply about the present and potential future of data centers, OEMs, chip makers & more.

Adam Jacob remains optimistic about the future for infrastructure and is building new ideas to make it better.

This week we're going back in time to one of our top performing shows of all time where we talk with Matt Rickard about his blog post Reflections on 10,000 Hours of Programming. These reflections are about deliberately writing code for 10,000 hours. Most don't apply to beginners. He was clear to mention that these reflections are purely about coding, not career advice or soft skills. If you count the reflections we cover on the show and be the first to comment the amount of reflections on this thread in Zulip, we'll give you a coupon code to use for a 100% free t-shirt from the merch store. Good luck...

KBall interviews Jerod about the tools he uses in development, podcasting & business. We start with text editors & terminal tools, move to podcast recording & editing tools, discuss the open source podcasting platform Jerod built in Elixir, then finish with tools to run a small business & our approaches to genAI. Oh, and you don't want to miss Jerod's Big Confession!

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipelines. Along the way, he introduces us to things like Marvin, their AI engineering framework, and ControlFlow, their agent workflow system.

Nicholas Bloom finds WFH is powering a productivity boom, Matt Mullenweg has decided that WP Engine's beatings will continue until morale improves, Levels.fyi has added a salary heat map, Gareth Edwards highlights just how fragile the Internet really is & Artem Zakirullin details how cognitive load is what really matters in software development.

Go Time co-host, Johnny Boursiquot, joins Adam & Jerod to discuss not making the (first) cut, applying Founder Mode, being a cog (or not), realizing that companies are posting fake engineering jobs & the (maybe) imminent demise of the .io TLD.

Lili Cosic's experience at different companies & communities has given her insights into what's important & when to adapt to learn new (or old) things.

John Nunemaker joins us to share his new thesis for acquiring Rails based SaaS apps. He's early days on his next big thing called Very Good Software and recently acquired Fireside, a podcast hosting service started by Dan Benjamin. This comes after many years since John's acquisition of a lifetime of Speakerdeck to GitHub, which laid the foundation for these moves.

Jerod & KBall discuss a trio of goings on in/around the web dev world: Evan You's new startup, Matt Mullenweg's WordPress mess & Ryan Carniato's WebComponents debate.

The last time we did a roundup of our unpopular opinion polls, it was November of 2021! That's too long ago, so today we fix that bug. Join Go Time producer, Jerod Santo, as he ranks & reviews the most (un)popular opinions of 2022.

As Argilla puts it: "Data quality is what makes or breaks AI." However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generation & AI-generated labeling / feedback.

A bias against hyperlinking has developed on platforms, GitHub engineering continues to evolve Issues, Evan You announces VoidZero, some companies are only pretend hiring & Klaas van Schelven asks: does it scale (down)?

Dave Eddy has learned systems programming the traditional way with books and man pages. Now he's sharing what he's learned, starting with bash.

Abi Noda, co-founder and CEO at DX, joins the show to talk through data shared from the Stack Ocverflow 2024 Developer Survey, why devs are really unhappy, and what they're doing at DX to help orgs and teams to understand the metrics behind their developer's happiness and productivity.

Tomek Sułkowski from TutorialKit joins Jerod to tell him all about the open source toolkit for creating awesome, interactive tutorials without having to code up the hard parts.

In this episode, we will be talking to Russ Cox, who joined the Go team at Google in 2008 and has been the Go project tech lead since 2012, about stepping back & handing over the reins to Austin Clements, who will also join us! We also have Cherry Mui, who is stepping into Austin's previous role as tech lead of the “Go core”.

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and GenAI apps to the point of real enterprise value (even with the Big Cos of the world). In this episode, Mike joins us to share some stories from the AI trenches & highlight what it takes (practically) to show what is possible, doable & scalable with AI.

Jerod is joined by the co-hosts of core.py , Pablo Galindo & Łukasz Langa, a podcast about Python internals by people who work on Python internals. Python 3.13 is right around the corner, which means the Global Interpeter Lock (GIL) is now experimentally optional! This is a huge deal as Python is finally free-threaded. There's more to discuss, of course, so we get into all the gory details.

OpenFreeMap puts OpenStreetMap data on your website for free, Fatih Arslan builds a Dieter Rams inspired iPhone dock, Joseph Gentle thinks the Rust programming language feels like a first-gen product & the web dev community is debating the viability of Web Components once again.

Nick Nisi joins Adam and Jerod to talk about Karaoke, ARC and the business model of web browsers, this WordPress drama, and an epic bonus for Changelog ++ subscribers.

The ability to learn on the job has been a critical skill for David Beale throughout his career. Is the job market not allowing that anymore?

Jerod is joined by Ryan Dahl to discuss his second take on leveling up JavaScript developers all around the world. Jerod asks Ryan why not try to fix or fork Node instead of starting fresh, how Deno (the open source project) can avoid the all too common rug pull (not cool) scenario, what's new in Deno 2 & their pragmatic decision to support npm, they talk JSR, they talk Deno KV & SQLite, they even talk about Ryan's open letter to Oracle in an attempt to free the unused "JavaScript" trademark from the giant's clutches.

Jerod is joined by Ryan Dahl to discuss his second take on leveling up JavaScript developers all around the world. Jerod asks Ryan why not try to fix or fork Node instead of starting fresh, how Deno (the open source project) can avoid the all too common rug pull (not cool) scenario, what's new in Deno 2 & their pragmatic decision to support npm, they talk JSR, they talk Deno KV & SQLite, they even talk about Ryan's open letter to Oracle in an attempt to free the unused "JavaScript" trademark from the giant's clutches.

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is it, is it hype, what is practical? One of our all time favorite podcast friends, Prashanth Rao, joins us to dig into this topic beyond the hype. Prashanth gives us a bit of background and practical use cases for GraphRAG and graph data.

Tech twitter ("tech X"?) is abuzz with Paul Graham's Founder Mode essay. How does that affect you or come into play when you're not a founder? Does it matter at all to you, your projects & your code?

Mahmoud Mousa releases Sidekick, a tool for hosting side projects on a cheap VPS, Ryan Dahl, has had enough of Oracle bogarting "JavaScript" but not even using it, Thomas Rampelberg's kty is a sweet terminal for Kubernetes, Redis users are considering alternatives after their relicense & a bunch of smart JS folks wrote up nine Node.js pillars.

Gerhard Lazu joins us for Kaizen 16! Our Pipe Dream™️ is becoming a reality, our custom feeds are shipping, our deploys are rolling out faster & our tooling is getting `just` right.

uBlue is trying to build the world's best Linux experience for developers and gamers. Jorge Castro joins Justin & Autumn to tell us how it's going.

Nick is joined by Josh Goldberg & Dimitri Mitropoulos to discuss SquiggleConf, a new conference focused on web dev tooling. We explore the motivations behind creating a conference dedicated to developer tools, the challenges of organizing both conferences and local meetups, and strategies for building engaged tech communities. We also discuss the importance of developer tooling, the pandemic's impact on tech events, and share insights on encouraging new speakers and creating inclusive environments & more!

Jimmy Miller talks to us about his experience with a legacy codebase at his first job as a programmer. The codebase was massive, with hundreds of thousands of lines of C# and Visual Basic, and a database with over 1,000 columns. Let's just say Jimmy got into some stuff. There's even a Gilfoyle involved. This episode is all about his adventures while working there.

In this follow-up to episode #306, "How soon until AI takes my job?", the gang of (grumpy?) veteran software engineers candidly chat about how their day to day is changing in the midst of improving AI tooling & hype.

Recently the company stewarding the open source library scikit-learn announced their seed funding. Also, OpenAI released "o1" with new behavior in which it pauses to "think" about complex tasks. Chris and Daniel take some time to do their own thinking about o1 and the contrast to the scikit-learn ecosystem, which has the goal to promote "data science that you own."

Scott Chacon writes up his insider take on GitHub's success, Sentry wants other companies to take the Open Source Pledge, Benj Edwards used AI to reproduce his late father's handwriting, Dave Kiss explains the current hype that PHP is getting & Taylor Otwell raises $57 million series A from Accel.

David created a successful YouTube channel but knew to take things to the next level he'd need to own more of the stack.

Jerod & Adam share our Zulip first impressions, react to Elasticsearch going open source (again), discuss Christian Hollinger's blog post on why he still self-hosts & answer a listener question: how do we produce podcasts?

Chris Shank has been on sabbatical since January, so he's had a lot of time to think deeply about the web platform. On this episode, Jerod & KBall pick Chris' brain to answer questions like, what does a post-component paradigm look like? What would it look like if the browser had primitives for building spatial canvases? How can we make it easier to make “folk interfaces” on the web?

Erez Zukerman shares the story of launching the ErgoDox EZ on Indiegogo (May 2015), what it takes to create customizable ergonomic keyboards, the benefits of split keyboards and custom key layouts, repairability and longevity, community engagement, and the attention to detail required in everything they create. We talk through their keyboard lineup, our personal experience with how we mouse and keyboard...we cover it all.

Dinis Cruz drops by to chat about cybersecurity for generative AI and large language models. In addition to discussing The Cyber Boardroom, Dinis also delves into cybersecurity efforts at OWASP and that organization's Top 10 for LLMs and Generative AI Apps.

Join Johnny as he dives into the world of home automation with Ricardo Gerardi & Mike Riley, two tinkerers who've taken the plunge with Go. We explore the challenges (and the fun) they encounter along the way. If you're interested in automating your home (or working with micro controllers) come learn how to get started!

A Rust for Linux developer resigns amidst rising tension in the Linux community, Bret Victor shows off what he's been working on for years, Rachel (by the bay) laments how useless "SRE" has become as a role, Doug Turnbull makes the case for hiring junior devs & Baldur Bjarnason says the LLM honeymoon phase is about to end.

Emily Freeman joins the show alongside our Ship It co-host, Justin Garrison! We hear Emily's burnout story & learn how she and Forrest Brazeal are putting tech-focused influencers on tap. But first: area code turf wars, bad movie reboots & buying used DVDs... at Starbucks?!

Du'An Lightfoot, dev advocate at AWS, joins Justin & Autumn to discuss networking, a knowledge gap people many people have. You can ignore the things you don't understand or you can invest time to learn it.

Jerod, Nick & Chris discuss a next-gen JavaScript bundler, Node getting even tighter with TypeScript, the top programming languages according to IEEE Spectrum, Chris' feelings on Node's built-in test runner & more!

We're joined by Alya Abbott from Zulip, the open source, organized, threaded, team chat for distributed teams of all sizes. We talk about Zulip's origins, how it's open source, the way it's led, no VC funding, what makes it different/better, how you can self-host it or use their cloud, moving to Zulip, contributing and being a part of the community...all the things.

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don't miss this one if you are wanting to understand the AI ecosystem holistically and how models, embeddings, data, prompts, etc. all fit together.

The Cursor AI code editor raises $60 million, RedMonk's Rachel Stephens tries to determine if rug pulls are worth it, Caleb Porzio details how he made $1 million on GitHub Sponsors, Elastic founder Shay Banon announces that Elasticsearch is open source (again) & Tomas Stropus writes about the art of finishing.

What if your infrastructure diagram was responsible for the actual infrastructure?! John Watson & Scott Prutton from System Initiative join Justin & Autumn to discuss.

What happens when you take two #define champs (Taylor Troesh, Thomas Eckert), a grizzled veteran (Adam Stacoviak), a british bard (Mat Ryer), a PhD (Carol Lee) & you pit them against each other in a game of fake tech definitions?! There's only one way to find out...

How do you systematically measure, optimize, and improve the performance of LLM applications (like those powered by RAG or tool use)? Ragas is an open source effort that has been trying to answer this question comprehensively, and they are promoting a "Metrics Driven Development" approach. Shahul from Ragas joins us to discuss Ragas in this episode, and we dig into specific metrics, the difference between benchmarking models and evaluating LLM apps, generating synthetic test data and more.

Ryan Worl, Co-founder and CTO at WarpStream, joins us to talk about the world of Kafka and data streaming and how WarpStream redesigned the idea of Kafka to run in modern cloud environments directly on top of object storage. Last year they posted a blog titled, "Kafka is dead, long live Kafka" that hit the top of Hacker News to put WarpStream on the map. We get the backstory on Kafka and why it's so widely used, who created it and for what purpose, and the behind the scenes on all things WarpStream.

Simon Wijckmans from c/side joins Jerod & Nick to discuss the Pollyfill attack in detail. What does it mean for web developers & client-side security going forward?

On this episode, Angelica is joined by Go community leaders from around the world: meetup organizers from Guadalajara, St. Louis, New York & Go Bridge Atlanta. Together, they explore the ins & outs of organizing meetups, the benefits of attending, the Go Developer Network (GDN) & the current state of the Go Meetup community.

Waymo cars make bad neighbors, Leonardo Creed pulls together wisdom from Linus Torvalds & the Art of Unix Programming to conclude what good programmers worry about, Max Schmitt makes the argument that toast notifications create a bad user experience, ChartDB is a web-based database diagramming editor, Simon Tatham makes a list of code review anti-patterns & scientists confirm that 'flow state' is very much a thing.

Adam & Jerod catch up with our ol' friend, Suz Hinton! It's been a couple years since Suz was a regular on JS Party. Since then, she moved back to Australia, earned a degree in cyber security & won a fidget spinner from the NSA... but that's not all!

Silvia Botros joins Justin & Autumn for a phenomenal conversation about databases, her career path & the ins/outs of writing _High Performance MySQL_.

Eric Bailey joins Jerod to discuss everything Dungeons & Dragons taught him about writing alt text, building accessible websites, Primer, the problem with a11y overlays & more.

If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more.

Flavors of Ship It on The Changelog — if you're not subscribed to Ship It yet, do so at shipit.show or by searching for "Ship it" wherever you listen to podcasts. Every week Justin Garrison and Autumn Nash explore everything that happens after `git push` — and today's flavors include running infrastructure in space, managing millions of machines at Meta, and what it takes to control your 3D printer with OctoPrint.

This episode focuses on the art of delivering concise Lightning Talks, a popular format at conferences worldwide where speakers present in a short timeframe. Joined by some of this year's GopherCon Lightning Talkers, we'll discuss their experiences, challenges & tips for effective communication within a limited time.

Chris Stjernlöf got nerd-sniped and ended up writing down his practices of reliable software design, Ben Visness has had enough with the npm community's propensity to pull in micro-libraries to suit every need, "Stay SaaSy" makes three metaphors for problem solving categories, Troy Hunt takes us inside the "3 billion people" National Public Data breach & Dasel is one data tool to rule them all.

You won't believe the bizarre secrets Jordan Eldredge found investigating corrupt Winamp skins (#7 will shock you)! You also won't believe how long we can wax nostalgic about the era of Napster, Aladdin & Pearl Jam.

Justin & Autumn are joined by Steven Wu from Scanner. Scanner built logging infrastructure focused on security teams and occasional querying. We dive deep into how architectural decisions affect your business.

Raphael Landaverde & Jake Shirley work on Minecraft full-time. How cool is that?! On this episode, they join Jerod to tell us all about the web tech that drives Minecraft's scripting infrastructure, how they incrementally change a massive / always-moving target, the best / worst parts of the job & much more.

Andreas Kling and Chris Wanstrath have joined forces to form a non-profit called Ladybird Browser Initiative to manage the newly forked Ladybird browser. We discuss what it's going to take to get to alpha, the why behind Ladybird, avoiding incentives other than those of the users, their plans for incremental adoption of Swift as the successor language over C++, and of course what they hope Ladybird can achieve as a truly independent open source browser that's for the people.

You might have heard that "AI is only as good as the data." What does that mean and what data are we talking about? Chris and Daniel dig into that topic in the episode exploring the categories of data that you might encounter working in AI (for training, testing, fine-tuning, benchmarks, etc.). They also discuss the latest developments in AI regulation with the EU's AI Act coming into force.

Kris, Angelica & Johnny react to the recently announced Go team changes, discuss the finding that 80% of developers surveyed by Stack Overflow are unhappy & disagree about the concept of tech debt (but agree that something's gotta give).

Jimmy Miller tells us about the best, worst codebase he's ever seen, The Phylum Research Team follows up on the great npm garbage patch, Zach Leatherman logs his findings on sneaky serverless costs, David Cain wants you to go on quests instead of goals & Ashley Janssen gives us szeven rules for effective meeting culture.

Tim Banks joins Justin and Autumn — there's nothing quite like being punched in the face by Zookeeper or being taken down by a "hot" shard.

Database aficionado, Ben Johnson, joins Jerod to answer the age ol' question: which database should you use? Answering that isn't always easy, which means it's time to play the "It Depends" jingle & weigh (some of) the options.

We're talking OpenAPI this week! Kris & Johnny are joined by Jamie Tanna, one of the maintainers of oapi-codegen, to discuss OpenAPI, API design philosophies, versioning, and open source maintenance and sustainability. In addition to the usual laughs and unpopular opinions, this week's episode includes a Changelog++ section that you don't want to miss.

Dennis E. Taylor joins the show to take us "Into the Bobiverse" and other books he's written. Dennis shares the backstory on how he went from programmer to author/writer and creator of Audible's Best Science Fiction Book of 2016, his process for iterating and developing the story as he writes, plans for a Bobiverse movie, and what's next in book 5 coming out in September 2024.

There is an increasing desire for and effort towards GPU alternatives for AI workloads and an ability to run GenAI models on CPUs. Ben and Greg from Intel join us in this episode to help us understand Intel's strategy as it related to AI along with related projects, hardware, and developer communities. We dig into Intel's Gaudi processors, open source collaborations with Hugging Face, and AI on CPU/Xeon processors.

The latest Stack Overflow Developer Survey has some concerning results, Joeri Sebrechts helps you do plain vanilla web dev, MIT's "missing semester" course looks pretty amazing, a dive into the fascinating history of CSV & a tool to get request analytics from the nginx access logs.

Adam Jacob goes solo with Adam for an epic pod into his journey to get to System Initiative. From SysAdmin at 8 years old, to discovering Linux and working for Mom-and-pop ISPs, to open source changing his life and starting Opscode and building Chef. Buckle up. This is a different flavor of "Friends" for you. Enjoy.

Deploying new applications can be tough. Deploying configuration management safely at scale with stores around the world is different. Martin Jackson joins us to discuss.

Node.js makes big TypeScript & SQLite moves, ECMAScript 2024 adds some niceties to the language (but not the ones you're probably excited for) & we review the State of React 2023 results. Emergency?! Nick!

We discussed "🥦 Broccoli AI" a couple weeks ago, which is the kind of AI that is actually good/healthy for a real world business. Bengsoon Chuah, a data scientist working in the energy sector, joins us to discuss developing and deploying NLP pipelines in that environment. We talk about good/healthy ways of introducing AI in a company that uses on-prem infrastructure, has few data science professionals, and operates in high risk environments.

Joseph Jacks (JJ) is back! We discuss the latest in COSS funding, his thesis for investing in commercial open source companies, the various rug pulls happening out there in open source licensing, and Zuck/Meta's generosity releasing Llama 3.1 as "open source."

We check out the upcoming 1.23 release for new language features and improvements, including iterator functions and supporting packages.

The Switzerland federal government requires releasing its software as open source, Google decides not to deprecate third-party cookies, Mark Zuckerberg says "open source" AI is the path forward, GitHub allows anyone access to deleted / private repository data & Tailscale wants to build a New Internet.

Michael Gat joins us for a look back on mainframes & why sometimes deploying on a Friday IS the right thing to do.

Robert Ross joins us in CrowdStrike's wake to dissect the largest outage in the history of information technology... and what it means for the future of the (software) world.

Josh Goldberg joins Nick & Chris to discuss the latest updates from ESLint, typescript-eslint & the new flat config format. They also discuss creating reusable configs & project generators before pivoting to talk about a new conference focused on developer tooling. Finally, Chris & Josh talk about the past, present & future of Mocha.

Adam Lisagor (Sandwich Video founder) takes us behind the Sandwich to share his insights into the importance of storytelling in the tech industry, the value of helping Founders communicate their stories effectively, the details behind his new AI company, and the apps he's making for Apple Vision Pro at Sandwich Vision.

This week Daniel & Chris hang with repeat guest and good friend Demetrios Brinkmann of the MLOps Community. Together they review, debate, and poke fun at the 2024 Gartner Hype Cycle chart for Artificial Intelligence. You are invited to join them in this light-hearted fun conversation about the state of hype in artificial intelligence.

Jesús Espino from Mattermost tells Natalie all about (the final four of) his 10 “aha moments” he had reading the Go source code. Don't miss Part 1!

Brendan Gregg details how eBPF can help us have no more blue Fridays, Misty De Meo thinks GitHub is starting to feel like legacy software, Gavin D. Howard does not want Rust to be used for everything, The Notion team published a deep dive into how they used the WASM version of SQLite to improve browser performance & Gregor Ojstersek writes up how to build good relationships inside and outside your engineering teams.

Nick Janetakis is back and this time we're talking about TUIs (text-based user interfaces) — some we've tried and some we plan to try. All are collected from Justin Garrison's Awesome TUIs repo on GitHub. This episode is "AI free."

GitLab has changed a lot over the past 8 years and so has Abubakar. Starting in the help desk he's seen a lot and takes us through GitLab's and his progression.

KBall and returning guest Tejas Kumar dive into the topic of building LLM agents using JavaScript. What they are, how they can be useful (including how Tejas used home-built agents to double his podcasting productivity) & how to get started building and running your own agents, even all on your own device with local models.

Jesús Espino from Mattermost tells Natalie all about (the first six of) his 10 "aha moments" he had reading the Go source code. Part 2 (with the rest of his aha moments) coming soon!

In the midst of the demos & discussion about OpenAI's GPT-4o voice assistant, Kyutai swooped in to release the *first* real-time AI voice assistant model and a pretty slick demo (Moshi). Chris & Daniel discuss what this more open approach to a voice assistant might catalyze. They also discuss recent changes to Gartner's ranking of GenAI on their hype cycle.

Benn Stancil’s weekly Substack on data and technology provides a fascinating perspective on the modern data stack & the industry building it. On this episode, Benn joins Jerod to dissect a few of his essays, discuss opportunities he sees during this slowdown & discuss why he thinks maybe we should disband the analytics team.

Marcus J. Ranum’s 2005 post on dumb ideas in computer security still holds up, Barry Jones argues why story points are useless, Posting is an HTTP client as a TUI, Varnish ceator Poul-Henning Kamp (phk) reflects on ten years of working on the HTTP cache & es-tookit is a major upgrade to Lodash.

Shawn “swyx” Wang is back to talk with us about the state of DevRel according to ZIRP (the Zero Interest Rate Phenomenon), the data that backs up the rise and fall of job openings, whether or not DevRel is dead or dying, speculation of the near-term arrival of AGI, AI Engineering as the last job standing, the innovation from Cognition with Devin as well as their mis-steps during Devin’s launch, and what’s to come in the next innovation round of AI.

Git was designed to be distributed but there is a lot of gravity around GitHub. What does the model look like for a business that encourages you to run your own git server and what does the backend for gitea.com look like?

Paul Copplestone, CEO of Supabase (the meme-lord himself), joins the show to take us on the journey of Supabase leading Postgres for life, and how it all starts with Postgres as the base-layer substrate for the entire Supabase platform. They’re laser focused on the drive ahead, not the rear-view mirror. Disclosure: Adam and Jerod are angel investors in Supabase.

KBall takes another dive into recent hot topics around reactivity and build systems, this time with three members of the Ember core team. They also talk about some of the reasons why the Ember community has been so long lived, how thinking about upgradeability leads to universality, and how features first built specifically for frameworks make their way into the language specification or universal libraries.

Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone. Roie starts with a very lucid explanation of why you need a vector database in your machine learning pipeline, and then goes on to discuss Pinecone’s vector database, designed to facilitate efficient storage, retrieval, and management of vector data.

Mat Ryer has been writing HTTP services in Go for more than 13 years. Needless to say, he’s learned a lot along the way. Today, Johnny & Ian sit down with Mat to ask him all about it.

Marcus Buffett writes his younger self programming advice, Swyx asks and answers whether or not DevRel is dead, the Ghost team opens up their ActivityPub server, Pongo is like MongoDB but on Postgres, Jack Kelly is funding Ladybird because he can’t fund Firefox & Hyrum’s Law.

Gareth Greenaway from the Salt project joins us for a trip down memory lane with configuration management and why open source projects have changed over the past decade.

Adam & Jerod discuss the news! But first, we discuss how you can keep up with the software world (good question, Tyler Boyd!) On the docket: Developer job postings trend, the Ladybird Browser Initiative, the Polyfill.js supply chain attack & is the future self-hosted?

Philipp Burckhardt, Athan Reines & the team behind stdlib.io believe in a future in which the web is a preferred environment for numerical computation. They’ve been working toward building that future for over a decade. Thanks to listener, Brian Zelip, Jerod sits down with Philipp to learn all about this excellent effort: where it’s been & where it’s headed.

Dependencies! We need them, but how do we use them effectively and safely? In this week’s episode Kris is joined by Ian and Johnny to discuss the polyfill.io supply chain attack, the history of dependency management and usage in Go, and the Go Proverb that “a little copying is better than a little dependency”. Of course, we wrap up the episode with some Unpopular Opinions!

Carol Lee (Clinical Scientist) shares her research on code review anxiety. We dive deep into her recent research paper “Understanding and Effectively Mitigating Code Review Anxiety”. We get into all the nooks and crannies of this topic — common code review myths, strategies for coping, the need for awareness and self-reflection, the value of exposure and practice to build confidence, the importance of team dynamics, respect, empathy, and connection, and more. This show is jam-packed with goodies for everyone…and we even give a nod to the work we did on our podcast Brain Science.

We’ve had representatives from Stanford’s Institute for Human-Centered Artificial Intelligence (HAI) on the show in the past, but we were super excited to talk through their 2024 AI Index Report after such a crazy year in AI! Nestor from HAI joins us in this episode to talk about some of the main takeaways including how AI makes workers more productive, the US is increasing regulations sharply, and industry continues to dominate frontier AI research.

Software developer jobs are trending down, the creator of dotenv creates a better dotenv, the Chrome team puts Gemini Nano AI model right inside your browser, a pollyfill.js supply chain attack hits 100k+ sites & Steph Ango asks, “What can we remove?”

Bailey Hayes & Taylor Thomas from Cosmonic join the show for a look at WebAssembly Standard Interfaces (WASI) and trade-offs for portable interfaces.

Welcome to Kaizen 15! We go deep on the big Changelog News redesign, give shout outs to folks who’ve helped us along the way & Gerhard takes us on his journey to turn Jerod’s pipe dream into a reality!

Jerod sits down with React Native aficionado, Simon Grimm, to catch up on everyone’s favorite native app platform & learn about Expo, which Simon thinks is the way forward for devs building with React Native.

Predrag Gruevski and Chris Krycho joined the show to talk about SemVer. We explore the challenges and the advantages of semantic versioning (aka SemVer), the need for improving the tooling around SemVer, where semantic versioning really shines and where it’s needed, Types and SemVer, whether or not there’s a better way, and why it’s not as simple as just opting out.

Daniel & Chris engage in an impromptu discussion of the state of AI in the enterprise. Then they dive into the recent Apple Intelligence announcement to explore its implications. Finally, Daniel leads a deep dive into a new topic - Advanced RAG - covering everything you need to know to be practical & productive.

Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon EU Berlin 2024! Join in & play along as we see which team can better guess what these GopherCon gophers had to say!

Søren Fuglede Jørgensen builds a font thats also an LLM, Hugo Landau writes about the demise of the mildly dynamic website, SQL Studio is the simplest little database explorer ever, Mathew Duggan reviews GitHub Copilot Workspace & Stephan Schmidt lays out the case against mocking + what to do instead.

Daniel Stenberg shares his guiding principles for BDFL’ing curl, gives us his perspective on the state of the internet, talks financial independence, ensuring curl won’t be the next XZ & more!

Devyn Cairns & Jakub Žádník join Justin & Autumn to talk about building a new kind of cross-platform shell that provides easy extensions with traditional command compatibility. That’s no easy feat!

Polypane purveyor Kilian Valkhof joins Nick & Jerod to tell us all about his efforts building a web browser just for web development. We cover it all: from the business concerns, to the technical details, to his excellent choice not to use TypeScript! We even sneak in a feature request that already made its way into this excellent dev tool for ambitious web developers.

Jacob DePriest, VP and Deputy Chief Security Officer at GitHub, joins the show this week to talk about securing GitHub. From Artifact Attestations, profile hardening, preventing XZ-like attacks, GitHub Advanced Security, code scanning, improving Dependabot, and more.

Daniel & Chris sit down with Denis Yarats, Co-founder & CTO at Perplexity, to discuss Perplexity’s sophisticated AI-driven answer engine. Denis outlines some of the deficiencies in search engines, and how Perplexity’s approach to information retrieval improves on traditional search engine systems, with a focus on accuracy and validation of the information provided.

This week we’re catching up on the news! Kris is joined by Ian to discuss some of the recent news from around the Go community. Listen in to hear whether the co-hosts believe there’s software that shouldn’t be written in Go, their thoughts on if Go is evolving in the right direction & whether common nouns make good package names.

Luminousmen writes about Senior Engineer Fatigue, Microsoft rethinks its AI-based Recall feature, Mike Hoye gives a big shout out to the “diff” program, Thom Holwerda covers ChromeOS’ quiet switch to Android Linux subsystems & Mihail Eric tells the inside story on how Alexa dropped the ball on being the top conversational system on Earth.

Justin Searls joins us for hot takes on Apple’s 2024 WWDC keynote. Apple Intelligence stole the show, but did it steal our hearts? Oh, and we learn all about Justin’s Vision Pro Life and how he hopes/expects Apple’s latest device to improve in future iterations.

Render founder/CEO Anurag Goel joins us for a look behind their platform. An application native hosting option that hides the lower levels still requires a LOT of infrastructure.

We’ve all heard about breaches of privacy and leaks of private health information (PHI). For healthcare providers and those storing this data, knowing where all the sensitive data is stored is non-trivial. Ramin, from Tausight, joins us to discuss how they have deploy edge AI models to help company search through billions of records for PHI.

Adam & Jerod hallway-track-it between Microsoft Build interviews. Was 1999 the best year in film history? Was 2004 the worst? Have you heard the full story behind Blues Traveler’s “Hook”? Are you still reading this? Go listen! (This episode is for Changelog++ ears only.)

Kelsey Hightower is back to share more of his wisdom. This time it’s one year after his retirement from Google. But guess what? He might be “retired,” but he’s not tired. In this episode Kelsey shares what drives him, what he fears, and how he thinks through his life choices and parenting. This is a good one.

Angelica is joined by Cameron Balahan, Sameer Ajmani & Russ Cox from the Go Team at Google to talk about how things get done on the Go Team, how do they decide what to improve and then how do they go about improving it. We also discuss how they decide what to work when & what the future of Go might look like.

Apple announces its “new” style of AI, piku gives you “git push” deployment on your own servers, Dabo Chen rebuilds nanoGPT in a spreadsheet, Mark Seemann thinks you’ll regret using natural keys in your database design & Glyph Lefkowitz describes his grand unified theory of the AI hype cycle.

Gina Häußge is here to tell us about the infra behind the OctoPrint project, which tests and releases new versions that work on multiple different printers and gets deployed hundreds of thousands of times.

What happens when you take three #define newbs (Thomas Eckert, Nick Nisi, Mat Ryer) & pit them against the grizzled vet, Adam? Find out on this episode because our award-worthy game of fake definitions is back & this time it’s even more legendary!

We’re back with another spicy YepNope debate! This time, Nick & regular guest Eric Clemmons are arguing that web development should need a build step, while KBall & special guest Amy Dutton argue that we really shouldn’t. Of course, the stance each panelist is taking is assigned ahead of time. Is that how they really feel? Tune in to find out!

Mark Russinovich, Eric Boyd & Neha Batra join us to discuss the state of AI for Microsoft and OpenAI at Microsoft Build 2024. It’s safe to say that Microsoft is all-in on AI.

We’ve seen a rise in interest recently and a number of major announcements related to local LLMs and AI PCs. NVIDIA, Apple, and Intel are getting into this along with models like the Phi family from Microsoft. In this episode, we dig into local AI tooling, frameworks, and optimizations to help you navigate this AI niche, and we talk about how this might impact AI adoption in the longer term.

A popular open source iOS authenticator app goes rogue under new ownership, Andreas Kling steps back from SerenityOS & forks Ladybird, Vhyrro takes a thought-provoking try at a “static effect system”, Matt Bessey is over GraphQL & Marc-Andre Giroux still likes GraphQL sometimes (in the right context).

Tech lawyer Luis Villa returns to answer our most pressing questions: what’s up with all these new content deals? How did Google think it was a good idea to ship AI Summaries in its current state? Is it too late to opt out of AI? We also discuss AI in Hollywood (spoilers!), positive things we’re seeing (or hoping for) & Upstream 2024 (June 5th)!

Danielle Lancashire is here to tell us how Fermyon cloud is built on top of nomad and EC2 and how they put it in a box with Kubernetes and WebAssembly.

11ty creator Zach Leatherman is taking the open source site generator fully independent in 2024 and he’s back on the pod to tell us why, how & what we all can do to help.

Scott Guthrie joins the show this week from Microsoft Build 2024 to discuss Microsoft being all-in on AI. From Copilot, to Azure AI and Prompty, to their developer first focus, leading GitHub, VS Code being the long bet that paid off, to the future of a doctor’s bedside manner assisted with AI. Microsoft is all-in on AI and Build 2024’s discussions and announcements proves it.

Angelica is joined by Samantha Coyle to talk about her newly published textbook: Go Programming - From Beginner to Professional. This book serves as a go-to guide to master Go for real-world software dev success covering fundamentals to advanced topics.

At the age of 72, U.S. Representative Don Beyer of Virginia enrolled at GMU to pursue a Master’s degree in C.S. with a concentration in Machine Learning. Rep. Beyer is Vice Chair of the bipartisan Artificial Intelligence Caucus & Vice Chair of the NDC’s AI Working Group. He is the author of the AI Foundation Model Transparency Act & a lead cosponsor of the CREATE AI Act, the Federal Artificial Intelligence Risk Management Act & the Artificial Intelligence Environmental Impacts Act. We hope you tune into this inspiring, nonpartisan conversation with Rep. Beyer about his decision to dive into the deep end of the AI pool & his leadership in bringing that expertise to Capitol Hill.

Swizec’s article on not using AI to writes tests, LlamaFs is a self-organizing file system with Llama 3, a Pew Research analysis confirmed that the internet is full of broken links, Sam Rose built a spectacular interactive study of queueing strategies & Jordan Cutler shares a real-life experience of him writing clear/readable code… and it backfiring.

We kick off our Microsoft Build 2024 “coverage” in this free-wheelin’ conversation with our friend, Shaundai Person! We’re talking Netflix infra, we’re talking sales, we’re talking real-world AI usage, we’re talking career choices…. What’s a good next step? Listen in!

Jon “gzip enthusiast” Johnson joins us for a history lesson on compression & how it impacts everything from containers to Alpine.

Jerod & KBall discuss what’s new in the world of web development: the State of HTML survey results, Node 22, React Compiler, React 19 Beta, vlt.sh & the Gulp (!) Developer Survey.

Based on their experience in Curve and Cloudflare, Matthew Boyle & Chris Shepherd share their experience migrating from PHP to Go.

Bryan Cantrill, Co-founder and CTO of Oxide Computer Company, joins Adam to share his journey from Sun to Oxide – from Sun and Fishworks, to DTrace, to ZFS, to Joyent and Node.js, and now working to build on-prem cloud servers as they should be at Oxide.

Daniel & Chris share their first impressions of OpenAI’s newest LLM: GPT-4o and Daniel tries to bring the model into the conversation with humorously mixed results. Together, they explore the implications of Omni’s new feature set - the speed, the voice interface, and the new multimodal capabilities.

Taylor Troesh writes Kyle explaining “Legacy Software” to the aliens, Vitaly Friedman addresses why so many designers feel misunderstood and under appreciated in business contexts, Oracle dumps Terraform for OpenTofu & hackers discover how to reprogram NES Tetris from within the game.

Andrew Atkinson joins Autumn & Justin to tell them why folks should (and are) picking PostgreSQL as their database in 2024 and how to scale it.

Alex Kretzschmar joins Adam to discuss their experiences with building the “perfect media server” and all the hardware and software involved to make it happen — LinuxServer.io, PerfectMediaServer.com, Plex, Jellyfin, ZFS, mergerfs, TrueNAS, Docker Compose and so much more in this episode.

Two-time React Jammer, Brian Breiholz, joins Jerod & Nick to discuss building 3D games in the browser! We hear of his game jam trials & tribulations, the in-progress game engine he’s building, the dream game he’s been building for a long time & more

Birk Jernström from Polar joins the show to tell us all about the creator platform for developers: why he built it, how it works, why it works how it works, what’s in store for the future & we even give Birk some super deep UX feedback on the funding flow.

There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from hardware innovations through to user interface. In this episode, Josh, Imbue’s CTO, tell us more about their approach and some of what they have learned along the way.

Tim Fisken explains the problem with soft deletion, a simple measure of software dependency freshness is proposed, a deep-dive on sound design in software, a web app with over 80 handy developer tools built in & Luke Plant reminds us that programming mantras are proverbs, not laws.

All of the health anxiety of early internet adopters traced back to WebMD’s self diagnosis. Some sysadmin’s on-call nightmares came from a different part of the site.

Annie Sexton has been on quite a journey since she was last on the show back in early ‘22. On this episode, Annie takes us on that journey, shares her new-found perspective & tells us about how she’s approaching her side project this time around.

Shoelace creator Cory LaViska joins Amal & Jess to tell them all about the forward-thinking library of web components that just joined the Font Awesome family to create Web Awesome.

Yep, you heard that right. Autonomous fighter jets are in the news. Chris and Daniel discuss a modified F-16 known as the X-62A VISTA and autonomous vehicles/ systems more generally. They also comment on the Linux Foundation’s new Open Platform for Enterprise AI.

In this week’s episode we’re talking about the news! In this laugh-filled episode, Kris is joined by Ian & Johnny to discuss the future of Go, both the Go team itself and iterations of packages within the standard library; Microsoft creating a Go blog & a Go fork; and SQLite and Go.

Paul Orlando is back to talk about his book titled “Why Now?” You may remember Paul from his last appearance (a fan favorite) talking with Jerod about complex systems & second-order effects. Paul’s book, “Why Now?” explores the concept of timing and the importance of understanding the ‘why now’ in business and product development. We discuss timing examples from the book that were either too early or too late (such as the first video phone and car phones), the need to consider both technological advancements and user demand when assessing timing, the significance of timing in the success of companies like Apple and the launch of the iPhone, Uber and Heroku, and more. Also, join our Slack community for a chance to get a signed copy of Paul’s book.

Bahaa Zidan says your web framework doesn’t matter, DHH writes about magic machines, Dylan Huang reviews thousands of opinions on HTMX, Tim Ottinger says programming is thinking & Tim Spann says small language models (SLM) for the win.

Anita Zhang is here to tell us how Meta manages millions of bare metal Linux hosts and containers. We also discuss the Twine white paper and how AI is changing their requirements.

Our friend Ron Evans is a technologist for hire, an open source developer, an author, a speaker, an iconoclast, and one of our favorite people in tech. This conversation with Ron goes everywhere: from high-altitude weather balloons, to life on Mars, to Zeno’s paradox applied to ML, to what open source devs should learn from the Wu-Tang Clan & more.

Brian LeRoux joins Jerod to share how the Enhance team are bringing server side rendered web components to everyone. With Enhance WASM, you author components in friendly, standards based syntax and reuse them across multiple languages, frameworks & servers.

This week we’re joined by Dustin Bluck to discuss his acquisition of the well known (and beloved) Castro podcast app to take it indie-focused once again. As previous users of Castro, we were excited to dig into the details behind this popular podcast client to see what’s next, how the deal was done, a peek into the code, and where exactly this indie and creator focused podcast app can go.

What makes a good, bad, and truly great workshop? How do you put together a Go workshop that works, and how do you get the most out of workshops you attend?

We recently gathered some Practical AI listeners for a live webinar with Danny from LibreChat to discuss the future of private, open source chat UIs. During the discussion we hear about the motivations behind LibreChat, why enterprise users are hosting their own chat UIs, and how Danny (and the LibreChat community) is creating amazing features (like RAG and plugins).

Daniel Hooper lists out all the good ideas in computer science, Jeff Geerling declares 2024 the year corporate open source dies, Jared Turner says all kinds of works-in-progress are waste, Daroc Alden covers the leadership crisis in the Nix community & John Hawthorn explains why Ruby may be faster than you think.

In this episode Justin and Autumn are joined by Mandi Walls to take you back to a time before the cloud. Before Kubernetes. When a/s/l was common and servers were made of metal. Back to the days of AOL to discuss how chat rooms worked.

Frequent guest (and almost real-life-friend) Adam Jacob returns to share his spicy takes on all the recent “open source meets business” drama. We also take some time to catch up on the state of his open source-based business, System Initiative.

Ryan Carniato joins Amal & Nick to discuss Solid with a major focus on Signals, which are the cornerstone of reactivity in Solid.

First there was Mamba… now there is Jamba from AI21. This is a model that combines the best non-transformer goodness of Mamba with good ‘ol attention layers. This results in a highly performant and efficient model that AI21 has open sourced! We hear all about it (along with a variety of other LLM things) from AI21’s co-founder Yoav.

This week we’re joined by Louis Pilfold, the creator of the Gleam programming language. For the uninitiated, Gleam is a functional programming language for building type-safe systems that compiles to Erlang and JavaScript and it’s written in Rust. We discuss the inspiration and development of Gleam, how it compares to other languages, where it shines, the overwhelming amount of support Louis is getting through GitHub sponsors, what’s next for Gleam and their near-term plans for a language server.

The 3 Musketeers return! Filippo Valsorda, Roland Shoemaker & Nicola Murino continue their deep-dive conversation with Natalie about Go’s crypto libraries. Also listen to Part 1 and Part 2!

Forrest Brazeal is concerned about the open source threat from within, Vicki Boykis explains why Redis is forked, John O’Nolan and the Ghost team plan to federate over ActivityPub, Llama 3 is now available for “businesses of all sizes” & nolen writes up questions to ask when you don’t want to work.

If Changelog News had an extended edition, this might be it! Jerod & Adam discuss Hashicorp’s Cease and Desist letter, Redis getting forked, Boston Dymanics’ scary cool new robot, Justin Searls’ extensive use of the Apple Vision Pro, Thorston Ball moving from Vim to Zed, Firefox becoming hard to use, Beeper joining Automattic & more.

Paul Frazee joins the show to tell us all about how Bluesky builds, tests, and deploys mobile and web applications from the same code base.

Kelvin Omereshone is here to get you excited about boring, reliable tech. He believes a combination of Sails, Inertia, Tailwind & your frontend rendering library of choice are a great combo for building web apps. Tune in to find out why.

In this episode, Ben Burkert & Chris Stolt join Johhny to explore the ups & downs of trying to get secure local development environments set up, why it’s hard & what you can do about it.

This week Adam is joined by Thomas Paul Mann, Co-founder and CEO of Raycast, to discuss being productive on a Mac, going beyond their free tier, the extensions built by the community, the Raycast Store, how they’re executing on Raycast AI chat which aims to be a single interface to many LLMs. Raycast has gone beyond being an extendable launcher – they’ve gone full-on productivity mode with access to AI paving the way of their future.

2024 promises to be the year of multi-modal AI, and we are already seeing some amazing things. In this “fully connected” episode, Chris and Daniel explore the new Udio product/service for generating music. Then they dig into the differences between recent multi-modal efforts and more “traditional” ways of combining data modalities.

YouTuber “Internet of Bugs” breaks down why AI “software engineer” Devin is no Upwork hero, Redka is Anton Zhiyanov’s attempt to reimplement Redis with SQLite, OpenTofu issues its response to Hashicorp’s Cease and Desist letter, Brian LeRoux introduces Enhance WASM & PumpkinOS is not your average PalmOS emulator.

Our beat freak in residence returns, this time to discuss the shiny new Dance Party album! We deconstruct its nostalgic mix, break down some of our favorite tracks & even learn that BMC is writing a mysterious book…

Why would you want to switch your developer environments from containers to nix? Ádám from LastPass has a few reasons.

This week we’re talking to Scott Chacon, one of the co-founders of GitHub, to discuss the history and future of Git and Scott’s new project Git Butler, a branch manager tool that’s aiming to improve the developer experience of Git using Git. We also touch on the contentious topic of open source licensing and the challenges of defining “Open Source”, FSL vs GPL, and more.

How does Google build Search? What about YouTube and Google Drive? We rely on Chrome’s Lighthouse scores when optimizing our websites, but what does Google prioritize? Recently the Angular and Wiz teams announced their intention to responsibly merge their internal frontend framework, Wiz, with Angular to bring some of Wiz’s best ideas to Angular. We’re chatting with Minko from Angular and Jatin from the Wiz team to learn about how Wiz has been used in Google historically, what it’s good at, and why it’s worth bringing some of its ideas to Angular.

Daniel & Chris delight in conversation with “the funniest guy in AI”, Demetrios Brinkmann. Together they explore the results of the MLOps Community’s latest survey. They also preview the upcoming AI Quality Conference.

Natalie is joined by Carlos Becker (a Brazil-based software developer who maintains GoReleaser and other OSS software) to discuss how GOOS and GOARCH spark joy.

HashiCorp sends OpenTufu a nasty-gram in the wake of Matt Asay’s infringement claims, Polar is like Patreon but for software creators, a Common Corpus of LLM data is released on HuggingFace & Loki is an open source tool for fact verification.

Verónica López, Kubernetes SIG Release tech lead & distributed systems engineer, joins Justin & Autumn to share her experiences deploying services at scale.

Thisis our 14th Kaizen episode! Gerhard put some CDNs to the test, we’ve taken our next step with Postgres on Neon & Jerod pushed 55 commits (but 0 PRs)!

This week Adam is joined by Zeno Rocha — the creator of the beloved Dracula theme and Co-founder and CEO of Resend. They discuss his personal journey and the challenges of balancing work and family life, how becoming a parent has given him new perspectives and influenced his decision to start his own company, the role of citizenship and immigration in his journey, how he prepared for the Y Combinator interview, meeting Paul Graham, the challenges of sending email, and the future of Resend and the possibility of a Series A round.

Felix Geisendörfer & Michael Knyszek join Natalie to discuss Go execution traces: why they’re awesome, common use cases, how they’ve gotten better of late & more.

In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical people. They finish by addressing the evolving balance between generative AI interfaces and search engines.

The big story right now is the recently uncovered backdoor in liblzma (aka XZ) – a relatively obscure compression library that happens to be a dependency of OpenSSH. This incident is noteworthy for so many reasons: the exploit itself, how it was deployed, how it was found, what it says about our industry & how the community reacted. Let’s dig in!

Which is smarter: specializing in a particular tech or becoming more of a generalist? It depends! Which is why Jerod invited “undercover generalist” Adolfo Ochagavía on our “It Depends” series to weigh the pros & cons of each path.

Justin & Autumn take you with them to the 2024 SoCal Linux Expo where they asked six fellow attendees about their favorite open source projects and their least favorite commands.

Jerod, KBall & Nick discuss the latest news: Devin, Astro DB, The JavaScript Registry, Tailwind 4 & Angular merging with Wiz. Oh, and a surprise mini-game of HeadLIES!

Script flipped! Today we’re sharing two interviews of us on Other People’s Podcasts (OPP): Kathrine Druckman from the Open at Intel podcast invited us on the show at KubeCon NA in November and Den Delimarsky hosted Jerod on The Work Item podcast in February.

In this episode Matt, Bill & Jon discuss various debugging techniques for use in both production and development. Bill explains why he doesn’t like his developers to use the debugger and how he prefers to only use techniques available in production. Matt expresses a few counterpoints based on his different experiences, and then the group goes over some techniques for debugging in production.

Daniel and Chris are out this week, so we’re bringing you conversations all about AI’s complicated relationship to software developers from other Changelog pods: JS Party, Go Time & The Changelog.

Redis’ re-licensing prompts forks like Drew DeVault’s Redict, Matthew Miller thinks we need more community built software, Paul Gross makes the case that DuckDB is the new jq, Anton Zhiyanov shares how he makes a living as a developer despite being “pretty dumb” & Baldur Bjarnason chimes in on the state of the web developer job market.

What’s the difference between productivity engineering and platform engineering? How can you continue to re-platform with a moving target? On this episode, we’re joined by Andy Glover, who spent ten years productivity engineering at Netflix, to discuss.

THE Cameron Seay joins us once again! This time we learn more about his life/history, hear all about the boot camps he runs, discuss recent advancements in AI / quantum computing and how they might affect the tech labor market & more!

This week Adam talks with Kris Moore, Senior Vice President of Engineering at iXsystems, about all things TrueNAS. They discuss the history of TrueNAS starting from its origins as a FreeBSD project, TrueNAS Core being in maintenance mode, the momentum and innovation happening in TrueNAS Scale, the evolution of the TrueNAS user interface, managing ZFS compatibility in TrueNAS, the business model of iXsystems and their commitment to the open-source community, and of course what’s to come in the upcoming Dragonfish release of TrueNAS Scale.

In this episode we answer any/all questions from a new Go developer. Features, best practices, quirks of the language… it’s all on the table for discussion.

Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides expert guidance in how to be implement prompt engineering, but also illustrates how we got here, and where we’re likely to go next.

A new badge for open source projects that won’t be getting any maintenance, everything Chip Huyen learned from looking at 900 open source AI tools, CNBC writes up tech’s renewed layoff trend, Teable is a Postgres-Airtable fusion & Target announces an open source fund.

Kyle Quest joins the show to tell Autumn & Justin all about the evolution of DockerSlim & minimal container images. Why are small container images important? What are different strategies to make containers smaller? Let’s find out!

Today you get Sorentwo for the price of one! We are joined by Shannon & Parker Selbert, both halves of the mom-and-pop software shop behind Oban, the robust job processing library that’s been delivering our emails & processing our audio for years.

This week Adam went solo — talking to Kyle Wiens, Founder and CEO at iFixit, about all things Right to Repair. They discussed the latest win here in the US with Oregon passing an electronics Right to Repair law to allow owners the right to get their stuff fixed anywhere as well as limit the anti-repair practices of parts pairing. They also discussed the history of the DMCA, the challenges posed by Section 1201, the challenges of recycling products with glued-in batteries, the need for producer responsibility, the future of repairability, repair scoring systems to inform consumers, and so much more. Did you know that iFixit funds its advocacy work through the sale of its tools and parts? So cool.

Alex & James Moore, founding members of the Open Web Advocacy (OWA), join Amal to talk about the critical work the OWA has been doing to ensure users have browser choice and that web apps can be first-class citizens on mobile devices. We learn about how an ad-hoc group of software engineers worked with regulators, legislators & policymakers to help drive some of the most impactful legislation curbing anti-competitive behaviors on the web for tech giants such as Apple, Google & Microsoft via the EU’s Digital Markets Act (DMA). Tune in for this deeply important & timely discussion as we also unpack recent events with Apple and their DMA (un)compliance, and how the OWA helped successfully organize thousands of web developers from around the world to hold ground for a free & open web.

Jumping into a codebase you’re unfamiliar with can be challenging. Are there better & worse ways to go about it? In this episode, Ian gathers a panel (Johnny, Kris & Jon) to discuss the ins & outs of familiarizing yourself with an existing codebase.

Runway is an applied AI research company shaping the next era of art, entertainment & human creativity. Chris sat down with Runway co-founder / CTO, Anastasis Germanidis, to discuss their rise and how it’s defining the future of the creative landscape with its text & image to video models. We hope you find Anastasis’s founder story as inspiring as Chris did.

Puter puts an entire operating system in your web browser, the kapa.ai team write down how to structure your docs for LLMs, Daytona is an open source Codespaces alternative, Gleam v1.0 has been released & Rolldown is a JavaScript bundler written in Rust.

Autumn and Justin are joined by Chris Swan to discuss tech industry trends like AI and sustainability, gamifying the software development process and motivating devs to write more secure code, OpenSSF Scorecards and how they offer a way to measure and improve the security and compliance of GitHub repos, the scoring system, and the security posture of a repository.

Adam is joined by Robert Ross, Founder and CEO of FireHydrant — they discuss Bourbon, sniffing arms, better software, leading a successful startup, scaling teams, building vs acquiring, and Adam even gets Robert to commit to watching Silicon Valley!!

This week we’re talking about DNS with Paul Vixie — Paul is well known for his contributions to DNS and agrees with Adam on having a “love/hate relationship with DNS.” We discuss the limitations of current DNS technologies and the need for revisions to support future internet scale, the challenges in doing that. Paul shares insights on the future of the internet and how he’d reinvent DNS if given the opportunity. We even discuss the cultural idiom “It’s always DNS,” and the shift to using DNS resolvers like OpenDNS, Google’s 8.8.8.8 and Cloudflare’s 1.1.1.1. Buckle up, this is a good one.

This week, Amal and Nick are joined by Rick Viscomi and Annie Sullivan from the Chrome team to dive into Core Web Vitals, a set of performance metrics geared towards helping developers surface web page quality signals that are key to delivering great user experiences. We deconstruct the different vitals and learn how they are helpful, as well as introduce the newest vital to hit the scene, Interaction to Next Paint (INP). Join us for a fun and nerdtastic discussion as we dive into the humbling universe of web performance!

While everyone is super hyped about generative AI, computer vision researchers have been working in the background on significant advancements in deep learning architectures. YOLOv9 was just released with some noteworthy advancements relevant to parameter efficient models. In this episode, Chris and Daniel dig into the details and also discuss advancements in parameter efficient LLMs, such as Microsofts 1-Bit LLMs and Qualcomm’s new AI Hub.

We’re all thinking about it and wondering if our job is safe from AI. Maybe. Maybe not. In this episode Johnny Boursiquot is joined some industry veterans who have been through multiple innovation cycles to share their insights and advice on this subject.

Apple backs off killing web apps (but the fight continues), Luka Kladaric writes about how to ship quality software in hostile environments, Deno’s new package registry is an npm superset, Martin Fowler on the value of periodic face-to-face & Eugene Ghanizadeh wants us to get more decentralized than the Fediverse. Leave us nice words!

Wanny Morellato & Deepak Mohandas from Kong join Justin & Autumn to discuss building, testing & running a load balancer that can run anywhere.

The Zed text editor has come a long way since Nathan Sobo came on the show last year to tell us about this follow-up to Atom. Zed is open source now, has the underpinnings of collaboration built in, is beginning its journey toward full extensibility, is coming to Linux soon & shows serious promise if Nathan’s team can mix their secret sauce just right.

Nick delves into the intricacies of technical book writing with authors Adrienne Braganza Tacke and Dylan Hildenbrand. We talk about the process of working with a publisher, coming up with an outline, actually writing the book, and everything that comes after the book is finished.

This week Adam is joined by Quinn Slack, CEO of Sourcegraph for a “2 years later” catch up from his last appearance on Founders Talk. This conversation is a real glimpse into what it takes to be CEO of Sourcegraph in an era when code intelligence is shifting more and more into the AI realm, how they’ve been driving towards this for years, the subtle human leveling up we’re all experiencing, the direction of Sourcegraph as a result — and Quinn also shares his order of operations when it comes to understanding the daily state of their growth.

Listen to our newest album called Dance Party as a podcast! This is an EPIC bundle of BMC bangers. We double dog dare you to listen and try NOT to dance 🕺

Recently, we briefly mentioned the concept of “Activation Hacking” in the episode with Karan from Nous Research. In this fully connected episode, Chris and Daniel dive into the details of this model control mechanism, also called “representation engineering”. Of course, they also take time to discuss the new Sora model from OpenAI.

Angelica is joined by the wonderful Anthony Starks to discuss creative coding to create art & visualizations with Go. Anthony is an independent developer/designer interested in data visualization, generative art, building tools & combining art + code.

GPTScript is a new scripting language to automate your interactions with LLMs, Adam Wiggins conducts a retrospective on Muse, Nikita Prokopov surveyed a bunch of popular websites to see how much JS they loaded on their pages, Pages CMS is a no-hassle CMS for GitHub pages & Jim Nielsen writes about the subversive hyperlink.

Mike McQuaid, maintainer of Homebrew, and now CTO at Workbrew joins us to discuss open tabs, social media spam and distractions, TikTok’s addictive nature, Apple Vision Pro and its potential future, the maintenance of software, the swing back to old school web development, the value of telemetry in open source projects, Mike’s ongoing involvement in Homebrew and what they’re working on at Workbrew, Homebrew’s relationship with Apple, the importance of developer experience, and sooo much more.

What do you do when your infrastructure runs 1000 miles away and you only have access every 90 minutes? Find out from Andrew Guenther from Orbital Sidekick.

Apple kills EU web apps, Amazon launches a JS runtime optimized for serverless workloads & we play a game of 20 (15) questions to welcome Jessica Sachs to the party!

Today we speak with Ellie Huxtable, the creator of a magical open source tool for syncing, searching & backing up your shell history. Along the way we learn all about the sync service, why she likes Rust, the branding / marketing of the project, how she quit her job to work on it full time, the business model & so much more.

In the first of a multi-part series, Ian & Johnny are joined by Miriah Peterson & Bryan Boreham to peel back the first layer of the things that matter when it comes to the performance of your Go programs.

Chris & Daniel explore AI in national security with Lt. General Jack Shanahan (USAF, Ret.). The conversation reflects Jack’s unique background as the only senior U.S. military officer responsible for standing up and leading two organizations in the United States Department of Defense (DoD) dedicated to fielding artificial intelligence capabilities: Project Maven and the DoD Joint AI Center (JAIC). Together, Jack, Daniel & Chris dive into the fascinating details of Jack’s recent written testimony to the U.S. Senate’s AI Insight Forum on National Security, in which he provides the U.S. government with thoughtful guidance on how to achieve the best path forward with artificial intelligence.

Ship It is back! IEEE Spectrum writes about quantum computing’s reality check, Maxim Dounin announces freenginx, Nadia Asparouhova goes deep on AI & the “effective accelerationism” movement, Angie Byron helps first time open source contributors avoid common pitfalls & Miroslav Nikolov writes up his advice for high-risk refactoring.

Jamie Tanna (who has a website) joins us to discuss the indie web, living with ADHD, sharing his salary history with the world & building DMD – a dynamite open source tool to help you better understand the use of dependencies across your org.

This week we’re joined by Stefano Maffulli, the Executive Director of the Open Source Initiative (OSI). They are responsible for representing the idea and the definition of open source globally. Stefano shares the challenges they face as a US-based non-profit with a global impact. We discuss the work Stefano and the OSI are doing to define Open Source AI, and why we need an accepted and shared definition. Of course we also talk about the potential impact if a poorly defined Open Source AI emerges from all their efforts. Note: Stefano was under the weather for this conversation, but powered through because of how important this topic is.

We’re back! Jason Hall joins the show to tell Justin & Autumn all about how Chainguard builds hundreds of containers without a single Dockerfile.

KBall & Amal dive deep with the “Dazzle of Zebras” (possible future band name), Angular team members Jessica Janiuk & Mark “Techson” Thompson. Along with an absolute riot of puns, they cover topics such as Angular’s new deferrable views feature, how the Angular core team handles change, and lessons learned from the AngularJS-Angular 2 debacle that allow Angular to now move fast without breaking things.

Google has been releasing a ton of new GenAI functionality under the name “Gemini”, and they’ve officially rebranded Bard as Gemini. We take some time to talk through Gemini compared with offerings from OpenAI, Anthropic, Cohere, etc. We also discuss the recent FCC decision to ban the use of AI voices in robocalls and what the decision might mean for government involvement in AI in 2024.

Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon EU Athens 2024! Join in & play along as we see which team can better guess what these GopherCon gophers had to say!

Changelog Beats drops a new Dance Party album, Will McGugan’s new Toolong (tl) terminal app, Mitchell Baker is out as Mozilla CEO, Microsoft’s Jordi Adoumie announces sudo for Windows, Tatu Ylonen tells the tale of how they got SSH to be port 22 & Jack Lindamood gives an “Endorse” or “Regret” rating for ~50 different services, tools & processes he used over the 4 years he led infrastructure at a startup.

We’re taking you back to the hallway track at THAT Conference where we have 3 MORE fun conversations: one with Samuel Goff about the future of energy, one with YouTuber Jess Chan about the future of content creation & one with Vanessa Villa / Noah Jenkins about ag tech & the future of food.

The week Amal & guest co-host Eric Clemmons talk to Dan Abramov all about React Server Components. We learn about why they were created, what problems they solve & how they work to improve application performance. We also dive into the rollout and current support status, the origin story, the community response & walk through the 10+ years of React history which have forever shifted the world of web development.

This week on The Changelog we’re talking with Nadia Odunayo, founder of StoryGraph. Nadia started out as a one woman dev and product team — she’s had to adjust and maneuver along way to becoming the Amazon-free alternative to Goodreads. We talk about the importance of customer research, the iterative nature of customer research and what it takes to synthesize and analyze the findings to guide product development, the technical challenges and learnings she faced while building StoryGraph, for example at several points they’ve faced challenges in handling an influx of users and had to re-architect the system. We also talk about the business model of StoryGraph and how they generate revenue through Plus subscriptions, and partnerships with publishers for book giveaways.

Our “what’s new in Go” correspondent, Carlana Johnson, joins Johnny & Ian to discuss what’s new with the latest iteration of Go in version 1.22.

Nous Research has been pumping out some of the best open access LLMs using SOTA data synthesis techniques. Their Hermes family of models is incredibly popular! In this episode, Karan from Nous talks about the origins of Nous as a distributed collective of LLM researchers. We also get into fine-tuning strategies and why data synthesis works so well.

Geoffrey Litt thinks browser extensions are underrated, Adolfo Ochagavía on being a generalist in a specialist’s world, Jack Garbus praises the Arch Wiki, Terence Eden tries to rebuild FourSquare for ActivityPub using OpenStreetMap & Sebastien Dubois teaches us how to connect ideas together.

We’re taking you to the hallway track at THAT Conference in Austin TX, where we have 3 fun conversations: one with our old friend Nick Nisi from JS Party, one with our new(ish) friend Amy Dutton from CompressedFM (who has been a guest on JS Party of late) & one with our brand new friend / long-time listener Andres Pineda from the Dominican Republic.

This week on The Changelog we’re talking with Joe Reis about data engineering and the beginning of generative AI. We discuss, phone hacking via frequency, the role of a data engineer, this AI hype cycle we’re in, build vs buy, the disconnect between data analysts and the business, ethical considerations around AI-generated content, and more. We also discuss the tension between AI and traditional engineering, as well as the inevitability of AI integration into pretty much everything.

KBall & Amal interview Alex & Pavel from the Angular Signals team. They cover the history, how the Angular team decided to move to signals, what the new mental model looks like, migration path & even dive into community integrations and future roadmap.

Angellica is joined by Neil S Primmer & Benji Vesterby to share their experience organizing “Capture the Flag” at GopherCon 2023. CTF events involve teams vying for supremacy as they strive to gather digital flags (presented as strings) and successfully submit them to the competition organizers. In essence, it’s a thrilling “scavenger hunt for nerds.” Join us as we unravel the intricacies and excitement of this unique gaming experience!

Recently the release of the rabbit r1 device resulted in huge interest in both the device and “Large Action Models” (or LAMs). What is an LAM? Is this something new? Did these models come out of nowhere, or are they related to other things we are already using? Chris and Daniel dig into LAMs in this episode and discuss neuro-symbolic AI, AI tool usage, multimodal models, and more.

The Rune team announces $100k in open source grants for indie game devs, the Zed code editor is now open source, the Ollama team releases Python & JavaScript libraries, Max Bernstein tells the story of Scrapscript & Pooya Parsa writes up some notes from a tired maintainer.

Our old friend José Valim & his team have been hard at work adding gradual typing to Elixir. They’re only 1-3% of the way there, but a lot of progress has been made. So, we invited him back on the show for a deep-dive on why, how & when Elixir will be gradually typed.

This week we’re going deep on security and what it takes to shift left, seriously. Adam is joined by Justin Garrison (co-host of Ship It), plus two members of the BoxyHQ team — Deepak Prabhakara, Co-founder & CEO and Schalk Neethling, Community Manager and DevRel as well as fellow Changelog Slack member. We discuss how to shift left, the role of the developer and the burden of security, the importance of tooling, the difference between authentication and authorization, and a mindset change for when security takes place — it’s a matter of “when” not “who.”

Shaundai Person joins Jerod & Nick for a fascinating discussion of her transition from a sales position to Senior Software Engineer at Netflix. Along the way, we discuss sales as a superpower, how to build confidence in yourself & even sneak a little TypeScript talk in there because you know who…

Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration. Raza and the Humanloop team have been diving into these problems, and, in this episode, Raza helps us understand how non-technical prompt engineers can productively collaborate with technical software engineers while building AI-driven apps.

Over the past 8 years, Go Time has published 300 episodes! In this episode, the panel discusses which ones they loved the most, some current stuff that’s in the works, what struggles the podcast has had & what we’re planning for the future.

Alex Ellis’ new actions-batch project uses GitHub Actions as a time-sharing supercomputer, DevDocs.io combines multiple API documentations in a fast, organized, and searchable interface, Jarred Sumner announces Bun’s very own JavaScript shell, Shoelace is a forward-thinking library of web components & Martin Heinz writes an awesome guide to building an indoor air quality monitoring system with Prometheus, Grafana & a CO2 sensor.

Jerod, Adam Argyle & the CompressedFM crew hang out prior to their Fronted Feud battle! They discuss CSS as a programming language, Apple’s walled garden, how nobody is on the same social media sites anymore, how to choose tech, the community’s sentiment shift on GraphQL & a whole bunch more. (This episode is for Changelog++ ears only.)

Techno Tim is back with Adam to discuss the state of homelab in 2024 and the trends happening within homelab tech. They discuss homelab environments providing a safe place for experimentation and learning, network improvement as a gateway to homelab, trends in network connection speeds, to Unifi or not, storage trends, ZFS configurations, TrueNAS, cameras, home automation, connectivity, routers, pfSense, and more. Umm, should we make these conversations between Adam and Tim more frequent?

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers James & Brad from CompressedFM. Let’s get it on!

This week we’re joined by FreeBSD & OpenZFS developer, Allan Jude, to learn all about FreeBSD. Allan gives us a brief history of BSD, tells us why it’s his operating system of choice, compares it to Linux, explains the various BSDs out there & answers every curious question we have about this powerful (yet underrepresented) Unix-based operating system.

Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challenges over 7 days. In this episode, we discuss the hackathon, some of the creative solutions, the idea behind it, and more.

In this episode Matt joins Kris & Jon to discuss Kafka. During their discussion they cover topics like what problems Kafka helps solve, when a company should start considering Kafka, how throwing tech like Kafka at a problem won’t fix everything if there are underlying issues, complexities of using Kafka, managing payload schemas, and more.

Niklaus Wirth makes his plea for lean software, PocketBase puts your entire backend in 1 file, Vanna is a Python RAG framework for accurate text-to-SQL generation, Henrik Karlsson wants you to think more about what to focus on & Calvin Wankhede shares how he built a fully offline smart home (and you should too).

It’s our 13th Kaizen episode! We’re back from KubeCon, we’re making goals for the year, we’re migrating to Neon & we’re weighing the pros/cons of building our own custom CDN.

Carson Gross (creator of htmx) & Alex Russell (Mr. Web Platform 3000) join Amal for an EPIC discussion on web architectures, the evolution of rendering patterns & the advantages of hypermedia and htmx. We dive deep on why modern web app best practices are falling short & explore how htmx gives devs an HTML-first approach to use tech that’s over 20 years old. Tune in to learn a new way to do something old, so you can simplify your code & use JavaScript when/where it’s uniquely able to shine ✨

Justin Garrison joins us to talk about Amazon’s silent sacking, from his perspective. He should know. He works there. Well, as of yesterday he quit. We discuss how the cloud and Kubernetes have transformed the way software is developed and deployed, the impact silent layoffs have on employees and their careers, speaking out about workplace issues (the right way), how changes in organizational structure can lead to gaps in expertise and responsibility which can lead to potential outages and slower response times. By the way, we officially let the cat off out of the bag in this episode. Justin has joined the ranks here at Changelog and is taking over as the host of Ship It! Expect new episodes soon.

We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common themes. We also take a moment to look back at 2023 commenting with some distance on a crazy AI year.

Daniel Stenberg is frustrated with the state of AI tooling for finding security bugs, Brian Birtles is surprised by weird things engineers believe about web dev, Feross Aboukhadijeh details the fallout from a nasty npm prank, Rob Pike shares what he thinks they got right and wrong with Go & Gavin Howard writes up why he believes “all code is tech debt” is all wrong.

It’s our 5th annual New Year’s party! Jerod & the gang review our predictions from last year, discuss what’s trending in the web world, make a few predictions for 2024 & even set some new resolutions for this year.

Hello 2024! We’re kicking off the year with Dan Moore, author of ‘Letters to a New Developer’ — a blog series of letters of what Dan wished he had known when starting his developer career. We discuss the value of online communities for new developers, the importance of communication skills, and the need to stay relevant in a rapidly changing industry. Dan shares his best advice for new developers, including the importance of saying no, leaving code better than you found it, and the value of skill stacking. So much wisdom and advice in this episode!

Our 6th annual year-end wrap-up episode! This time we’re featuring 12 (yes, 12!) listener voice mails, our favorite episodes of the year & some insanely cool Breakmaster Cyilnder beats made just for this occasion. Thanks for listening! 💚

Daniel Ehrenberg (software engineer at Bloomberg, web standards author / champion & VP of ECMA International) joins us to discuss new features that have landed in JavaScript and to preview what’s cooking in various standards bodies across the web platform. We cover a wide array (get it?) of topics from improvements to built-ins such as Promises, Maps & Sets, as well as new primitives like Records, Tuples & Temporal. We round out this epic discussion with a look at cross-project standardization efforts like WinterCG, open source sustainability & how Bloomberg’s open source program gives back in important projects in the web ecosystem.

Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering. We talk about how their unique columnar database structure enables serverless deployments and drastic savings (without performance hits) at scale. This one is super practical, so don’t miss it!

This episodes diverges from our traditional fare. I’ve reviewed the 50 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode from each month!

What happens when you take four grizzled #define veterans and throw an Emma Bostian into the mix? Find out on this episode because our award-worthy game of fake definitions is back and this time it’s even better!

This week we’re taking you to the hallway track of All Things Open 2023 in Raleigh, NC. Today’s episode features: Heikki Linnakangas (Co-founder of Neon and Postgre hacker), Robert Aboukhalil (Bioinformatics software engineer) working on bringing desktop apps to the web with WASM, and Scott Ford who loves taking a codebase from brown to green at Corgibytes.

Filippo Valsorda & Roland Shoemaker from the Go Team return & bring Nicola Murino with them to continue catching us up on what’s new in Go’s crypto libraries. This is everything we didn’t cover + deep dives from Part 1!

The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners. During the episode, we cover the key categories to think about as you try to navigate the open source AI ecosystem, and Casper gives his thoughts on fine-tuning, vector DBs & more.

A group of researchers set out to test claims that its open source rivals had achieved parity (or even better) with ChatGPT on certain tasks, Richard Hipp and his team have rewritten SQLite’s text-based JSON functions, Ratatui is a Rust crate for cooking up TUIs, Morris Brodersen built a complex app in vanilla JS as a case study & Headscale is Kristoffer Dalby’s open source, self-hosted implementation of the Tailscale control server.

Jerod is back with another “It Depends” episode! This time he’s joined by Kris Brandow from Go Time and they’re talking all things API design. What makes a good API? Is GraphQL a solid choice? Why do we do REST wrong? And WTF does HATEOAS mean, anyway?

Gregg Tavares (author of WebGL/WebGPU Fundamentals) joins Jerod & Amal to give us a tour of these low-level technologies that are pushing the web forward into the world of video games, machine learning & other exciting rich applications.

This week on The Changelog we’re joined by Drew DeVault, talking about the Hare programming language. From the website, Hare is a systems programming language designed to be simple, stable, and robust. When we asked Drew why he credted it, he said “[because] I wanted it to exist, and it did not exist.” Wise words. Hare aims to be a 100 year language (which we get into on the show), why he’s so possionate about all things open source, the state of the language, fostering a culture that values stability, and oddly enough — what it takes to make a peanut butter and jelly sandwhich.

In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe. We explore “suspicion machines” — systems that assign scores to welfare program participants, estimating their likelihood of committing fraud. Join us as Justin and Gabriel share insights from their thorough investigation, which involved gaining access to one of these models and meticulously analyzing its behavior.

ChatGPT’s new GPTs feature leak their prompts, Firefox’s share of the browser market will soon drop below 2%, Robin Berjon tries to formalize a name for those who can’t be named, Amy Lai tells the tale of the weirdest bug she’s ever seen & Facundo Olano trumps the “code is read more than written” cliche with his own: “code is run more than read.”

Gergely Orosz is back for our annual year-end update on the tech market, writ large. How is hiring? Has AI really changed the game? What about that OpenAI fiasco? We also talk in-depth about Gergely’s self-published book, The Software Engineer’s Guidebook, which has been four years in the making.

This week we’re gleaming the KubeCon. Ok, some people say CubeCon, while others say KubeCon…we talk with Solomon Hykes about all things Dagger, Tammer Saleh and James McShane about going beyond cloud native with SuperOrbital, and Steve Francis and Spencer Smith about the state of Talos Linux and what they’re working on at Sidero Labs.

Amal, Nick & special guest Laura Kalbeg geek out over the remarkable growth and evolution of the XState project and its team in recent years. Laura also tells everyone about Stately.ai, a SaaS platform that uses AI to create seamless state management solutions compatible with various tools like XState, Redux & zustand.

Daniel & Chris conduct a retrospective analysis of the recent OpenAI debacle in which CEO Sam Altman was sacked by the OpenAI board, only to return days later with a new supportive board. The events and people involved are discussed from start to finish along with the potential impact of these events on the AI industry.

Zach Leatherman on the tension and future of the Jamstack community, Chenxin Li helps you avoid 13 bad practices in data visualization, Laravel Pulse is coming real soon, Max Chernyak develops a new way to accomplish long term refactors & Spencer Baugh makes the case for more libraries and less services in our software stacks.

Una Kravets, developer advocate at Google & web platform ambassador, joins Amal & Nick to take them CSS to school as they start this podcast in CSS kindergarten and end it with a Level-Up CSS Diploma. (LUCD?) We explore all the amazing features which have recently landed in CSS — enabling super-charged user experiences with no JavaScript. Don’t forgot to check out all the epic links & demos in the show notes — and hold on to your butts, kids, this one is a ride!

This week on we’re joined by Emil Sjölander from Figma — talking about bringing Dev Mode to Figma. Dev Mode is their new workspace in Figma that’s designed to bring developers and design to the same tool. The question they’re trying to answer is “How do you create a home for developers in a design tool?” We go way back to Emil’s startup that was acquired by Figma called Visly, how we iterated to here from 20 years ago (think PSD > HTML days), what they did to build Dev Mode, what they’re doing around codegen, the popularity of design systems, and what it takes to go from zero to Dev Mode.

Shopify recently released a Hugging Face space demonstrating very impressive results for replacing background scenes in product imagery. In this episode, we hear the backstory technical details about this work from Shopify’s Russ Maschmeyer. Along the way we discuss how to come up with clever AI solutions (without training your own model).

The internet watches OpenAI unravel in real-time, tldraw has a new experiment going with GPT-4 Vision that turns mockups into code, Tony Ennis makes the case for HTML First, James Somers writes a “eulogy” to coding for The New Yorker & Laurence Tratt describes and details four kinds of optimisation.

Jerod goes one-on-one with our old friend Justin Searls! We talk build vs buy decisions, dependency selection & how Justin has implemented POSSE (Post On Site Syndicate Elsewhere) in response to the stratification of social networks.

This week we’re talking about Swift with Ben Cohen, the Swift Team Manager at Apple. We caught up with Ben while at KubeCon last week. Ben takes us into the world of Swift, from Apple Native apps on iOS and macOS, to the Swift Server Workgroup for developing and deploying server side applications, to the Swift extension for VS Code, Swift as a safe C/C++ successor language, Swift on Linux and Windows, and of course what The Browser Company’s Arc browser is doing to bring Arc to Windows.

Amal & Nick are joined by Saron Yitbarek (developer, podcaster, community leader & serial entrepreneur) to catch up and discuss her latest project: Not A Designer We discuss all the ins & outs of tech entrepreneurship & the challenges of building something new in today’s saturated market. Tune in for a behind-the-scenes look at how she does it & get a sneak peek on what’s possibly next! (Spoiler Alert: we brain stormed it here)

Event-driven systems may not be the go-to solution for everyone because of the challenges they can add. While the system reacting to events published in other parts of the system seem elegant, some of the complexities they bring can be challenging. However, they do offer durability, autonomy & flexibility. In this episode, we’ll define event-driven architecture, discuss the problems it solves, challenges it poses & potential solutions.

According to Solana Larsen: “Too often, it feels like we have lost control of the internet to the interests of Big Tech, Big Data — and now Big AI.” In the latest season of Mozilla’s IRL podcast (edited by Solana), a number of stories are featured to highlight the trailblazers who are reclaiming power over AI to put people first. We discuss some of those stories along with the issues that they surface.

sshx lets you share your terminal with anyone on a multiplayer infinite canvas, Herbert Lui writes three things about your competitors, Anton Medvedev’s fx is a terminal JSON viewer & processor, Danny Castonguay shares advice on attending large conferences & Jeremy Pinto’s experimental RAGTheDocs project is working toward an exciting reality.

Mat Ryer returns with his guitar, an unpopular opinion & his favorite internet virus.

This week we’re talking with Cory Doctorow (this episode contains explicit language) about how we can get back to that “new good internet.” Cory’s new book The Internet Con offers a lens to this conversation about disenshittifying the internet through anti-trust laws, limits on corporate tweaking, regulating unconstrained capitalism, and all the ways enshittification is enabled. Cory also shares his experience recording his own audio book under the direction of Gabrielle de Cuir at Skyboat Media, and what’s to come from his next Science Fiction book The Lost Cause.

JS Party listeners and panelists celebrate great moments from the last 100 episodes! You’ll hear from 14 of our favorite humans (and 1 horse) across 11 episodes. Here’s to our first 300 episodes and the next 300 as well. 🥂

Rob Pike says, “Simplicity is the art of hiding complexity.” If that’s true, what is simplicity in the context of writing software in Go? Is it even something we should strive for? Can software be too simple? Ian & Kris discuss with return guest sam boyer.

On Monday, October 30, 2023, the U.S. White House issued its Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence. Two days later, a policy paper was issued by the U.K. government entitled The Bletchley Declaration by Countries Attending the AI Safety Summit, 1-2 November 2023. It was signed by 29 countries, including the United States and China, the global leaders in AI research. In this Fully Connected episode, Daniel and Chris parse the details and highlight key takeaways from these documents, especially the extensive and detailed executive order, which has the force of law in the United States.

David Hugh-Jones has a lot to say about what makes a good comment, Hugging Face released a distilled variant of Whisper for speech recognition, The New Stack reports on C++ creator Bjarne Stroustrup’s plan for bringing safety to the language, Jeff Sandberg declares that CSS is fun again & Jose M. Gilgado praises the beauty of finished software.

We’re joined this week by the beat freak in residence himself, the mysterious Breakmaster Cylinder. Listen along as we talk about how we make our beats, what inspires us for our music, and some behind the scenes on our latest albums.

Valerie Phoenix from Tech By Choice joins Amal & Kball to tell them all about her non-profit that’s passionate about helping people interested in technology, no matter their experience level.

Jean Yang’s research on programming languages at Carnegie Mellon led her to realize that APIs are the layer that makes or breaks quality software systems. Unfortunately, developers are underserved by tools for dealing with, securing & understanding APIs. That realization led her to found Akita Software, which led her to join Postman by way of acquisition. That move, at least in part, also led her to join us on this very podcast. We think you’re going to enjoy this interview, we sure did.

Filippo Valsorda & Roland Shoemaker from the Go Team sit down with Natalie to catch us up on what’s new in Go’s crypto libraries. No, not that crypto… good ol’ cryptography!

We’re excited to have Tuhin join us on the show once again to talk about self-hosting open access models. Tuhin’s company Baseten specializes in model deployment and monitoring at any scale, and it was a privilege to talk with him about the trends he is seeing in both tooling and usage of open access models. We were able to touch on the common use cases for integrating self-hosted models and how the boom in generative AI has influenced that ecosystem.

The hubbub of the web dev world right now is Next.js’ integration of React Server Components, Kent C. Dodds writes up why he doesn’t use Next, Lee Robinson responds with why he does, the NixOS team hits a milestone in their reproducible builds effort & OpenSign is an open source alternative to DocuSign.

Jared Henderson joins us to discuss the state of the art in software parental controls and how we protect our children and lock down our home networks from the constant onslaught of malicious and unwanted content.

This week we’re taking you to the hallway track of All Things Open 2023 in Raleigh, NC. Today’s episode features: Matthew Sanabria (former Engineer at HashiCorp working on Terraform Enterprise), Nithya Ruff (Chief Open Source Officer and Head of the Open Source Program Office at Amazon) & Jordan Harband (Open Source Maintainer-at-large with dependencies in most JavaScript apps out there. There has been many changes this year in open source, and each of these perspectives lends insight into challenging and changing waters happening right now in open source.

The 2nd ever React Jam is on and poppin’, so Jerod & Nick invited the previous winners to the pod to tell us all about the 10 day online game jam. Turns out React and video games are like peanut butter and jelly, after all!

John Gregory’s GopherCon talk “7 Deadly Gopher Sins” is the ostensible basis of this spooky Go Time episode, but with Mat Ryer at the helm… the only thing to expect is the unexpected. And failed jokes. Expect lots of failed jokes.

It seems like everyone is interested in Rust these days. Even the most popular Python linter, Ruff, isn’t written in Python! It’s written in Rust. But what is the state of training or inferencing deep learning models in Rust? In this episode, we are joined by Nathaniel Simard, the creator burn. We discuss Rust in general, the need to have support for AI in multiple languages, and the current state of doing “AI things” in Rust.

Listen to our Next Level album as a podcast! We grew up in the days of the Nintendo Entertainment System and the Sega Genesis. It’s no surprise that so many of our tracks are inspired by the 8-bit and 16-bit music of our youth. From Castlevania to Contra, Sonic the Hedgehog, and many more — we were inspired by all the nostalgic soundtracks from the games that got us here, to give our pods one-of-a-kind vibes. If you’ve been head nodding to our beats during our shows and you’ve been wishing for a way to listen outside of our pods, then this release will be an absolute delight. It’s dangerous to go alone! Take this on your next coding adventure or deep work session…

Changelog drops full-length musical albums in collaboration with Breakmaster Cylinder, Justin Searls on why the right tools fail for the wrong reasons, The Unix Sheikh says we have too many level of abstractions, Adam at PiCockpit compares the newly-announced Raspberry Pi 5 to the competition & Jorge Medina assures us that we’re not lacking creativity, we’re just overwhelmed by content.

Long time friend KBall makes his “first” appearance on The Changelog by way of Changelog & Friends. You likely know Kevin from his panelist position on JS Party. Today he’s sharing his passion for coaching and developing human skills.

This week Jerod goes solo with Philipp Heckel, creator of ntfy, to discuss this simple HTTP-based service that lets you send notifications to your phone or desktop via scripts from any computer. They discuss why he built it, how he built it, and what his plans are for the future of this beloved side hustle.

Chris & Daniel are out this week, so we’re bringing you a panel discussion from All Things Open 2023 moderated by Jerod Santo (Practical AI producer and co-host of The Changelog) and featuring keynoters Emily Freeman and James Q Quick.

Prisma founder Johannes Schickling has been using the Effect library for the last couple years. Today he joins Jerod & Nick to tell us all about this very interesting tool for building robust apps in TypeScript.

Chip Huyen documents the shifting sand of large data models, Herman Õunapuu reviews the Zimaboard, Bryan Braun shares 4 of his most recent VSCode configuration discoveries & Swizec Teller wrote a great summary of the inaugural AI Engineer Summit.

Gerhard joins us for the 12th Kaizen and this time talk about what we DIDN’T do. We were holding S3 wrong, we put some cash back in our pockets, we enabled HTTP/3, Brotli compression, and Fastly websockets, we improved our SLOs, we improved Changelog Nightly, and we’re going to KubeCon 2023 in Chicago.

With a name like PartyKit, you know we just had to get its founder and CEO Sunil Pai on the show! PartyKit is an open source tool that simplifies creating collaborative, multiplayer applications. Join us to learn all about it and the journey of Sunil and his team!

This week we’re joined by Marcin Kulik to talk about his project asciinema. You’ve likely seen this out there in the wild — asciinema lets you record and share your terminal sessions in full fidelity. Forget screen recording apps that offer blurry video. asciinema provides a lightweight, text-based approach to terminal recording with lots of possibilities. Marcin shares the backstory on this project, where he’d like to take it, who’s supporting him along the way, and we even included 11 minutes of bonus content for Changelog ++ subscribers.

The 10th GopherCon took place the last week of September and it was a blast. In this episode, we’re talking about our experiences at the conference from several different viewpoints. Angelica as a conference organizer, Johnny as an emcee and workshop instructor, Kaylyn as a speaker, and Kris as a regular attendee.

Jacob Kaplan-Moss’ recommendations for remote vs colocated teams, Duarte Carmo created a neural search engine from Changelog transcripts, Tom Hacohen says strong static typing is a hill he’s willing to die on, Orhun Parmaksız created a CLI that makes your keyboard sound like a typewriter & Luke Plant spits hard truths about simplicity.

On September 29th, Netflix shipped its final DVDs, marking the end of an era in physical media. So, we invited our friend Christina Warren (aka film_girl) from GitHub to pour out a drink with us and lament the end of this golden age of access to the films we all love.

Fresh off Bun’s big 1.0 launch, Jarred Sumner goes one-on-one with Jerod to discuss the all-in-one JavaScript runtime that’s captured the interest of many. We get into it all: what problem he’s solving, how it’s so fast, why no Windows support, answering the critics, the (not real) beef between Bun and Node, how the VC-backed startup will sustain & more.

This week we’re joined by Daniel Thompson, Co-founder and Core Member of Tauri. It’s been a year since we last had Daniel on the show. He catches us up on all things Tauri, their continued efforts towards Tauri 1.5 (which just released), the launch of CrabNebula and how they’re the people pushing the Tauri ecosystem forward and building on top of it, the state of Electron vs Tauri, and UI with Tauri. He even surprises us with his idea of creating a web browser.

What is the model lifecycle like for experimenting with and then deploying generative AI models? Although there are some similarities, this lifecycle differs somewhat from previous data science practices in that models are typically not trained from scratch (or even fine-tuned). Chris and Daniel give a high level overview in this effort and discuss model optimization and serving.

InfluxDB finishes a multi-year rewrite in Rust, the Raspberry Pi 5 will be on sale by the end of the month, the Bruno team builds an open source API explorer that’s local-first and will never have a cloud, Xe Iaso thinks gokrazy is really cool & Matt Rickard shares lessons from years of debugging.

Jerod gathers a group of friends for our first game show experiment here on Changelog & Friends! This is a game of obscure jargon, fake definitions & expert tomfoolery. Our contestants checked their imposter syndrome at the door, because they either know what these words mean or they fake it ’til they make their peers think they do.

Amal, KBall & Chris convene a “semi-emergency” pod to discuss the recent (deserved) hype over Bun and what it all means for Node’s community, maintainers & users. They’re joined by Node Technical Steering Committee members Matteo Collina & James Snell who are here to dispel Bun antagonism rumors, discuss the pros & cons of each runtime, explain how Node continues to thrive & even announce a VERY big upcoming feature!

This week on The Changelog we’re taking you to the hallway track of the final Strange Loop conference. First up is AnnMarie Thomas — an engineering, business, and education professor. AnnMarie gave one of the opening keynotes titled “Playing with Engineering.” We also caught up with many first-time and multi-time attendees who shared their favorite moments from Strange Loop over the years. You’ll hear from Richard Feldman, Colin Dean, and Taylor Troesch. Last up we talk with Pokey Rule. He gave a talk about his project called Cursorless which is a spoken language for structural code editing. Changelog++ subscribers get a super extended version of this episode which includes everything we recorded at Strange Loop. Become a Changelog++ subscriber

Michael Quiqley from NetFoundry joins Natalie to discuss Zero Trust concepts, why they are important for secure systems & how to implement them in Go.

ElectricSQL is a project that offers a local-first sync layer for web and mobile apps, Ned Batchelder writes about the myth of the myth of “learning styles”, Carl Johnson thinks XML is better than YAML, Berkan Sasmaz defines and describes “idempotency” & HyperDX is an open source alternative Datadog or New Relic.

This week, we’re joined by Ron Perris, a Security Engineer at Reddit and software security enthusiast. Together, we dive into best practices and common pitfalls, covering topics from dangerous URLs to JSON injection attacks. Tune in for an educational conversation, and don’t forget to bring your notebooks!

Dominik Klotz from askui joins Daniel and Chris to discuss the automation of UI, and how AI empowers them to automate any use case on any operating system. Along the way, the trio explore various approaches and the integration of generative AI, large language models, and computer vision.

This week we’re joined by Steve O’Grady, Principal Analyst & Co-founder at RedMonk. The topic today is the definition of open source, the constant pressure on the true definition of the term, and the seemingly small but vocal minority that aim to protect that definition. In Steve’s post Why Open Source Matters, he says “open source is at a crossroads” and there are some seeking to break the definition of open source to one that is more permissive to their desires, and they are closer than ever to achieving that goal. Today’s conversation goes deep on this subject.

Andrei Taranchenko says the software industry is learning once again that complexity kills, Casey Muratori outlines a long list of Unity alternatives, Filip Szkandera builds a functioning (macro) processor for RISC-V & Matt Basta tells the tale of the time he built a web-based Excel clone inside Uber only to have it discarded a week later.

A hoy hoy! Our old friend Nick Nisi does his best to bring up TypeScript, Vim & Tmux as many times as possible while we discuss a new batch of web browsers, justify why we like the ones we do & try to figure out what it’d take to disrupt the status quo of Big Browser.

Love it or hate it, TypeScript is here to stay for the foreseeable future. But, what happens when widely adopted packages go completely Type free or remove TypeScript in favor of JS with type annotations? Join us to unpack these recent events with Rich Harris, creator of Svelte, as he walks us through the nuanced decision his team made for the Svelte project, and ofc, lots of laughs along the way.

This week we’re joined by Haroon Meer from Thinkst — the makers of Canary and Canary Tokens. Haroon walks us through a network getting compromised, what it takes to deploy a Canary on your network, how they maintain low false-positive numbers, their thoughts and principles on building their business (major wisdom shared!), and how a Canary helps surface network attacks in real time.

Go’s known for it’s fantastic standard library, but there are some places where the libraries can be challenging to use. The html/template package is one of those places. So what alternatives do we have? On today’s episode we’re talking about Templ, an HTML templating language for Go that has great developer tooling. Co-hosts Kris Brandow and Jon Calhoun are joined by Adrian Hesketh, the creator of Templ, and Joe Davidson, one of the maintainers on the project.

Bun 1.0 is out of the oven, Mojo is now available for local download, Vince Lwt asked 60+ LLMs a set of 20 questions & published the answers, Textual Web turns TUIs in to web applications & James Haydon dives deep to discover the bug that the UK air traffic control meltdown.

Author, journalist, travel writer & software engineer Jon Evans joins us to weigh in on the cultural history (and present-day sentiment) of AI doom. Along the way, we talk plausible Sci-Fi, ultrasound drug delivery, the maybe-evolving laws of physics & even weirder stuff.

Jerod & the gang discuss the news (Astro 3.0, Vercel + Astro, Python in Excel) then play eight crazy rounds of HeadLIES! Headline or headLIE? You decide…

V Körbes returns to talk prototyping with Natalie, Johnny & Kris. Is Go good for prototyping? What makes a language prototypable, anyway? How does space radiation fit in to all this? Tune in and ride along to find out!

This week we’re talking about the launch of OpenTF and what it’s going to take to successfully fork HashiCorp’s Terraform. We’re joined by Josh Padnick to discuss what exactly happened, how HashiCorp’s license change changes things, who has been impacted by this change, and ultimately what they are doing about it.

In this episode we welcome back our good friend Demetrios from the MLOps Community to discuss fine-tuning vs. retrieval augmented generation. Along the way, we also chat about OpenAI Enterprise, results from the MLOps Community LLM survey, and the orchestration and evaluation of generative AI workloads.

Dan North tells the tale of Tim, the worst programmer he’s worked with (who also is a heck of a programmer), Kevin Lin declares that OpenTelemetry delivers on its promise for open observability, Justin Garrison details Terraform vs GitOps vs System Initiative, Inc. writes how Apple beats burnout & Aline Lerner’s advice on how (not) to sabotage your salary negotiations before you even start.

Go Time panelist (and semi-professional unpopular opinion maker) Kris Brandow joins us to discuss his deep-dive on the waterfall paper, his dislike of the “tech debt” analogy, why documentation matters so much & how everything is a distributed system.

Mark Erikson (web dev professor/historian, OSS Maintainer & engineer at Replay) joins us to talk about the shift from CommonJS to ESM. We discuss the history of module patterns in JS and the grueling effort to push the world’s biggest developer ecosystem forward. Get ready to go to school kids, this one’s deep!

This week on The Changelog Adam is joined by Zach Lloyd, Founder & CEO of Warp. We talked with Zach last year about what it takes to build the terminal of the future, and today Adam catches up with Zach to see where they are at on that mission. They talk about the business model of Warp, how they measure success, reaching product/market fit, building features developers love, integrating AI, and the pros and cons of going open source (again).

Our “what’s new in Go” correspondent Carl Johnson joins Johnny & Kris yet again to discuss what’s new with the latest iteration of Go in version 1.21.

You might have heard a lot about code generation tools using AI, but could LLMs and generative AI make our existing code better? In this episode, we sit down with Mike from TurinTech to hear about practical code optimizations using AI “translation” of slow to fast code. We learn about their process for accomplishing this task along with impressive results when automated code optimization is run on existing open source projects.

OpenTF announces they’re forking Terraform and joining the Linux Foundation, Meta gets in the LLM-for-codegen game with Code Llama, Matt Mullenweg announces WordPress.com’s new 100-year plan, Paul Gichuki from Thinkst learns that default behaviors stick (and so do examples) & Marco Otte-Witte makes his case for Rust on the web.

Nick celebrates a decade of writing everyone’s favorite language with guest Josh Goldberg, who contributes to TypeScript, maintains typescript-eslint, and is an all-around great person! Jerod is also here to join the celebration, but let’s keep that a secret from him!

This week we’re talking to Andreas Kling about SerenityOS and Ladybird. Andreas started SerenityOS as a means of therapy. It’s self-described as a love letter to “‘90s user interfaces with a custom Unix-like core.” Andreas previously worked at Nokia and later at Apple on the WebKit team, so he had an itch to do something along the lines of a browser, and that’s where Ladybird came from. We get into the details of compilers, OSs, browsers, web specifications, and the love of making software.

Recently a16z released a diagram showing the “Emerging Architectures for LLM Applications.” In this episode, we expand on things covered in that diagram to a more general mental model for the new AI app stack. We cover a variety of things from model “middleware” for caching and control to app orchestration.

New research shows that CAPTCHAs are now utterly useless, hundreds of concerned technologists signed the OpenTF Manifesto to keep Terraform open source forever, Josh Collinsworth writes down all the things you forgot (or never knew) because of React, Mike Seidle shared some quick-but-powerful advice on building new software features & Erlend Sogge Heggen urges new open source projects to join the Fediverse (by way of Mastodon).

Our friend Justin Searls recently published a widely-read essay on enthusiast programmers, inter-generational conflict & what we do with this information. That seemed like a good conversation starter, so we grabbed Justin and Landon Gray to discuss. Let’s talk!

Jim (Hyphen) Nielsen joins Jerod & Nick for a fun conversation about language-level toll roads, when (and how) to quit, the stratification of social networking & the state of the world in publishing your thoughts on the internet.

This week we’re talking with Jonathan Carter who’s on his fourth term as Debian Project Lead (DPL) and we’re talking about 30 years of Debian!

HashiCorp adopts a Business Source license, Matt Rickard hypothesizes why Tailwind CSS won, WarpStream sets out to make a Kafka-compatible offering directly on S3, Vadim Kravcenko publishes an excellent guide for managing difficult software engineers & Russ Cox gives an update on Go 2.

Gerhard joins us for the 11th Kaizen and this one might contain the most improvements ever. We’re on Fly Apps V2, we’ve moved from S3 to R2 & we have a status page now, just to name a few.

A technical dive into how the Go stack works and why we as programmers should care.

Val Town is a shiny, new social programming environment to write, run, deploy and share code. Steve Krouse –Val Town creator– joins Jerod & Amal to tell us all about it.

Leslie Lamport is a computer scientist & mathematician who won ACM’s Turing Award in 2013 for his fundamental contributions to the theory and practice of distributed and concurrent systems. He also created LaTeX and TLA+, a high-level language for “writing down the ideas that go into the program before you do any coding.”

In this Fully Connected episode, Daniel and Chris kick it off by noting that Stability AI released their SDXL 1.0 LLM! They discuss its virtues, and then dive into a discussion regarding how the United States, European Union, and other entities are approaching governance of AI through new laws and legal frameworks. In particular, they review the White House’s approach, noting the potential for unexpected consequences.

Matt Asay thinks the open source licensing war is over, LangUI is an open source Tailwind component library for your AI chat app, Ivan Kuleshov modded a Mac mini to run via PoE, Apple joins Pixar and others in the Alliance for OpenUSD & John D. Cook says sometimes you shouldn’t pick the best tool for the job.

This week Adam is joined by Abi Noda, founder and CEO of DX to talk about DX AKA DevEx (or the long-form Developer Experience). Since the dawn of software development there has been this push to understand what makes software teams efficient, but more importantly what does it take to understand developer productivity? That’s what Abi has been focused on for the better part of the last 8 years of his career. He started a company called Pull Panda that was acquired by GitHub, spent a few years there on this problem before going out on his own to start DX which helps startups to the fortune 500 companies gather real insights that leads to real improvement.

KBall and Amal go deep on careers. They share their career journeys, talk through learnings and mishaps that happened along the way, and break down key factors to understand about big role transitions like “Senior->Staff” as well as “Engineer->Manager”.

Today we’re talking with Alice Merrick & Andy Walker about building a world-class developer experience. You know it when you see it, things just feel right. But it’s more than just a pleasant UI or lipstick on a pig (which is a saying), it really matters.

There’s so much talk (and hype) these days about vector databases. We thought it would be timely and practical to have someone on the show that has been hands on with the various options and actually tried to build applications leveraging vector search. Prashanth Rao is a real practitioner that has spent and huge amount of time exploring the expanding set of vector database offerings. After introducing vector database and giving us a mental model of how they fit in with other datastores, Prashanth digs into the trade offs as related to indices, hosting options, embedding vs. query optimization, and more.

Something interesting is going on at Stack Overflow, researches dig up some new (and potentially unavoidable) LLM attacks, Google proposes a new API that Ron Amadeo calls a DRM gatekeeper for the web, the Python Steering Council affirms PEP 703 & Lucas McGregor writes why no one wants to talk to your chatbot.

Ok Homelabbers, it’s time to unite! Join Adam and his new friend Techno Tim for 1.5 hours of homelab goodness. From networking and WiFi, virtualizing Ubuntu running Docker containers, to Home Assistant and automation, building a Kubernetes cluster, to gutting a perfectly good machine just to build exactly what you need to run the ultimate Plex server — that’s what homelab is about. Let’s do this.

This week we’re joined by Solomon Hykes, the creator of Docker. Now he’s back with his next big thing called Dagger — CI/CD as code that runs anywhere. We’re users of Dagger so check out our codebase if you want to see how it works. On today’s show Solomon takes us back to the days of Docker, what it was like on that 10 year journey, his transition from Docker to Dagger, Dagger’s community-led growth model, their focus on open source and community, how it works, and even a cameo from Kelsey Hightower to explain how Dagger works.

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers Chuck & Robbie from Whiskey Web and Whatnot. Let’s get it on!

So, do we like generics or not? Some people feared they’d be the end of the language. Others were very hopeful, and had clear use cases, and were thrilled about the feature coming to the language. It was also often touted as the reason a lot of people didn’t adopt Go. So what do we think now? Mat and Kris are joined by Roger Peppe and Bryan Boreham to discuss the state of Generics in Go.

It was an amazing week in AI news. Among other things, there is a new NeRF and a new Llama in town!!! Zip-NeRF can create some amazing 3D scenes based on 2D images, and Llama 2 from Meta promises to change the LLM landscape. Chris and Daniel dive into these and they compare some of the recently released OpenAI functionality to Anthropic’s Claude 2.

Our friends at Supabase quietly went public today, Redpoint’s InfraRed 100 report is out, Twitter is now X, GitHub’s Copilot Chat now in public preview (for businesses) & Oxide has homelab plans (in 2050).

Adam was out when Bryan made his podcast debut here on The Changelog, so we had to get him back on the show along with his co-founder and CEO Steve Tuck to discuss Silicon Valley (the TV show), all things Oxide, homelab possibilities, bringing the power of the cloud on prem, and more.

This week it’s storytime with Steve Yegge! Steve came out of retirement to join Sourcegraph as Head of Engineering. Their next frontier is Cody, their AI coding assistant that answers code questions and writes code for you by reading your entire codebase and the code graph. But, we really spent a lot of time talking with Steve about his time at Amazon, Google, and Grab. Ok, it’s storytime!

Justin Fagnani joins us this week to talk about Lit, a library that helps you build web components. With 17% of pageviews in Chrome registering use of web components, Lit has gained widespread adoption across a variety of companies looking to create reusable components which leverage the power and interoperability of the web platform. Tune in to learn about what makes this tiny library so incredibly lit!

The Go ecosystem has a hoard of tools and editors for Gophers to choose from and it can be difficult to find ones that are a good fit for each individual. In this episode, we discuss what tools and editors we’re using, the ones we wish existed, how we go about finding new ones, and why we sometimes choose to write our own tools.

As a technologist, coder, and lawyer, few people are better equipped to discuss the legal and practical consequences of generative AI than Damien Riehl. He demonstrated this a couple years ago by generating, writing to disk, and then releasing every possible musical melody. Damien joins us to answer our many questions about generated content, copyright, dataset licensing/usage, and the future of knowledge work.

Ellie Huxtable’s Atuin makes your shell history magical, Dmitry Kudryavtsev writes why he thinks engineers should focus on writing, LazyVim promises to transform your Neovim setup into a full-fleged IDE, Geoff Graham shares with Smashing Magazine how he writes CSS in 2023 & Brad Fitzpatrick collects a public list of bad issue track behaviors.

Red Hat’s decision to lock down RHEL sources behind a subscription paywall was met with much ire and opened opportunity for Oracle to get a smack in and SUSE to announce a fork with $10 million behind it. Few RHEL community members have been as publicly irate as Jeff Geerling, so we invited him on the show to discuss.

Austin Gil returns to JS Party, bringing a fresh perspective on the fundamentals of file uploads. Brace for an insightful session as we navigate the complexities of this key JavaScript topic together, much like a dedicated coach drilling the fundamentals into his team!

This week we’re talking about type checking with Jake Zimmerman. Jake is one of the leads at Stripe working on Sorbet — an open source project that does Type checking in Ruby and runs over Stripe’s entire Ruby codebase. As of May of 2022 Stripe’s codebase was over 15 million lines of code spread across 150,000 files. If you think you have a bigger Ruby codebase, Jake is down to go byte-for-byte to see who wins. Jake shares tons of wisdom and more importantly he shares why he thinks types will win in the end.

Chris sat down with Varun Mohan and Anshul Ramachandran, CEO / Cofounder and Lead of Enterprise and Partnership at Codeium, respectively. They discussed how to streamline and enable modern development in generative AI and large language models (LLMs). Their new tool, Codeium, was born out of the insights they gleaned from their work in GPU software and solutions development, particularly with respect to generative AI, large language models, and supporting infrastructure. Codeium is a free AI-powered toolkit for developers, with in-house models and infrastructure - not another API wrapper.

Our award winning worthy survey game show is back, this time Mat Ryer hosts it live on stage at GopherCon Europe 2023! Elena Grahovac joins forces with Björn Rabenstein to battle it out with Alice Merrick & Mohammed S. Al Sahaf. Let’s see who can better guess what the GopherCon Europe gophers had to say!

Oracle smacks IBM for their handling of RHEL, the folks at The Dam share a Slack clone in 5 lines of Bash, Justin Jaffray writes up 13 ways to think about joins, llama.cpp learns web chat thanks to a contribution by Tobi Lütke & Meta is willing to pay 3 engineers to remove Python’s GIL.

Darcy Clarke, former GitHub Staff Engineering Manager and founder of vlt, joins us to discuss a major bug in the npm ecosystem that he recently disclosed. We cover the bug’s timeline, nuances, and impact, all while setting some important context on npm packages, clients, and registries. Tune in to learn how to protect your codebase and gain a deeper understanding of this crucial part of the JavaScript ecosystem.

In this Fully Connected episode, Daniel and Chris explore recent highlights from the current model proliferation wave sweeping the world - including Stable Diffusion XL, OpenChat, Zeroscope XL, and Salesforce XGen. They note the rapid rise of open models, and speculate that just as in open source software, open models will dominate the future. Such rapid advancement creates its own problems though, so they finish by itemizing concerns such as cybersecurity, workflow productivity, and impact on human culture.

This week we’re talking to Daniel J. Barrett, author of Efficient Linux at the Command Line as well as many other books. Daniel has a PhD and has been teaching and writing about Linux for more than 30 years (almost 40!). So we invited Dan to join us on the show to talk about efficient ways to use Linux. He teaches us about combining commands, re-running commands, $CDPATH hacks, and more.

Many Gophers build projects as a team of one. Sometimes these are side projects, other times they are projects used by millions of people but who are still maintained by a single individual. In this episode, the panel discusses techniques for developing and maintaining Go projects as a solo developer.

Lukas Mathis writes about streak redemption, Jonathan Katz thinks vectors are the new JSON, Andy Jiang says CommonJS is hurting JavaScript & Swyx on the rise of the AI Engineer.

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.

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!

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.

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).

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.

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).

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? 😉

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.

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.

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.

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.

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!

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.

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.

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!

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.

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.

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.

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 Zeneski (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.

Million.js is a JavaScript library that helps render large datasets in the browser efficiently using a virtual DOM and custom diffing algorithm. Aiden and Tobi join Nick to talk about what it does, it’s goals, and where it’s going.

Lately.AI has been working for years on content generation systems that capture your unique “voice” and are tailored to your unique audience. At first, they didn’t know that they were going to build an AI system, but now they have a state-of-the-art generative platform that provides much more than “prompting” out of thin air. Lately.AI’s CEO Kate explain their journey, her perspective on generative AI in marketing, and much more in this episode!

Tips, tricks, best practices and philosophical AI debates abound when OpenAI ambassador Bram Adams joins Natalie, Johnny & Mat to discuss prompt engineering.

The Astro team releases a new documentation builder, legendary computer scientist Donald Knuth plays with ChatGPT, over 500 volunteer mods have signed an open letter to Stack Overflow Inc, Reddit faces a revolt due to their new API pricing & the Technology Innovation Institute release Falcon, a new open source LLM that’s topping Hugging Face’s leaderboard.

This week Adam is joined by Scott Johnston, CEO of Docker. Scott shares his journey to the CEO role, how he’s leading the company to not only grow revenue, but to also invest in developer facing features, their shift from a enterprise sales focus to a PLG driven model, and we even talk about Docker Desktop, the competition it faces, and the struggle they face when considering making it open source.

Gerhard is back! Today we continue our Kaizen tradition by getting together (for the 10th time) with one of our oldest friends to talk all about the continuous improvements we’re making to Changelog’s platform and podcasts.

KBall interviews Nick Nisi about the Pandora’s box that is his tooling/developer setup. Starting at the lowest layer of the terminal emulator he uses, they move upwards into command line tools, into Tmux (terminals within terminals!), his epic NeoVim configuration, and finally into the tools he uses for notekeeping and productivity.

This week on The Changelog we’re continuing our Maintainer Month series by taking to you back to the hallway track of The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Stormy Peters (VP of Communities at GitHub), Dr. Dawn Foster (Director of Open Source Community Strategy at VMware), and Angie Byron (Drupal Core Product Manager and Community Director at Aiven). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

Return guests Ben Johnson & Chris James join Mat & Kris to talk about the files and folders of your Go projects, big and small. Does the holy grail exist, of the perfect structure to rule them all? Or are we doomed to be figuring this out for the rest of our lives?

You can’t build robust systems with inconsistent, unstructured text output from LLMs. Moreover, LLM integrations scare corporate lawyers, finance departments, and security professionals due to hallucinations, cost, lack of compliance (e.g., HIPAA), leaked IP/PII, and “injection” vulnerabilities. In this episode, Chris interviews Daniel about his new company called Prediction Guard, which addresses these issues. They discuss some practical methodologies for getting consistent, structured output from compliant AI systems. These systems, driven by open access models and various kinds of LLM wrappers, can help you delight customers AND navigate the increasing restrictions on “GPT” models.

The Gorilla team is building an API store for LLMs, DeviceScript is Microsoft’s new TypeScript programming environment for microcontrollers, Nyxt is a hackable browser written in Lisp, Morgan Housel writes about expectations debt & I issue a gentle reminder to my fellow software engineers: there’s still no silver bullet.

What if your favorite conference’s hallway track continued year round? That’s the vibe we’re trying to capture with Changelog & Friends, a new Friday talk show from your friends at Changelog. In this intro episode, Adam & Jerod talk all about our new MWF plan for The Changelog , discuss what this Friends flavor is all about, and have a lot of fun along the way.

Nick is excited to explain CVA to us like we’re five (then again like we’re 41). KBall is excited to share details of his new stack (for the new app he’s building). Jerod is excited to share some recent news items (but he’s the only one). And finally, we’re all excited to debate TypeScript vs JSDoc comments!

This week on The Changelog we’re taking you to the hallway track of The Linux Foundation’s Open Source Summit North America 2023 in Vancouver, Canada. Today’s anthology episode features: Beyang Liu (Co-founder and CTO at Sourcegrpah), Denny Lee (Developer Advocate at Databricks), and Stella Biderman (Executive Director and Head of Research at EleutherAI). Special thanks to our friends at GitHub for sponsoring us to attend this conference as part of Maintainer Month.

Now that you’ve aced that CFP, the gang is back to share our best tips & tricks to help you give your best conference talk ever.

Large Language Models (LLMs) continue to amaze us with their capabilities. However, the utilization of LLMs in production AI applications requires the integration of private data. Join us as we have a captivating conversation with Jerry Liu from LlamaIndex, where he provides valuable insights into the process of data ingestion, indexing, and query specifically tailored for LLM applications. Delving into the topic, we uncover different query patterns and venture beyond the realm of vector databases.

Will McGugan’s Trogon auto-generates friendly TUIs for your CLI apps, Stability AI’s official open source variant of DreamStudio, John Calhoun writes about life after 26 years programming at Apple, Google’s news TLDs could be a boon to scammers & Pablo Meier documents a way to discuss programming languages.

Nick & KBall sit down with the brilliant Stephen Haberman to discuss all things ORMs! 💻🔍 From the advantages and disadvantages of ORMs in general, to delving into the intricacies of his innovative project Joist, which brings a fresh, idiomatic, ActiveRecord-esque approach to TypeScript. 🚀 So sit back, relax, and let’s dive deep into the world of ORMs with the experts!

This week Sarah Drasner joins us to talk about her book Engineering Management for the Rest of Us and her experience leading engineering at Zillow, Microsoft, Netlify, and now Google.

At the recent ODSC East conference, Daniel got a chance to sit down with Erin Mikail Staples to discuss the process of gathering human feedback and creating an instruction tuned Large Language Models (LLM). They also chatted about the importance of open data and practical tooling for data annotation and fine-tuning. Do you want to create your own custom generative AI models? This is the episode for you!

Thunderbird is thriving on small donations, Syncthing is a super-cool continuous file sync program, LLMs are so hot right now and they’re making vectors hot by proxy & MDN defines a Baseline for stable web features.

Developer slash artist Alex Miller joins Jerod & Amelia to discuss the challenge he faced after deciding to eschew fancy frameworks and libraries in favor of vanilla JS to build an interactive essay called Grid World for the html review.

Conferences are an integral part of the Go community, but the experience of conferences has remained the same even as the value propositions change. In this episode we discuss what conferences generally provide, how value propositions have changed, and what changes conference organizers could make to realign their conference experience to a new set of value propositions.

There are a ton of problems around building LLM apps in production and the last mile of that problem. Travis Fischer, builder of open AI projects like @ChatGPTBot, joins us to talk through these problems (and how to overcome them). He helps us understand the hierarchy of complexity from simple prompting to augmentation, agents, and fine-tuning. Along the way we discuss the frontend developer community that is rapidly adopting AI technology via Typescript (not Python).

This week we’re celebrating Maintainer Month along with our friends at GitHub. Open source runs the world, but who runs open source? Maintainers. Open source maintainers are behind the software we use everyday, but they don’t always have the community or support they need. That’s why we’re celebrating open source maintainers during the month of May. Today’s conversation features Alyssa Wright (Bloomberg), Chad Whitacre (Sentry), and Duane O’Brien (Creator of the FOSS Contributor Fund and framework). We get into all the details, the why, the hows, and the struggles involved for companies to support open source.

Jeremy Howard thinks Mojo might be the biggest programming language advance in decades, Amelia Wattenberger is not impressed by AI chatbots, a leaked Google memo admits big tech has no AI moats & Werner Vogels reminds us that monoliths are not dinosaurs.

This week Adam is joined by Michael Grinich, Founder & CEO at WorkOS. Michael shares his journey to build WorkOS, what it takes to cross the Enterprise Chasm, and how he’s building his sales organization for growth.

Dax Raad joins KBall and Nick to chat about SST, a framework that makes it easier to build full-stack applications on AWS. We chat about how the project got started and its goals. Then we discuss OpenNext, an open source, framework-agnostic server less adapter for Next.js.

The DevCycle team joins Jon & Kris for a deep conversation on WebAssembly (Wasm) and Go! After a high-level discussion of what Wasm is all about, we learn how they’re using it in production in cool and interesting ways. We finish up with a spicy unpop segment featuring buzzwords like “ChatGPT”, “LLM”, “NFT” and “AGI”

José Valim joins Jerod to talk all about what’s new in Livebook – the Elixir-based interactive code notebook he’s been working on the last few years. José made a big bet when he decided to bring machine learning to Elixir. That bet is now paying off with amazing new capabilities such as building and deploying a Whisper-based chat app to Hugging Face in just 15 minutes. José demoed that and much more during Livebook’s first-ever launch week. Let’s get into it.

Model sizes are crazy these days with billions and billions of parameters. As Mark Kurtz explains in this episode, this makes inference slow and expensive despite the fact that up to 90%+ of the parameters don’t influence the outputs at all. Mark helps us understand all of the practicalities and progress that is being made in model optimization and CPU inference, including the increasing opportunities to run LLMs and other Generative AI models on commodity hardware.

Hyperswitch is like the adapter pattern for payments, Austin Henley writes about the future of programming by summarizing recent research papers, Thoughtworks published their 28th volume of their Tech Radar, the team at General Products reminds devs to scan our technical writing for words such as “easy”, “painless”, “straightforward”, “trivial”, “simple” and “just” & we finish with a lightning round of cool tools.

Adam Argyle joins Amelia and Nick to catch them up on all the goings on within the world of CSS colors. There are a lot more options than you’d expect if you haven’t been keeping up, and Adam’s here to help you avoid the “gray dead zone”!

Go conferences are not as diverse as we’d like them to be. There are initiatives in place to improve this situation. Among other roles, Ronna Steinberg is the Head of Diversity at GopherCon Europe. In this episode we’ll learn more about the goal, the process and the problems, and how can each one of us help make this better.

This week Adam talks with Andy Klein from Backblaze about hard drive reliability at scale.

With all the LLM hype, it’s worth remembering that enterprise stakeholders want answers to “why” questions. Enter causal inference. Paul Hünermund has been doing research and writing on this topic for some time and joins us to introduce the topic. He also shares some relevant trends and some tips for getting started with methods including double machine learning, experimentation, difference-in-difference, and more.

The dataset wars are heating up, Bark is a transformer-based text-to-audio model that can generate highly realistic, multilingual speech as well as other audio, Kent Beck needs to recalibrate after using ChatGPT, the team behind Stable Diffusion release a new open source language model & Mitchel Hashimoto weighs in on prompt engineering.

Feross and his team at Socket recently shipped a wrapper library for the ubiquitous npm package manager’s command-line interface that brings enhanced security when you need it most: before executing any code Bradly Farias lead this effort, so Jerod & Chris invited him on the show to learn all about it.

This week Adam is joined by Alex Gallego, Founder & CEO at Redpanda Data, to share his builder journey to create the Redpanda streaming data platform.

Large Language Model (LLM) capabilities have reached new heights and are nothing short of mind-blowing! However, with so many advancements happening at once, it can be overwhelming to keep up with all the latest developments. To help us navigate through this complex terrain, we’ve invited Raj - one of the most adept at explaining State-of-the-Art (SOTA) AI in practical terms - to join us on the podcast. Raj discusses several intriguing topics such as in-context learning, reasoning, LLM options, and related tooling. But that’s not all! We also hear from Raj about the rapidly growing data science and AI community on TikTok.

This week we’re joined by Zach Latta, the Founder of Hack Club. At 16, Zach tested out of high school and moved to SF to join Yo as their first engineer. After playing a key role at Yo, he founded Hack Club to help teen hackers start coding clubs around the world. Today, teen hackers can meet IRL, online, at a hackathon, or leverage Hack Club Bank a fiscal sponsor to create their own organization. Hack Club is the program Zach wished he had in high school.

Kara Deloss announces GitHub Accelerator’s 2023 cohort, Databricks releases the first open source, instruction-following LLM, fine-tuned on a human-generated instruction dataset licensed for research and commercial use, Mihai Parparita writes how he improved Tailscale thanks to Apple’s open source & Neal Fennimore asks and answers the question: Passkeys: what the heck and why?!

The panel dives into a topic that makes most software developers cringe: Professional networking. Starting with a definition - what does it even mean? - they go into hacks they’ve found for getting more comfortable with networking, building your network in person or online, and then using your network to find new job opportunities or consulting work.

This week we’re talking with Cory Doctorow (this episode contains explicit language) about his newest book Chokepoint Capitalism, which he co-autored with Rebecca Giblin. Chokepoint Capitalism is about how big tech and big content have captured creative labor markets and the ways we can win them back. We talk about chokepoints creating chickenized reverse-centaurs, paying for your robot boss (think Uber, Doordash, Amazon Drivers), the chickenization that’s climbing the priviledge gradient from the most blue collar workers to the middle-class. There are chokepoints in open source, AI generative art, interoperability, music, film, and media. To quote Cory, “We’re all fighting the same fight.”

Matthew Boyle, the author of Domain-Driven Design with Golang, sits down with Jon & Mat to talk about (you guessed it!) DDD with Go.

What can art historians and computer scientists learn from one another? Actually, a lot! Amanda Wasielewski joins us to talk about how she discovered that computer scientists working on computer vision were actually acting like rogue art historians and how art historians have found machine learning to be a valuable tool for research, fraud detection, and cataloguing. We also discuss the rise of generative AI and how we this technology might cause us to ask new questions like: “What makes a photograph a photograph?”

Ken Thompson’s 75-year-project is a jukebox for the ages, Tabby is a self-hosted AI coding assistant, Codeberg is a collaboration platform and Git hosting for open source software, content and projects, TheSequence explains The LLama Effect & Paul Orlando writes about Ghosts, Guilds and Generative AI.

This week we’re talking about LLMs with Simon Willison. We can not avoid this topic. Last time it was Stable Diffusion breaking the internet. This time it’s LLMs breaking the internet. Large Language Models, ChatGPT, Bard, Claude, Bing, GitHub Copilot X, Cody…we cover it all.

Grab a comfy seat and a hot cup of joe, because it’s time for some coffee talk with Nick & KBall! Special guest Thomas Eckert joins the party and brings a bunch of questions for us to discuss. Who wins in a fist fight: Tailwind CSS people or “real” CSS people? Is Agile overrated? What’s the longest bug you’ve ever chased? How about some underrated libraries/packages that people should know about? And more!

Mat & Johnny interview everyone’s favorite LLM (Natalie with a special hat on) to see if it’d make a good hire as a Go dev. Also, Mat tries to turn it into his very own creepy robot by asking personal questions about his co-hosts. Things get weird. In a good way?

Daniel and Chris explore the intersection of Kaggle and real-world data science in this illuminating conversation with Christof Henkel, Senior Deep Learning Data Scientist at NVIDIA and Kaggle Grandmaster. Christof offers a very lucid explanation into how participation in Kaggle can positively impact a data scientist’s skill and career aspirations. He also shared some of his insights and approach to maximizing AI productivity uses GPU-accelerated tools like RAPIDS and DALI.

Twitter publishes (some of) its recommendation algorithm, Toran Bruce Richards puts GPT-4 on autopilot, Simon Willison shares a good way for us to think about LLMs, Eric Elliot creates a powerful pseudocode programming language for LLMs & I define and demystify the term “stochastic parrot”.

Jerod & the gang catch you up on what’s new and poppin’ in the web development world. We go deep on GitHub Copilot X and the latest AI advancements, take a bathroom break while Nick talks about TypeScript 5 & continue the debate about the future of React.

We’re joined by the creators of Wails and Fyne to dig into writing Go code for different architectures and operating systems.

After years of working for Google on the Go Team, Filippo Valsorda quit last year to experiment with more sustainable paths for open source maintainers. Good news, it worked! Filippo is now a full-time open source maintainer and he joins Jerod on this episode to tell everyone exactly how he’s making the equivalent to his total compensation package at Google in open source.

We are seeing an explosion of AI apps that are (at their core) a thin UI on top of calls to OpenAI generative models. What risks are associated with this sort of approach to AI integration, and is explainability and accountability something that can be achieved in chat-based assistants? Beth Rudden of Bast.ai has been thinking about this topic for some time and has developed an ontological approach to creating conversational AI. We hear more about that approach and related work in this episode.

GitHub announces Copilot X, Mckay Wrigley created an open source ChatGPT UI buit with Next.js, TypeScripe & Tailwind CSS, OpenAI is also launching a ChatGPT plugin initiative, Brad Woods writes about juice in software development, Logto is an open source alternative to Auth0, Basaran is an open source alternative to the OpenAI text completion API & llama-cli is a straightforward Go CLI interface for llama.cpp.

Node core committer Erick Wendel joins Jerod & KBall to talk us through how he created his own JS runtime using V8, Libuv & more. Along the way we learn from his learnings, wrap our heads around the differences between Node, Bun & Deno, and talk about creating awesome content for developers… whether they like it or not!

In this episode Adam and Mireille discuss what it takes to develop a high performance mindset. Your mindset is the mental framework that influences your actions, your decisions, and your overall approach to life. Discover how to nurture a growth-oriented and positive mindset, fostering resilience, adaptability, and a commitment to self-improvement. This episode is a must-listen for anyone looking to optimize their mental framework and cultivate a growth-oriented mindset to achieve success in their personal and professional lives.

Our “Hacking with Go” series continues! This time Natalie & Johnny are joined by Ivan Kwiatkowski & Juan Andrés Guerrero-Saade and the conversation is we’re focused around generics and AI.

This week we’re talking with Georgi Gerganov about his work on Whisper.cpp and llama.cpp. Georgi first crossed our radar with whisper.cpp, his port of OpenAI’s Whisper model in C and C++. Whisper is a speech recognition model enabling audio transcription and translation. Something we’re paying close attention to here at Changelog, for obvious reasons. Between the invite and the show’s recording, he had a new hit project on his hands: llama.cpp. This is a port of Facebook’s LLaMA model in C and C++. Whisper.cpp made a splash, but llama.cpp is growing in GitHub stars faster than Stable Diffusion did, which was a rocket ship itself.

Michal Warda on self-hosting in 2023, Martin Heinz will never use Alpine Linux again, Oliver Rice at Supabase creates type constraints in Postgres with just 65 lines of SQL, Aaron Patterson converted a BMW shifter into a Bluetooth keyboard that can control Vim, Piet Terheyden has been curating beautiful & functional websites daily since 2013, Ryan Lucas put together a history of Visual Basic, turns out it’s easy for an open source project to buy fake GitHub stars & Mastodon hit 10 million accounts.

Dan Abramov & Joe Savona from the React Team join Jerod & Nick for a wide-ranging discussion about React’s place in the frontend ecosystem. We cover everything from React competing with React, their responses to SPA fatigue and recent criticisms, to Server Components and the future of the framework.

The panel discuss the parts of Go they never use. Do they avoid them because of pain in the past? Were they overused? Did they always end up getting refactoring out? Is there a preferred alternative?

Neural search and chat-based search are all the rage right now. However, You.com has been innovating in these topics long before ChatGPT. In this episode, Bryan McCann from You.com shares insights related to our mental model of Large Language Model (LLM) interactions and practical tips related to integrating LLMs into production systems.

This week we’re talking with Nathan Sobo about his next big thing. Nathan is known for his work on the Atom editor while at GitHub. But his work wasn’t finished when he left, so…he started Zed, a high-performance multiplayer editor that’s engineered for performance. And today, Nathan talks us through all the details.

Dalai is the simplest way to run LLaMA on your local machine, simple web tools that just work without annoying you, Wik is a tool to view wikipedia pages from your terminal, Rspack is a fast, Rust-based web bundler, Doodle is a pure Kotlin UI framework, Marqo is tensor search for humans & iLLA is an open source alternative to Retool.

This week Adam is joined by Jori Lallo, Co-founder of Linear, to talk about creating magical software and building high-quality software teams.

Zach Leatherman returns to the show to discuss his progress over the last year since going full-time on Eleventy, including Eleventy 2.0, the release of WebC, and the state of static site generators.

In a world where most documentation sucks, large language models write better than humans, and people won’t be bothered to type full sentences with actual punctuation. Two men… against all odds… join an award-worthy podcast… hosted by a coin-operated, singing code monkey (?)… to convince the developer world they’re doing it ALL wrong. Grab your code-generator and heat up that cold cup of coffee on your desk. Because this episode of Go Time is about to blow your docs off!

This week Adam talks with Marcin Kurc about chasing the 9s. Marcin is the Co-founder and CEO of Nobl9 where they build tools for managing service level objectives, aka SLOs. We also talk about service level agreements (SLAs), service level indicators (SLIs), error budgets, and monitoring, and how it all comes together to help teams align on goals, improve customer satisfaction, manage risks, increase transparency, and of course, a favorite around here…continuous improvement. Kaizen! This is an awesome deep dive into the world of chasing those 9s, and how teams are levering SLOs to earn the trust of their customers as well showcase transparency.

We’ve all experienced pain moving from local development, to testing, and then on to production. This cycle can be long and tedious, especially as AI models and datasets are integrated. Modal is trying to make this loop of development as seamless as possible for AI practitioners, and their platform is pretty incredible! Erik from Modal joins us in this episode to help us understand how we can run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without our own infrastructure.

Reorx lists awesome apps & tools using the new ChatGPT API, Ernie Smith ranks self-hosted app alternatives, Very Good Ventures brings Dart to the server, Daniel Stenberg tells curl’s NuGet story & Hacker Stations showcases tech workspace setups from all over the world.

KBall and Nick interview one of the leaders of the Tauri project about this next generation app bundling toolkit: the security, size, and performance features that make it special (and dare we say, better than Electron?), and what’s coming next.

This is our 9th Kaizen with Adam & Jerod. We start today’s conversation with the most important thing: embracing change. For Gerhard, this means putting Ship It on hold after this episode. It also means making more time to experiment, maybe try a few of those small bets that we recently talked about with Daniel. Kaizen will continue, we are thinking on the Changelog. Stick around to hear the rest.

This week we’re joined by Brigit Murtaugh, Product Manager on the Visual Studio Code team at Microsoft, and we’re talking about Development Containers and the Dev Container spec. Ever since we talked with Cory Wilkerson about Coding in the cloud with Codespaces we’ve wanted to get the Changelog.com codebase setup with a dev environment in the cloud to more easily support contributions. After getting a drive-by contribution from Chris Eggert to add a Dev Container spec to our codebase, we got curious and reached out to Brigit and asked her to come on the show to give us all the details.

With the recent proliferation of generative AI models (from OpenAI, co:here, Anthropic, etc.), practitioners are racing to come up with best practices around prompting, grounding, and control of outputs. Chris and Daniel take a deep dive into the kinds of behavior we are seeing with this latest wave of models (both good and bad) and what leads to that behavior. They also dig into some prompting and integration tips.

Sahn Lam details Stack Overflow’s monolith/on-prem architecture, Hillel Wayne asks the Lobsters community for killer libraries, Linux 6.2 is ready to run on M1 Macs thanks to Asahi Linux, Johan Halse writes up what to expect from your web framework & Eli Bendersky on using GoatCounter for blog analytics.

This week Evan Prodromou is back to take us deeper into the Fediverse. As many of us reconsider our relationship with Twitter, Mastodon has been by-and-large the target of migration. They helped to popularize the idea of a federated universe of community-owned, decentralized, social networks. And, at the heart of it all is ActivityPub. ActivityPub is a decentralized social networking protocol published by the W3C. It is co-authored by Evan as well as; Christine Lemmer-Webber, Jessica Tallon, Erin Shepherd, and Amy Guy. Today, Evan shares the details behind this protocol and where the Fediverse might be heading.

Una & Adam from The CSS Podcast defend their Frontend Feud title against challengers David & Shaw from the keyframers. Let’s get it on!

We’re super excited to welcome Jay Alammar to the show. Jay is a well-known AI educator, applied NLP practitioner at co:here, and author of the popular blog, “The Illustrated Transformer.” In this episode, he shares his ideas on creating applied NLP solutions, working with large language models, and creating educational resources for state-of-the-art AI.

Simon Willison rounds up the goings on around Microsoft’s new GPT-powered Bing search, The Vue/Vite team build a nimble web client for Mastodon, Will Larson writes about writing an engineering strategy, Denis Pushkarev seeks support to maintain core-js & I share a lightning round of cool tools I’ve found and used recently. ⚡️

Amal sits down for a one-on-one with Alex Russell, Microsoft Partner on the Edge team, and former Web Standards Tech Lead for Chrome, whose recent post, The Market for Lemons, stirred up a BIG conversation in the web development community. Have we really lost a decade in potential progress? What happened? Where do we go from here?

This week we’re talking to Rachel Potvin, former VP of Engineering at GitHub about what it takes to scale engineering. Rachel says it’s a game-changer when engineering scales beyond 100 people. So we asked to her to share everything she has learned in her career of leading and scaling engineering.

Our “what’s new in Go” correspondent Carl Johnson joins Mat & Johnny to discuss… what’s new in Go 1.20, of course! What’d you expect, an episode about Rust?! That’s preposterous…

Tim McNamara is known as New Zealand’s Rust guy. He is the author of Rust in Action, and also a Senior Software Engineer at AWS, where he helps other builders with all things Rust. The main reason why Gerhard is intrigued by Rust is the incredible resource frugality. Fewer CPUs means less energy used, which is good for the planet, and good for the monthly bill. This becomes most noticeable at Amazon’s scale, when S3, Lambda, CloudFront and other services start adding Rust components.

We’ve been hearing about “serverless” CPUs for some time, but it’s taken a while to get to serverless GPUs. In this episode, Erik from Banana explains why its taken so long, and he helps us understand how these new workflows are unlocking state-of-the-art AI for application developers. Forget about servers, but don’t forget to listen to this one!

Alice Girard Guittard finds out how much she could you really get out of a $4 VPS, Brett Cannon wonders if using TOML for .env files is a good idea, Nic Mulvaney details how they count unique visitors to a website without using cookies, UIDS, or fingerprinting, after a few months, Chris Coyier is still using the Arc browser & Alex Kladov pens a love letter to Deno.

This week we invited our friend Mat Ryer to join us for some good conversation about some Git tooling that’s been on our radar. You may know Mat from Go Time and also Grafana’s Big Tent, which we help to produce. We speculate, we discuss, we laugh, and Mat even breaks into song a few times. It’s good fun.

The panel dives into the current hot topic that is Generative AI. They start by defining it (a surprisingly difficult topic), then go into experiences they’ve had, how to get started working with it as a developer, and where they think it will and will not be useful in the near future.

A quick look at the history of building web apps, followed by a discussion of htmx and how it compares to both modern and traditional ways of building.

Worlds are colliding! This week we join forces with the hosts of the MLOps.Community podcast to discuss all things machine learning operations. We talk about how the recent explosion of foundation models and generative models is influencing the world of MLOps, and we discuss related tooling, workflows, perceptions, etc.

OpenAI’s working on an AI classifier trained to distinguish between AI-written and human-written text, Oz Nova and Myles Byrne created a guide to teach yourself computer science, Charles Genschwap recently realized that all the various programming philosophies can be boiled down into a simple statement about how to work with state, you probably don’t need Lodash or Underscore anymore & Waseem Daher thinks scalability is overrated.

A deep dive into Qwik, how it makes your apps fast by default, and the carefully calibrated amount of “magic” that makes it uniquely powerful.

It’s “Call For Papers” (CFP) season in Go land, so we gathered some seriously experienced conference organizers to help YOUR submission be the best ever.

In our ops & infra world, we learn to optimise for redundancy, for mean time to recovery and for graceful degradation. We instinctively recognise single points of failure, and try to mitigate the risks associated with them. For some years now, Daniel Vassallo has been doing the same, but in the context of life & work. Daniel talks about the role of randomness, about learning from small wins & about optimising for a lifestyle that matches your true preferences,. Apparently, ideas too should be treated like cattle, not pets.

What’s the current reality and practical implications of using 3D environments for simulation and synthetic data creation? In this episode, we cut right through the hype of the Metaverse, Multiverse, Omniverse, and all the “verses” to understand how 3D assets and tooling are actually helping AI developers develop industrial robots, autonomous vehicles, and more. Beau Perschall is at the center of these innovations in his work with NVIDIA, and there is no one better to help us explore the topic!

Jeremia Kimelman takes stock of his “data tool belt”, Build Your Own Redis with C/C++ is ready to read, giscus is a comments system powered by GitHub Discussions, Matt Rickard says prompt engineering shouldn’t be a thing and won’t be a thing in the future & Kolja Lubitz’s ALPACA is engine for building adventure games and interactive comics.

This week we’re talking about mainframes with Cameron Seay, Adjunct Professor at East Carolina University and a member of the Governing Board of the Open Mainframe Project. If you’ve been curious about mainframes, this show will be a great guide. Cameron explains exactly what a mainframe is and how it’s different from the cloud. We talk COBOL and the state of education and opportunities around that language. We cover the state-of-the-art in mainframe land, System Z, Linux on mainframes, and more.

Ole Bulbuk & Sandor Szücs join Natalie to discuss the ins & outs of long-term code maintenance. What does it take to maintain a codebase for a decade or more? How do you plan for that? What about inheriting a codebase for the long term? Oh, and (how) can AI help?

Last September, at the 🇨🇭 Swiss Cloud Native Day, Florian Forster, co-founder & CEO of ZITADEL, talked about why they switched to serverless containers. ZITADEL has a really interesting workload that is both CPU intensive and latency sensitive. On top of this, their users are global, and traffic is bursty. Florian talks about how they evaluated AWS, GCP & Azure before they settled on the platform that met their requirements.

Creating and sharing reproducible development environments for AI experiments and production systems is a huge pain. You have all sorts of weird dependencies, and then you have to deal with GPUs and NVIDIA drivers on top of all that! brev.dev is attempting to mitigate this pain and create delightful GPU dev environments. Now that sounds practical!

Fred K. Schott joins the party again to discuss all the new and fun changes in Astro 2. Nick and KBall dig in on what’s new, what’s exciting, and what to expect from the framework built around content.

Max Countryman wrote up a framework for prioritizing tech debt, shadcn builds a copy/paste-able UI component library in public, Justin Etheredge shares 20 things he’s learned in his 20 years as a software engineer, Jacob Stopak’s git-sim lets you easily visualize git operations without affecting your repo & Mattias Wadman implemented jq in jq.

This week we’re talking about by Postgres with Craig Kerstiens, Chief Product Officer at Crunchy Data, and a well known ambassador for Postgres. Just Postgres. That’s what this week’s show is about.

Jerod & the gang analyze the State of JS 2022 survey results, play a wicked game of HeadLIES & share some Pro Tips to help you live your best dev life.

Lars is big on Elixir. Think apps that scale really well, tend to be monolithic, and have one of the most mature deployment models: self-contained releases & built-in hot code reloading. In episode 7, Gerhard talked to Lars about “Why Kubernetes”. There is a follow-up YouTube stream that showed how to automate deploys for an Elixir app using K3s & ArgoCD. More than a year later, how does Lars think about running applications in production? What does simple & straightforward mean to him? Gerhard’s favourite: what is “human scale deployments”?

Tech lawyer Luis Villa returns to Go Time to school us once again on the intellectual property concerns of software creators in this crazy day we live in. This time around, we’re focusing on the implications of Large Language Models, code generation, and crazy stuff like that.

Why is ML is so poorly adopted in small organizations (hint: it’s not because they don’t have enough data)? In this episode, Kirsten Lum from Storytellers shares the patterns she has seen in small orgs that lead to a successful ML practice. We discuss how the job of a ML Engineer/Data Scientist is different in that environment and how end-to-end project management is key to adoption.

WestArtFactory’s premium PCB cheat sheets, Maxime Topolov tells of a disappearing AWS dev, Juspay Technologies releases HyperSwitch for payment processing, Servo gets new funding for 2023 & Cloudflare’s open source Wildebeest.

Jerod is joined by Yehonathan Sharvit, author of Data-Oriented Programming, to discuss the virtues of treating data as a first-class citizen in our applications and the four principles that make it possible.

KBall and Chris dive into the current JavaScript trends towards smaller frameworks, compiled JavaScript, and why Chris believes “this time is different” with regards to developers caring about network speed and reducing JS sent over the wire.

Paul Smith (from “Obama’s Trauma Team”) tells us the tale of how Go played a big role in the rescuing and rebuilding of the HealthCare.gov website. Along the way we learn what the original team did wrong, how the rescue team kept it afloat during huge traffic spikes, and what they’ve done since to rebuild it to serve the people’s needs.

Marcos Nils has been into platform engineering for the best part of the last decade. He helped architect & build developer platforms using VMs & OpenStack, containers with Docker, and even Kubernetes. He did this at startups with 10 people, as well as large, publicly traded companies with 1000+ software engineers. Today we talk with Marcos about the hard parts of platform engineering.

Daniel and Chris do a deep dive into OpenAI’s ChatGPT, which is the first LLM to enjoy direct mass adoption by folks outside the AI world. They discuss how it works, its effect on the world, ramifications of its adoption, and what we may expect in the future as these types of models continue to evolve.

Brandur Leach’s easy, alternative soft deletion strategy, Lane Wagner’s zen of proverbs, Nicolas Carlo says fake it until you can automate it, Felix A. Crux thinks feeds are the only civilized way to read online & Ben Thompson analyzes AI and the big five tech companies.

Welcome to 2023 — we’re kicking off the year talking to Justin Searls about the state of web development and why he just might write a “You Might Not Need React” post. He’s been so productive using Turbo and Stimulus (and tailwind) in Rails 7 that we had to talk about the state of Rails development today and a bunch of other fun topics around building for the web in 2023.

It’s our 4th annual New Year’s party! Jerod & the gang review our (failed) resolutions from last year, discuss what’s trending in the web world, make a few predictions of our own & even set some new (probably failed) resolutions for this year.

Mat and the gang ring in the new year by gathering around a make believe fireplace and discussing what they’re excited about in 2023, their new years resolutions & a little bit of Go talk, too. But only a little.

Welcome to 2023! A new year is the perfect time to start with a fresh perspective. Given a few bare metal hosts with fast, local storage, how would you run your workloads on them? Would you cluster them for redundancy? What operating system would you choose? Steve Francis, CEO at Sidero Labs and Andrew Rynhard, CTO at Sidero Labs join us today to talk about running Talos Linux on bare metal.

While at EMNLP 2022, Daniel got a chance to sit down with an amazing group of researchers creating NLP technology that actually works for their local language communities. Just Zwennicker (Universiteit van Amsterdam) discusses his work on a machine translation system for Sranan Tongo, a creole language that is spoken in Suriname. Andiswa Bukula (SADiLaR), Rooweither Mabuya (SADiLaR), and Bonaventure Dossou (Lanfrica, Mila) discuss their work with Masakhane to strengthen and spur NLP research in African languages, for Africans, by Africans. The group emphasized the need for more linguistically diverse NLP systems that work in scenarios of data scarcity, non-Latin scripts, rich morphology, etc. You don’t want to miss this one!

Jackson Huff’s clipboard powertool for the command line, Fernando Borretti thinks tools for thought should be unbundled, Listen Notes helps you run a microfeed on Cloudflare, Martin Rue says to be productive, be prepared & Paul Sawers takes TechCrunch readers inside Matrix and features its recent adoption wins.

Our 5th annual year-end wrap-up episode! Sit back, relax, pour a glass of your favorite beverage and join us for listener voice mails, our favorite episodes, some must-listens, and of course the top 5 most listened to episodes of the year. Thanks for listening! 💚

We’re back! This is from our “lost episodes” — This is your brain…and this is your brain on burnout, any questions? OK, but seriously, burnout effects everyone, even if they/you don’t admit it. Burnout is a state of physical, emotional, and mental exhaustion caused by prolonged stress. It can affect ANYONE, but it is especially common among high-performers who push themselves to the limit. In this episode, we dive into the latest research on burnout and its effects on the brain, as well as offer practical advice for preventing and managing burnout. If you’re heading into 2023 feeling overwhelmed and drained, this episode is for you.

To wrap up the year we’re talking about what’s breaking the internet, again. Yes, we’re talking about ChatGPT and we’re joined by our good friend Shawn “swyx” Wang. Between his writings on L-Space Diaries and his AI notes repo on GitHub, we had a lot to cover around the world of AI and what might be coming in 2023. Also, we have one more show coming out before the end of the year — our 5th annual “State of the log” episode where Adam and Jerod look back at the year and talk through their favorite episodes of the year and feature voices from the community. So, stay tuned for that next week.

Deno creator Ryan Dahl goes one-on-one with Jerod to discuss their new npm support, why he’s so excited about JavaScript containers, Deno Deploy’s present & future, what he thinks about alternative runtimes like Bun, WinterCG, how Wasm fits into the story & more!

Mat invites Bartłomiej Płotka, Kemal Akkoyun & Christian Simon to discuss how to make Go code more efficient through modern observability practices.

Eight months ago, in 🎧 episode 49, Alex Sims (Solutions Architect & Senior Software Engineer at James & James) shared with us his ambition to help migrate a monolithic PHP app running on AWS EC2 to a more modern architecture. The idea was some serverless, some EKS, and many incremental improvements. So how did all of this work out in practice? How did the improved system cope with the Black Friday peak, as well as all the following Christmas orders? Thank you Alex for sharing with us your Ship It! inspired Kaizen story. It’s a wonderful Christmas present! 🎄🎁

José and Ricardo joined Daniel at EMNLP 2022 to discuss state-of-the-art machine translation, the WMT shared tasks, and quality estimation. Among other things, they talk about Unbabel’s innovations in quality estimation including COMET, a neural framework for training multilingual machine translation (MT) evaluation models.

tRPC helps you move fast and break nothing, Michael Muré embeds a bug tracker in git, Fatih Kadir Akın curates some awesome ChatGPT prompts, Mike Nikles thinks dev environments in the cloud are a half-baked solution & Georgi Gerganov ports OpenAI’s Whisper model to a lightweight, portable C/C++ program.

This week we’re joined by Christina Warren, Senior Developer Advocate at GitHub, and a true tech and pop culture connoisseur. From her days at Mashable covering the intersections of entertainment and technology, to Gizmodo, to Microsoft, and now her current role at GitHub we talk with Christina about her journey from journalist to developer, and the latest happenings coming out of GitHub Universe. BTW, we’re planning to get Christina on Backstage in the new year to talk about Plex, MakeMKV, and all things that go into hosting your own media server. Drop a commment on this episode with a +1 if you want to see that happen.

KBall interviews CSS instructor & YouTuber extraordinaire Kevin Powell in a wide ranging discussion about CSS and how to learn it - what to start with, what to ignore, and various topics in between.

Ivan Kwiatkowski joins Natalie once again for a follow-up episode to Hacking with Go: Part 2. This time we’ll get Ivan’s perspective on the way Go’s security features are designed and used, from the user/hacker perspective. And of course we will also talk about how AI fits into all this…

Narayanan Raghavan leads the global SRE organization that runs Red Hat managed cloud services including OpenShift Dedicated, Azure Red Hat Openshift, Red Hat OpenShift Service on AWS, and Red Hat OpenShift Data Science among others across the three major cloud providers: AWS, GCP & Azure. We start with a high-level discussion about DevOps, SRE & platform engineering, and then we dig into SRE specifics, including what it takes to safely roll out updates across many tens of thousands of OpenShift clusters.

In this special episode, we interview some of the sponsors and teams from a recent case competition organized by Purdue University, Microsoft, INFORMS, and SIL International. 170+ teams from across the US and Canada participated in the competition, which challenged students to create AI-driven systems to caption images in three languages (Thai, Kyrgyz, and Hausa).

Jonas Degrave builds a virtual machine inside ChatGPT, Advent of Code 2022 is in full swing, Mat Ryer impersonates Liam Neeson as web developer, Luca Hammer’s Fedifinder project helps you join the Fediverse & we chat with Brian (BDougie) Douglas about Open Sauced at All Things Open 2022.

This week we’re back at All Things Open 2022 covering the hallway track. Up first is Shivay Lamba and he’s schooling us on all things server-side WASM. It’s the new hotness. After that, we talk with Yishai Beeri, CTO of LinearB about the world of code review, PR queues, AI developers, and making human developers more efficient, and happier. And last, we talk with Guy Martin from NVIDIA about what’s going on in the Industrial Metaverse. He shares details about an open source project developed by Pixar called Universal Scene Description (USD) and what they’re doing with NVIDIA Omniverse.

Thomas Steiner (Web Developer Advocate at Google) joins Amal & Nick to talk about Project Fugu – an effort to close gaps in the web’s capabilities enabling new classes of applications to run on the web.

That is the question. Whether ’tis nobler in the mind to suffer the slings and arrows of outrageous test coverage, or to take arms against a sea of bugs…

In today’s episode, we have the pleasure of two guests: Whitney Lee, Staff Technical Advocate at VMware, the one behind the ⚡️ Enlightning episodes, and Mauricio Salatino, which you already know from 🎧 shipit.show/41 on Continuous Delivery for Kubernetes. The two of them gave the most amazing KubeCon NA Keynote last month: What a RUSH! Let’s Deploy Straight to Production! So how do we create an Internal Development Platform that enables anyone on the team to deploy straight to production with the confidence that everything will just work?

There are some big AI-related controversies swirling, and it’s time we talk about them. A lawsuit has been filed against GitHub, Microsoft, and OpenAI related to Copilot code suggestions, and many people have been disturbed by the output of Meta AI’s Galactica model. Does Copilot violate open source licenses? Does Galactica output dangerous science-related content? In this episode, we dive into the controversies and risks, and we discuss the benefits of these technologies.

Heroku’s free plans officially reach EOL, Swyx explains the mixed reaction to Stable Diffusion 2.0, a real Twitter SRE explains how it continues to stay up even with ~80% gone, Tyler Cipriani tells us about one of Git’s coolest, most unloved features & we chat with Joel Lord about brewing beer with IoT & JavaSCript at All Things Open 2022. Oh, and help make this year’s state of the “log” episode awesome by lending your voice!

This week we’re back talking to Gergely Orosz — this time not quite about the insane tech hiring market, but more so the flip side, the 180, the not so good tech hiring market, the layoff market and what you can expect. There’s a lot of FUD out there, so hopefully this show gives you a lens into what’s really going on, and what to really expect. Maybe more so, how to keep your job or find a new job. We come to this topic with great compassion and great understanding, so please…there is a community here for you. There’s a lot of people in our Slack. Call it your home, it’s free to join and everyone is welcome.

Debbie O’Brien –Senior Program Manager at Microsoft– joins Amal & Nick for a deep-dive on Playwright, an automation library for cross-browser end-to-end testing. Along the way, we learn why Microsoft decided to fork Puppeteer, Playwright’s unique value proposition, cool features like auto-waiting & the trace viewer, how it compares to Cypress & a lot more.

Nishant Roy, Engineering Manager at Pinterest Ads, joins Johnny & Jon to detail how they’ve managed to continue shipping quality software from startup through hypergrowth all the way to IPO. Prepare to learn a lot about Pinterest’s integration and deployment pipeline, observability stack, Go-based services and more.

For our last 2022 Kaizen episode, we went all out: 💪 @jerod outdid himself in the number of improvements shipped between Kaizens 🕺 A few of our listeners contributed → prompted us to create a new contributing guide 🗺 We now have a new infrastructure diagram All of this, and a whole lot more, is captured as GitHub discussion 🐙 changelog.com#433. If you want to see everything that we improved, that is a great companion to this episode.

Matt Healy says your next smart device is a $30 Kindle, Changelog sets up an instance as Mastodon takes off, Anurag Bhagsain puts OpenAI’s GPT-3 in your CLI, Kirill Rogovoy argues that no architecture is better than bad architecture & we talk to Mish Manners at All Things Open 2022.

This week we’re taking you to the hallway track of All Things Open 2022 in Raleigh, NC. Let’s set the stage, here’s what we like do when we go to conferences — we setup our podcast studio at our booth where all the other vendors are and we talk to everyone we can. We give out t-shirts, stickers, pins, high fives…and it’s a blast. Today’s anthology episode from ATO features: Arun Gupta (VP and GM of Open Ecosystem Initiatives at Intel), long-time friend Chad Whitacre (Head of Open Source at Sentry), and Ricardo Sueiras (Principal Advocate in Open Source at AWS). The common denominator for each of these conversations is advocating for and supporting open source. Special thanks to Todd Lewis and team for inviting us to come back to ATO. We enjoyed meeting long time fans and new ones too.

KBall and Boneskull dive deep with Paloma Oliveira on the cultural and social consequences of open source software, explore her background in arts and government-supported open source, and discuss practical approaches to change the culture of open source towards more sustainability.

In your company, who designs the end-to-end developer experience? From design to implementation, what is the developer experience that you actually ship? Even though the average developer wastes almost half of their working hours because of bad DX, many of us don’t even know what that means, or how to improve it. Kenneth Auchenberg is working at Stripe, building economic infrastructure for the internet. Gerhard found his perspective on Developer Experience Infrastructure (DXI) refreshingly simple, as well as very useful.

On a previous episode of Go Time we discussed binary bloat, and how the Go protocol buffer implementation is a big offender. In this episode we dive into the history of protocol buffers and gRPC, then we discuss how the protocol and the implementation can vary and lead to things like binary bloat.

Online platforms and their users are susceptible to a barrage of threats – from disinformation to extremism to terror. Daniel and Chris chat with Matar Haller, VP of Data at ActiveFence, a leader in identifying online harm – is using a combination of AI technology and leading subject matter experts to provide Trust & Safety teams with precise, real-time data, in-depth intelligence, and automated tools to protect users and ensure safe online experiences.

Roger Lee has been tracking all tech layoffs since COVID-19, Amanda Hoover says tech worker demand is still high, ntfy helps you send push notifications for free, devenv lets you share development environments without containers, Markdoc scales from personal blogs to massive documentation sites & we talk with Mike Bifulco at All Things Open 2022.

This week we’re back for part 2 with Adam Wiggins — going beyond Heroku and the story of Muse (listen to part 1). After a six-year adrenaline high on Heroku, Adam needed time to recover and refill the creative well. So, he moved to Berlin, did some gig work with companies…dabbled in investing and advising. But he wasn’t satisfied. Adam likes to build things. Ultimately, he was just waiting for the right time to reconnect with James Lindenbaum and Orion Henry — the same fellas he created Heroku with. Eventually they founded Ink & Switch, an independent research lab which led to innovations that made Muse possible. Muse is a tool for deep work and thinking on iPad and Mac. Today’s show is all about that journey and the details in-between.

Estelle Weyl has been building the web since 1999 and documenting it since 2007. Today she joins Amal for a loooong and deeeep conversation about new and !important features of CSS & HTML. Sit down, strap in, and prepare to be schooled!

Natalie & Ian welcome Liran Haimovitch & Tiago Queiroz to the show for a discussion focused on debugging Go programs. They cover good & bad debugging practices, the difficulty of debugging in the cloud, the value of errors logs & metrics, the practice of debugging in production (or not) & much more!

In today’s episode we have the pleasure of Audun Fauchald Strand, Principal Software Engineer at NAV.no, Norway’s Labour & Welfare Administration. We will be talking about NAIS.io, the application platform that runs on-prem, as well as on the public cloud. Imagine hundreds of developers shipping on an average day 300 changes into a system which processes $100,000,000 worth of transactions on a quiet week. If you think this is hard, consider the context: a government institution which must comply with all laws & regulations.

It’s been a while since we’ve touched on quantum computing. It’s time for an update! This week we talk with Yonatan from Quantum Machines about real progress being made in the practical construction of hybrid computing centers with a mix of classical processors, GPUs, and quantum processors. Quantum Machines is building both hardware and software to help control, program, and integrate quantum processors within a hybrid computing environment.

Colin Bartlett’s 50 useful Vim commands, Jeremey Utley on why your first ideas aren’t always the best, Emanuele Rocca’s pets configuration management project, our Kaizen shirts are now on sale & Arun Venkatesen makes a microsite for infinite canvas tools.

This week on The Changelog we’re joined by Adam Wiggins, co-founder and former CTO of Heroku, for an exclusive trip down Heroku memory lane. Adam and Jerod are both tremendous fans of Heroku and believe (to this day) they represent the apex in developer experience for delivering code to production. We talk through the beginnings of Heroku, the v1 most people have forgotten about, the era of web hosting back in 2008-2010, the serendipity of Silicon Vally in those days, pitching to Y Combinator, the makings of git push heroku, the Heroku style and name, the sale of Heroku to Salesforce, potential regrets — and we tee up part 2 coming next week with Adam going beyond Heroku and the story of Muse.

Maggie Johnson-Pint from Stanza sits down with Amal & Divya for a deep-dive in to the production side of the development world. If you’re at all curious (and/or intimidated) by terms like Site Reliability Engineering (SRE), Service Level Objective (SLO), OpenTelemetry, distributed tracing, and the like… this episode’s for you!

Today we’re talking about uses for Go in the medical industry. Tim Stiles develops and maintains a Go package for synthetic biology and molecular biology called Poly. It has broad applications for biotech R&D, but also has very direct applications to medicine.

15 years ago, Gerhard discovered magic in the form of Ruby on Rails. It was intuitive and it just worked. That is the context in which Gerhard fell in love with infrastructure and operations. Today, for special episode 77, we start at Seven Shipping Principles, and, in the true spirit of Ship It, we’ll see what happens next. Our guest is David Heinemeier Hansson, creator of Ruby on Rails, co-founder of Basecamp & HEY, and a lot more - check out dhh.dk.

Recently Chris and Daniel briefly discussed the Open RAIL-M licensing and model releases on Hugging Face. In this episode, Daniel follows up on this topic based on some recent practical experience. Also included is a discussion about graph neural networks, message passing, and tweaking synthesized voices!

This week we’re doing some Linux mythbusting and talking retro gaming with Jay LaCroix from Learn Linux TV. This is a preview of what’s to come from our trip to All Things Open next week. By the way, make sure you come and check us out at booth 60. We’ll be recording podcasts, shaking hands, giving out t-shirts and stickers…and speaking of gaming, you can go head-to-head with us on Mario Kart or Rocket League on the Nintendo Switch. We’re giving that Switch away to a lucky winner at the conference, but you have to play to win. If you’re there, make sure you come see us because we want to see you.

Nick & Amelia welcome the co-authors of Tiny CSS Projects to discuss their awesome new (and still in-progress) Manning book all about CSS! Use code podjsparty20 when checking out to save 40% (good for all products in all formats!) and join the JS Party community chat for a chance to win a free ebook copy!

Mat Ryer gathers a gang of ghouls and ghosts to tell spooky developer stories! Join us to hear tales of Mat’s $1k nightmare, Dee’s infinite loop of horror, Natalie’s haunted time as a junior dev & many, many more.

In today’s episode, we talk about distroless, ko, apko, melange, musl and glibc. The context is Wolfi OS, a community Linux OS designed for the container and cloud-native era. If you are looking for the lightest possible container base image with 0 CVEs and both glibc and musl support, Wolfi OS & the related chainguard-images are worth checking out. Ariadne Conill is an Alpine Linux TSC member & Software Engineer at Chainguard.

This panel discussion was recorded at a recent event hosted by a company, Aryballe, that we previously featured on the podcast (#120). We got a chance to discuss the AI-driven technology transforming the order/fragrance industries, and we went down the rabbit hole discussing how this technology is being adopted at large, well-established companies.

Valerian Saliou’s Sonic search backend, Brandon Willett on how to build software like an SRE, DHH on why they’re leaving the cloud, Amos’ HTTP crash course nobody asked for & Sam Magura tells why he and the Spot team are breaking up with CSS-in-JS.

This week we’re talking with Will McGugan about using the terminal to not just build software, but also to deliver software. Will is a few months into his journey of building Textualize, a company he started around his open source projects Textual and Rich. When combined Textual and Rich give you a Python framework to build beautiful full-featured TUIs for the Terminal. We talk with Will about his big idea of the terminal as a platform, how he got here from first principles, what it takes to build Textual apps and whether or not they can replace not so good web admins, building, launching, and distributing Textual apps, why Python was his choiice of language, the big picture and business model behind Textualize, and why he’s building this as open source and in public.

What do Story of the Week, HeadLIES & Pro Tip Time have in common? They’re all games we play on this seriously ridiculous episode of JS Party!

In this episode, we’re joined by tech Lawyer Luis Villa to explore the question, who owns code? The company, the engineer, the team? What about when you’re using AI, Machine learning, GitHub Copilot… is that still your code?

Few genuinely need a multi-cloud setup. There is plenty of advice out there which mostly boils down to don’t do it, you will be worse off. Vex.dev is a startup that provides APIs for video and audio streaming. The hard part is real-time combined with massive scale - think hundreds of thousands of concurrent connections. They achieve this by using a combination of Fly.io, AWS and GCP. Jason Carter, founder of Vex Communications, is joining us today to talk about the multi-cloud setup that vex.dev runs.

The Open Podcast Prefix Project is a free and open source podcast prefix analytics service committed to open data and listener privacy. This hits close to home for us in a couple ways, so we invited the project’s creator, John Spurlock, Backstage to learn more about it.

People are starting to wake up to the fact that they have control and ownership over their data, and governments are moving quickly to legislate these rights. John K. Thompson has written a new book on the topic that is a must read! We talk about the new book in this episode along with how practitioners should be thinking about data exchanges, privacy, trust, and synthetic data.

We revisit our Harmonai story from last week, Jamie Tanna reviews posting his salary history publicly, Sid Sijbrandij’s new (open core) venture fund, Zed Shaw thinks Stripe is like Paypal in 2010 & Helix is a new Rust-based terminal.

Docusaurus maintainer Sébastien Lorber joins Jerod & Amal for a deep-dive on everybody’s favorite documentation generator. It’s back with a big 2.0 release, boasts some big users, and has a big set of new features such as document versioning, a plugin architecture, and more.

This week we’re talking about serverless Postgres! We’re joined by Nikita Shamgunov, co-founder and CEO of Neon. With Neon, truly serverless PostgreSQL is finally here. Neon isn’t Postgres compatible…it actually is Postgres! Neon is also open source under the Apache License 2.0. We talk about what a cloud native serverless Postgres looks like, why developers want Postgres and why of the top 5 databases only Postgres is growing (according to DB-Engines Ranking), we talk about how they separated storage and compute to offer autoscaling, branching, and bottomless storage, we also talk about their focus on DX — where they’re getting it right and where they need to improve. Neon is invite only as of the recording and release of this episode, but near the end of the show Nikita shares a few ways to get an invite and early access.