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?!

We’re talking with Syrus Akbary about WebAssembly and Wasmer — a standalone just in time WebAssembly runtime aiming to be fully compatible with Emscripten, Rust, and Go. We talked about taking WebAssembly beyond the browser, universal binaries, what’s an ABI?, running WebAssembly from any language, and what a world might look like with platform independent universal binaries powered by WebAssembly.

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.

Chris Anderson, former Editor-in-Chief of WIRED and a true pioneer in the world of drones, joined the show to talk about his hobby gone wrong, how he started 3D Robotics, DIY Drones, and Dronecode. We also talked about his newest passion, DIY Robocars.

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.

Today we welcome Matt Klein into our Maintainer Spotlight. Matt is the creator of Envoy, born inside of Lyft. It’s an edge and service proxy designed for cloud-native applications. Envoy was unexpectedly popular, and completely changed the way Lyft considers what and how to open source. While Matt has had several opportunities to turn Envoy into a commercial open source company, he didn’t. In today’s conversation with Matt we learn why he choose a completely different path for the project.

We’re talking with Evan Conrad — for most of Evan’s life he has suffered from severe panic attacks, often twice per week. Eventually he stumbled upon a therapy method called Cognitive Behavioral Therapy, or CBT for short, and saw positive results. This led him to create Quirk, an open source iOS app which allows its users to practice one of the most common formats of CBT.

On the show we mentioned a new podcast we’re launching called Brain Science — it’s hosted by Adam Stacoviak and Mireille Reece, a Doctor of Clinical Psychology. Brain Science is a podcast for the curious that explores the inner-workings of the human brain to understand behavior change, habit formation, mental health, and the human condition. It’s Brain Science applied — not just how does the brain work, but how do we apply what we know about the brain to better our lives. Stay tuned after the show for a special preview of Brain Science.

If you haven’t yet, right now would be a great time to subscribe to Master at changelog.com/master. It’s one feed to rule them all, plus some extras that only hit the master feed.

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.

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.

We’re joined again by José Valim talking about the recent acquihire of Plataformatec and what that means for the Elixir language, as well as José. We also talk about Dashbit a new 3 person company he helped form from work done while at Plataformatec to help startups and enterprises adopt and run Elixir in production. Lastly we talk about a new idea José has called Bytepack that aims to help developers package and deliver software products to developers and enterprises.

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.

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 Sourcegraph), 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.

From KubeCon + CloudNativeCon 2017 — Brendan Burns (Kubernetes co-founder) and Gabe Monroy (creator of Deis) joined the show to talk about the origin, impact, and future of Kubernetes and cloud infrastructure.

Johannes Schickling (Founder of Graphcool) joined the show to talk about GraphQL — an application layer query language from Facebook. We talked about what it is, where it makes sense to use it, its role in serverless architectures, getting docs for free via Schemas and Types, and the community that’s rallying around this new way to think about APIs.

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.

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.

Jonathan Turner, Andrés Robalino, and Yehuda Katz joined the show to talk about Nushell, or just Nu for short. It’s a modern shell for the GitHub era. It’s written in Rust, and it has the backing of some of the greatest minds in open source. We talk through what it is, how it works and cool things you can do with it, why Rust, ideas for the future, and ways for the community to get involved and contribute.

If you find yourself chasing shiny objects and squirrels all time, you should 💯 listen to this episode featuring Ozan Onay (President of Bradfield School of Computer Science) where we discuss his recent blog post entitled You Are Not Google which was the #1 link in Changelog Weekly - Issue #159. This show is full of wisdom and advice for every developer out there.

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.

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.

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.

We talk with Dan Kohn, the Executive Director of the Cloud Native Computing Foundation to catch up with all things cloud native, the CNCF, and the world of Kubernetes.

Dan updated us on the growth KubeCon / CloudNativeCon, the state of Cloud Native and where innovation is happening, serverless being on the rise, and Kubernetes dominating the enterprise.

Eric Normand joined the show to talk about Functional Programming. We talked about FP vs OOP vs Imperative, why FP is popular again, the advantages and disadvantages of Functional Programming, and teaching Functional Programming concepts.

We’re talking with Mehan Jayasuriya program officer at Mozilla about MOSS — the Mozilla Open Source Support (MOSS) program which recognizes, celebrates, and supports open source projects. Earlier this year we caught the “MOSS 2018 Year in Review” blog post — this post highlighted many of their efforts in 2018 so we reached out to talk through the history, goals, and impact of this very generous project.

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.

We’re joined by George Neville-Neil, aka Kode Vicious. Writing as Kode Vicious for ACMs Queue magazine, George Neville-Neil has spent the last 15+ years sharing incisive advice and fierce insights for everyone who codes, works with code, or works with coders. These columns have been among the most popular items published in ACMs Queue magazine and it was only a matter of time for a book to emerge from his work. His book, The Kollected Kode Vicious, is a compilation of the most popular items he’s published over the years, plus a few extras you can only find in the book. We cover all the details in this episode.

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).

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.

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.

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.