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.

Adam Stacoviak and Jerod Santo talk with Tim Bell, the founder and creator of CS Unplugged, a collection of free teaching material that teaches computer science through engaging games and puzzles. They talk to him about where this program came from him, the need for computer science in today’s K-12 education programs, how CS Unplugged fits in, and how you can get involved.

Yetunde Dada from QuantumBlack joins Jerod for a deep dive on Kedro, a workflow tool that helps structure reproducible, scaleable, deployable, robust, and versioned data pipelines. They discuss what Kedro’s all about and how it’s “changing the landscape of data pipelines in Python”, the ins/outs of open sourcing Kedro, and how they found early success by sweating the details. Finally, Jerod asks Yetunde about her passion project: a virtual reality film which debuted at the Sundance Film Festival in January.

Dan Kohn, Executive Director of the Cloud Native Computing Foundation, joined the show to talk about what it means to be Cloud Native, the ins and outs of Dan’s role to the foundation, how they make money to sustain things, membership, the support they give to open source projects, the home they’ve given to Kubernetes, Prometheus and many other projects that have become the de facto projects to build cloud native applications on.

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.

Gatsby creator Kyle Mathews joins Jerod fresh off the launch of incremental builds to tell the story of this feature that’s 3 years in the making. We talk about Kyle’s vision for Gatsby, why incremental builds took so long, why it’s not part of the open source tool, how he makes decisions between Cloud and open source features, and more.

We talked with Miguel de Icaza last week at Microsoft Connect(); in New York City. Miguel gave us the backstory on how he’s been competing with Microsoft for most of his developer career, and he shares the history of GNOME, Mono, and Xamarin — and what led him to now work at Microsoft.

Joseph Jacks, the Founder and General Partner of OSS Capital joined the show to share his plans for funding the future generation of commercial open source software based companies. This is a growing landscape of $100M+ revenue companies ~13 years in the making that’s just now getting serious early attention and institutional backing — and we talk through many of those details with Joseph.

We cover the whys and hows, why OSS now, deep details around licensing implications, and we speculate the types of open source software that makes sense for the types of investing Joseph and other plan to do.

Today we welcome Mike Pennisi into our Maintainer Spotlight. This is a special flavor of The Changelog where we go deep into a maintainer’s story. Mike is the maintainer of JSHint which, since its creation in 2011, was encumbered by a license that made it very hard for legally-conscious teams to use the project. The license was the widely-used MIT Expat license, but it included one additional clause: “The Software shall be used for Good, not Evil.” Because of this clause, many teams could not use JSHint.

Today’s episode with Mike covers the full gamut of JSHint’s journey and how non-free licensing can poison the well of free software.

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.

We’re on location at Microsoft Build 2018 talking with Julia White, Corporate Vice President at Microsoft — a 17 year Microsoft veteran. We talked with Julia about her take on this “new Microsoft”, Satya Nadella’s first appearance as CEO when they revealed the first glimpse of Microsoft’s cloud offering which started with Office, the beginnings of Microsoft Azure, Azure as the world’s computer, and how every company is becoming a software company.

Devon Zuegel is an Open Source Product Manager at GitHub. She’s also one of the key people responsible for making GitHub Sponsors a thing. We talk with Devon about how she came to GitHub to develop GitHub Sponsors, the months of research she did to learn how to best solve the sustainability problem of open source, why GitHub is now addressing this issue, the various ways and models of addressing maintainers’ financial needs, and Devon also shared what’s in store for the future of GitHub Sponsors.

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.

Natalie and Mat explore hacking in Go from the eyes of 2 security researchers. Joakim Kennedy and JAGS have both used Go for hacking: writing malware, hardware hacking, reverse engineering Go code, and more.

Sandi Metz joined the show to talk about her beginnings on a mainframe, her 30+ years of programming experience, the ins and outs of OOP, her book Practical Object-Oriented Design in Ruby (aka POODR), as well as her latest book 99 Bottles of OOP which she co-authored with Katrina Owen. We also covered a few listener submitted questions at the end.

Ryan Carniato joins Jerod, Amelia, and Nick to discuss SolidjS – a declarative, efficient, and flexible JavaScript library for building user interfaces.

Max Howell, famous for creating Homebrew, joined the show to talk about his start in software and open source, the tweet that was heard around the world when he interviewed with Google and didn’t get accepted, the creation of Homebrew, the naming process, as well as the difficulty letting go. We also talked about his passion for the Swift programming language, and his work on Swift Package Manager while at Apple.

Abubakar Abid joins Daniel and Chris for a tour of Gradio and tells them about the project joining Hugging Face. What’s Gradio? The fastest way to demo your machine learning model with a friendly web interface, allowing non-technical users to access, use, and give feedback on models.

We’re on location at Microsoft Build 2018 talking with Corey Sanders and Steve Guggenheimer — two Microsoft veterans focused on artificial intelligence and cloud computing. We talked about the direction and convergence of AI, ethics, cloud computing, and how the day to day lives of developers will change because of the advancements in AI.

Jerod talked with Paul Fremantle, the CTO and Co-Founder of WSO2, about their new programming language, Ballerina — a cloud-native language which aims to make it easier to write microservices that integrate APIs. They talked about the creation of the language and how it was inspired by so many technologies, cloud native features like built-in container support, serverless-friendly, observability, and how it works with, or without, a service mesh — just to name a few.

We have all seen how AI models fail, sometimes in spectacular ways. Yaron Singer joins us in this episode to discuss model vulnerabilities and automatic prevention of bad outcomes. By separating concerns and creating a “firewall” around your AI models, it’s possible to secure your AI workflows and prevent model failure.

Saul Pwanson is the creator and maintainer of VisiData, a terminal interface for exploring and arranging tabular data. On this Maintainer Spotlight episode, Saul joins Jerod for a wide-ranging discussion on crossword puzzles, biographs, and Saul’s open source gift to the world. Thanks to AJ for the suggestion!

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.

Matthew Hodgson (technical co-founder) joined us to talk about Matrix - an open source project and open standard for secure, decentralized, real-time communication. It’s open source, it’s decentralized, it’s end-to-end-encrypted, and it’s also self-sovereign. Matrix also provides a bridge feature to bridge existing platforms and communication silos into a global open matrix of communication. A recent big win for Matrix was Mozilla’s announcement of switching off its IRC network that it had been using for 22 years and now uses Matrix instead.

Jacob Hoffman-Andrews, Senior Staff Technologist at the EFF and the lead developer of Let’s Encrypt, joined the show to talk about the history of SSL, the start of Let’s Encrypt, why it’s important to encrypt the web and what happens if we don’t, Certbot, and the impact Let’s Encrypt has had on securing the web.

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.

Amal and Nick load up on coffee for a not-so-vite (lame joke!) conversation with Evan You all about Vite – a batteries included next-generation frontend tooling library. Vite continues to push the ecosystem forward with even stronger defaults, super speedy local development workflows, and a highly extensible universal plugin API. Need we say more?!

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.

On this episode, Michael Matloob and Daniel Martí pinky promise not to talk about Go 1.18’s two big features (fuzzing and generics). Instead, we’re focusing in on the other cool stuff that’s new!

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.