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 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 Troesh. 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.

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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.