Changelog Master Feed

We all hear a lot about MLOps these days, but where does MLOps end and DevOps begin? Our friend Luis from OctoML joins us in this episode to discuss treating AI/ML models as regular software components (once they are trained and ready for deployment). We get into topics including optimization on various kinds of hardware and deployment of models at the edge.

Frank Krueger joined us to talk about solving hard problems. Earlier this year he wrote a blog post titled "Practical Guide to Solving Hard Problems," and a lot of what he had to say really resonated with us. The premise is simple — if you have to write some code that you’re just not sure how to write...what do you do? What are the practical steps that you can take when you’re feeling stumped? Today’s show goes deep on that subject...practical ways to solve hard problems and ship your best work. Frank has his own podcast called Merge Conflict — check it out at mergeconflict.fm.

Daniel Rosenwasser and Ryan Cavanaugh from the TypeScript team at Microsoft join Nick and Boneskull to catch us up on the latest happening with the TypeScript project, including what's exciting in the new 4.7 beta release. Then, we dive deep into the new, TC-39 stage 1 Type Annotations proposal, what it is, and what it means for the future of a _not really typed_ JavaScript!

Björn Rabenstein & Bartlomiej Płotka join Mat & Johnny to discuss observability, monitoring and instrumentation for gophers.

Alex Sims, a Senior Software Engineer at James & James, an eCommerce fulfilment company, reached out to us about the Kaizen story of the third-party logistics (3PL) platform that he has been involved with for several years now. The system delivered 16 millions of orders in 10 years, and 4.5 million in the last year alone. All the numbers are going up, and there is only so much that a single PHP monolith deployed as VM images can handle. So how do you even start thinking about the architectural improvements, and inspire everyone involved to move towards better? We encourage you to look at the architectural diagrams in the show notes, especially the 10 year roadmap, and ask Alex for a blog post follow-up. While today's episode was a good conversation starter, there is a lot that we did not have time to cover.

In the fourth “AI in Africa” spotlight episode, we welcome Leonida Mutuku and Godliver Owomugisha, two experts in applying advanced technology in agriculture. We had a great discussion about ending poverty, hunger, and inequality in Africa via AI innovation. The discussion touches on open data, relevant models, ethics, and more.

We've been using Parker Selbert's Oban library for years and he even helped us hold it right by improving our open source implementation! So, Jerod invited him Backstage to discuss the library, how we're using it, Parker's plan to make it financially sustainable, his "freedom number" of Oban Pro subscribers, and a bunch of other random stuff along the way. Let's go!

Rasmus Porsager created Postgres.js –the fastest full-featured PostgreSQL client for Node.js and Deno. Today he joins Jerod for a deep-dive on Postgres, why he created this open source library, and how you can use it to build pg-backed JavaScript applications.

We often have code that's similar between projects and we find ourselves copying that code around. In this episode we discuss what to do with this common code, how to organize it, and what code qualifies as this common code.

JS Party is a weekly celebration of JavaScript and the web so fun is at the heart of every episode. We play games like Frontend Feud... (clip from episode #192) Discuss and analyze the news... (clip from episode #213) Explain technical concepts to each other like we're 5... (clip from episode #195) Debate hot topics like should websites work without JS? (clip from episode #87) Interiew amazing devs like Rich Harris and Una Kravets... (clip from episode #167) This is JS Party! Listen and subscribe today. We'd love to have you with us.

In this episode we talk about launching Dagger with all four founders: Andrea, Eric, Sam & Solomon. While you may remember Sam & Solomon from episode 23, this time we assembled all four superheroes in this story and went deeper, covering nearly three years of refinements, the launch, as well as the world-class team & community that is coming together to solve the next problem of shipping software. Container images and Kubernetes are great steps in the right direction, but now it's time for the next leap into the future. You can use Dagger to run your CI/CD pipelines locally, without needing to commit and push. You can also use Dagger as a Makefile alternative, which resonates with Gerhard, but go further and your perspective on documentation & automation may start shifting. Gerhard believes that this is the Docker moment of CI/CD.

This week we're joined by Deepthi Sigireddi, Vitess Maintainer and engineer at PlanetScale — of course we're talking about all things Vitess. We talk about its origin inside YouTube, how Vitess handles sharding, Deepthi's journey to Vitess maintainer, when you should begin using it, and how it fits into cloud native infra.

This episode was requested by Tyler Smith who feels that he may not need Kubernetes just yet. Tyler has a few questions about Docker & Docker Swarm, so Andrea Luzzardi, former Docker Swarm Lead, joins us today to answer them. We talk about Docker Swarm beginnings, some of the challenges that it faced, and what Andrea's recommendation is for Tyler's journey with Docker Swarm. After dedicating four years of his professional career to Docker Swarm, Andrea is the best person that Gerhard knows to talk about this subject. And guess what, the same thing happened now as it did at KubeCon 2015: Sam pointed to Andrea. It will all make sense in the first five minutes. This one is going to be fun!

KBall and Jerod digest and disect recent JS community news (React 18, Redwood 1.0, MDN Plus) then sit down for yet another game of HeadLIES! Can KBall fare better than Nick Nisi did last April Fools?!

Has Go caught your interest, but you just haven't had the time/opportunity to really dig into it? Are you relatively productive in your current language/ecosystem but wonder if the grass truly is greener on Go's side of the fence? If so, this episode's for you!

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.

For the first time ever, we're producing somebody else's podcast! Our friends at Grafana asked us to help them launch a show for the observability community. It's called Big Tent and on this episode we are backstage with Tom Wilkie, Mat Ryer, & Matt Toback talking through what they're up to and why we're helping out.

Feross has been working on something big. He joins Chris and Nick, along with guests Bret Comnes and Mik Lysenko to discuss Socket, what it is, and its focus on the security of the JavaScript supply chain.

In this episode we will discuss what it’s like to work with legacy code. How you work with it, how to avoid issues arising due to it, as well as when a greenfield rewrite is the best path forward. Hosted by Angelica Hill, joined by some wonderful guests: Dominic St-Pierre, Jeff Hernandez, Misha Avrekh, and Jon Sabados.

Nabeel Sulieman, Senior Software Engineer at Vercel, talks about KCert, a simpler alternative to cert-manager that he built. Gerhard tried it out, and he thinks that Nabeel is onto something. If you want to see the video that they recorded, ping us on Twitter or Slack. We love this story, especially the long-term approach of working on something that one truly believes in, and the only reason is because it's fun. The world needs more people like Nabeel, and we hope that this episode inspires you to go all out, and do just that.