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Originally appeared on justin․searls․co - Digest . Finally figured out a bulletproof system for landing on the best model for the job.
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Originally appeared on justin․searls․co - Digest . Finally figured out a bulletproof system for landing on the best model for the job.

Originally appeared on OmbuLabs.ai . Tracing helps answer an important question: what happened? But knowing what happened isn’t the same as knowing whether it was any good. That’s where evaluation comes in. And if you already have traces running in production, you’re closer to a solid evaluation system than you might t
Originally appeared on Judoscale Dev Blog . A couple of years ago, we rewrote Judoscale’s marketing site from NextJS to Ruby on Rails. I enjoyed the process so much that I made a video sharing how it worked, and Jon wrote a spicy piece arguing that Rails was a perfect fit for mostly-static marketing sites like ours, an

Originally appeared on The Ruby on Rails Podcast . Jim Remsik, founder of Flagrant and organizer of XORuby, joins David to talk about what he’s learned from taking a Ruby conference on the road. XORuby was designed around a simple premise: traditional conferences are valuable, but travel costs, time away from work, and

Originally appeared on Ruby on Rails: Compress the complexity of modern web apps . Eddie Galindo is an engineering lead at Ascend and Kagen Hearn is a senior software engineer there, working on a Rails app that helps insurance agencies move and reconcile money. Robby, Eddie, and Kagen get into why Ascend still runs one

Originally appeared on Evil Martians . Authors: Yuri Mikhin, Frontend Engineer, and Travis Turner, Tech Editor Topics: DX, AI, Agent Experience, TypeScript, React, Agentic development, LLMs, Continuous Integration Ten checks that catch what AI-written frontend code hides: contract codegen, boundary linting, mutation te
Originally appeared on Hi, we're Arkency . We are all juniors again A long, long time ago, when Akinator was the peak of “advanced AI” on the internet, before services became micro, and deployments meant sending a file directly from a local computer via FTP to a server, I was introduced to the Dreyfus Skill Model. As a

Originally appeared on The Rails Tech Debt Blog . Replacing a business-critical legacy system does not have to mean committing to a risky, all-at-once rewrite. The strangler fig pattern offers a practical alternative: migrate one capability at a time, run the old and new systems side by side, and gradually retire the l

Originally appeared on Carmine Paolino . Strip any agent framework down and you find the same loop: call the model, run the tools it asked for, call the model again, stop when it answers without wanting a tool. In RubyLLM 1.x that loop lived inside ask , sealed. In RubyLLM 2.0, you can also make it yours. # Run the age

Originally appeared on Ruby on Rails: Compress the complexity of modern web apps . Claude Fable 5.1 dropped yesterday. See how it handles real Rails tasks, and where it landed on the leaderboard today. We also finally have a name for the stealth model from the last round . Fable 5.1: We have a new best. Fable 5.1 score

Originally appeared on Hanakai . Welcome to week three of our 2026 sponsorship drive ! Progress from week two We received two one-time individual contributions and one new monthly individual sponsor since our last update, bringing us another $760 closer to our goal for 2026. (I’m basing these estimates on monthly spons
Originally appeared on Posts on Kevin Murphy . Frequently Played 🔗 I tend to listen to the same songs or albums on repeat that are evocative of how I’m feeling or what’s going on with me. Here is what I’m currently listening to over, and over, and over, and over, again. Jolene 🔗 Thanks for the name Dolly. And for mod
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