Récent The Next Step After Karpathy’s Agentic Engineering
Build agents that can pause for hours, resume in a new process, and execute side effects once.
Récent Build agents that can pause for hours, resume in a new process, and execute side effects once.
Récent My latest vibe coded game experiment is a Command & Conquer style RTS (Real Time Strategy) game called Battle Drones (play it here). Unlike my previous experiments, this one is actually fun to play. I'm somewhat embarrassed to admit that I got there by telling Claude to "Make it a LOT more fun". It also supports multiplayer between nearby devices using audio to synchronize game state! Here's what I've built so far, and some of the things I learned along the way. Battle Drones How I built…
Récent Rust developers will soon be able to tell Cargo to wait before adopting newly published dependencies. Rust 1.100, scheduled for November 12, will bring stable support for a configurable minimum publish age, letting teams delay dependency updates to give researchers and maintainers time to detect malicious releases before more projects pull them in. The stabilization PR merged on August 28, and Rust’s draft release notes list the feature for 1.100. The setting is available on beta but has not…
Récent Mark your calendars! SymfonyCon Warsaw 2026 takes place November 26-27. Come share knowledge, meet fellow devs, and enjoy two days of community-driven talks across 3 parallel tracks. 🎤 Speaker announcement It’s a pleasure to introduce Jérôme Tamarelle,…
Récent In my work with G7–G12 students at Force Academy, a research initiative in Chongqing, I sometimes take a project that appears to be finished and give another student responsibility for using, checking, or modifying it. The handoff is a test of understanding: Can the work still make sense when its creator is no longer there […]
Contributed by Antoine Bluchet in #66685…
My obituary for programming Jeremy Scheff poignantly captures the key loss caused by coding agents for career programmers who enjoyed the puzzle of developing code: Programming turned into one of the greatest jobs you could imagine. You got paid to work on tricky little logic puzzles. The trickier the puzzle, the more you got paid. But even pretty simple puzzles were worth a lot of money because regular people just couldn't do it! No, they needed us. They would give us a problem and we would…
Fully open-source solution, explained step-by-step.
Récent Looking forward to connecting with the PHP and Symfony community? Join us at SymfonyCon Warsaw 2026 on November 26-27. Expect great conversations, 3 talk tracks, and lots of learning together. 🎤 Speaker announcement Get ready to welcome Gary Pegeot,…
Récent How a slow dependency becomes an outage, and how deadlines, concurrency limits, retry budgets, and jitter protect useful work. A practical deep dive with PHP examples and a controlled overload test design. Read more
Récent This summer, I built a small experiment called ContextCue. The idea came from something I kept seeing during my internship. The engineers around me were using AI everywhere in the software development process. GitHub Copilot and Claude models helped with specs, code, reviews, and tests. The team also maintained reusable skills that taught coding agents […]
Contributed by Hugo Alliaume in #66690…
Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would break any plugins which used httpx without directly depending on it. llm-tools-datasette was one of those plugins, now fixed. Tags: datasette, llm
Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the prompts that have been fed to it. The new release now updates the simulated token usage counts to take tool calls, system prompts, and reasoning tokens into account. Example usage: uvx --with llm-echo llm -m echo 'hi there' -o thinking 1 --usage Outputs: First I consider the…
This week, Symfony 5.4.54, 6.4.48, 7.4.21, and 8.1.9 maintenance versions were released, along with three security fixes for HttpFoundation, ExpressionLanguage, and Yaml. We also released Symfony UX 3.6, which adds three experimental packages: UX Inspector,…
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