Showing stories from 2025-08. View all
Pitaya is a local, open-source orchestrator for AI coding agents (Claude Code, Codex CLI).
It runs many agents in parallel, isolates each in Docker with its own git branch,
supports pluggable Python strategies, and persists state so runs are resumable.
Quickstart + short demo are in the README.
I have been working on Reinforcement Learning for years, on and off. I decided to dedicate some time in July and August to working on it, a couple of hours a day on average. I implemented several RL algorithms, including DQN and Policy Gradient (REINFORCE), by hand across multiple Atari games, and u...
Hi HN,<p>I wanted to share a project I've been working on, Flash Image.<p>Like many here, I've been fascinated by AI image generation but consistently frustrated with the 're-roll' loop. Getting consistent characters or making small tweaks without the whole image changing was a h...
Related: <a href="https://www.theregister.com/2025/08/28/older_developers_ai_code/" rel="nofollow">https://www.theregister.com/2025/08/28/older_developers_ai_c...</a>
Daniel Jackson on WYSIWID: Rethinking software structure to enable LLM coding
(essenceofsoftware.com)
hi all. i’ve been shipping a small open project that tries to answer that question with evidence, not vibes. in 70 days it reached \~800 stars. the core claim is simple:<p>many AI failures are not noise. they repeat because the geometry and ordering underneath are stable. if so, we should be able to...
Hey,<p>I've made a pdf reader with ai assistance, you can quickly ask questions about the text and the images, and it will have context about all of your reading material so you can ask questions freely, try it now, I'm in open beta to find bug and get feedback.<p>upcoming features:<p>- Hi...