devclaw

Here are 2 that I found in my bookmarks that I haven't tried: * https://github.com/laurentenhoor/devclaw * https://www.workforest.space/ I see these kinds of repos and projects being posted on Reddit all the time. I just never get around to trying them :(

This is fixed now! https://github.com/laurentenhoor/devclaw/releases/tag/v1.3.0

I built DevClaw, an OpenClaw plugin that turns each Telegram group into an isolated, autonomous dev team. Orchestrator, DEV, and QA all running on their own. I use it for all my development now. Here’s what it does: ∙ Autonomous dev/QA loops: DEV writes code, QA reviews it, failures loop back to DEV automatically, no human in the loop ∙ Multi-project isolation: each Telegram group is a separate project with its own queue, workers, sessions, and state ∙ Smart model selection: picks the cheapest model per task (Haiku for typos, Sonnet for features, Opus for architecture) ∙ Session reuse: workers keep their sessions across tasks instead of re-reading the entire codebase every time (~50K tokens saved per pickup) ∙ Token-free scheduling, the heartbeat that scans queues and dispatches work runs on pure CLI calls, zero LLM tokens ∙ Atomic operat

I built DevClaw, an OpenClaw plugin that turns each Telegram group into an isolated, autonomous dev team: planner/orchestrator, DEVs, and QA all running on their own. I use it for all my development now. Issues on GitLab/GitHub are the single source of truth, and three things compound to save around 70% on tokens: model tiering (Haiku for typos, Opus for architecture), session reuse across tasks, and token-free scheduling that burns zero LLM calls for orchestration. Please try it and give some feedback. Also keen to hear from anyone running autonomous coding agents, especially what you’ve found works for model selection and session management. Code’s all here: https://github.com/laurentenhoor/devclaw