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