DevClaw

DevClaw turns Telegram group chats into autonomous development teams. It is built for people who want AI agents to carry a task through code writing and review without constant supervision, with the stated goal of avoiding the repeated babysitting that multi-step agent pipelines often require.

Its workflow is described as a sequence in which issues are created, DEV writes code, QA reviews the result, and failures loop back automatically. The page also says it uses guardrails as code rather than prompts, with orchestration moved into deterministic code and one atomic tool call replacing a longer agent checklist. Other named features include per-project isolation for each Telegram group, atomic operations that succeed or fail as a unit, session reuse so a later task can continue in an existing session, automatic model selection based on task complexity, token-free scheduling through CLI calls, and health checks that detect zombies, stale state, and orphaned references. The system also reports automatic assignment of junior, medior, and senior labels by task complexity, and it notes support for overriding model choice with modelOverride.

Telegram and GitHub are both named in the product description: Telegram drives the work, while GitHub tracks the results. The page says agents pick up issues, write code, create pull requests, and loop through review, with the issue board updating itself. It also mentions an OpenClaw plugin and describes the product as built on OpenClaw. DevClaw is open source and MIT licensed, and the page invites users to install it and point it at a repo. It is presented as a tool for autonomous software development work inside group chats.