The autonomous coding agent harness that doesn't quit.
Multi-provider API rotation. Pure Python. Zero Node.js.
Why claw-forge
Built for teams that outgrow a single API key and need real production reliability.
Never hit rate limits again. Anthropic, Bedrock, Azure AI Foundry, Vertex AI, Groq — auto-fallback with circuit breaker and RPM tracking per provider.
6 LSP servers (Python, Go, Rust, TS, Solidity, C++) + systematic debugging + verification gate + parallel dispatch — ready out of the box, no config required.
No subprocess+threading mess. TaskGroup + Semaphore. Clean, fast, and debuggable. Waves of parallel tasks with dependency ordering.
Add new agent types via pyproject.toml entry points. Third-party plugins just work — no patching the core, no forks.
Real-time board with WebSocket updates. Provider health dots. Cost tracker. Needs-Human column for stuck agents. No build step — just open your browser.
Use your claude login credentials. Zero API key juggling for the primary provider. Add keys for extra redundancy, not as a requirement.
Architecture
The dispatcher routes tasks through the provider pool, agents run in parallel waves, and everything streams live to the Kanban UI.
The Kanban board tracks all features across Pending · Running · Passing · Failed · Blocked columns in real time
Install with uv for instant, isolated installation. No virtualenv ceremony.
pip install uv
uv tool install claw-forge
claw-forge init my-project
claw-forge run my-project
# YOLO mode: max speed
claw-forge run my-project --yolo