Tau
What it is
Tau is a pure-Rust runtime for operating AI agents as software systems, featuring closed-loop reinforcement learning and an OpenAI-compatible API gateway. It provides autonomous coding capabilities with verifier-gated execution, durable session state, and multi-provider LLM support, allowing agents to run tasks, apply patches, and verify results against defined criteria.
The problem it solves
Existing AI agents often lack durable state, controlled tool access, and rigorous verification mechanisms, leading to unreliable or unsafe autonomous actions that cannot be audited or resumed.
What you could use it for
- Autonomous coding agents that patch multiple files and verify changes against test suites
- Converting GitHub issues to pull requests using a controlled, verifier-gated loop
- Operating agent sessions with persistent memory and tool-policy controls via a unified CLI/TUI
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.