Cycles is a self-hosted governance layer designed for developers who need to manage the operational risks of autonomous AI agents. Unlike standard monitoring tools that report errors after they occur, this platform acts as a pre-execution gatekeeper that intercepts an agent's intended actions before they hit your infrastructure or drain your API credits. By sitting between the agent logic and the external tools it uses, it enforces strict boundaries on spending and prevents "blast radius" incidents where a looping agent might perform unintended or destructive operations. The technical implementation focuses on privacy and control, using an open-source protocol that keeps sensitive prompt data within your own environment. Developers can set hard caps on API costs or restrict specific tool actions…
Tags: AI, ai agent, API, developer tools, OpenSource