We reduce agentic systems to byzantine distributed systems and protect 4 boundaries — prompts, tools, data and context -- via a trust layer that enforces intent (operations satisfy organizational policies) and integrity (operations are cryptographically authentic) at runtime.

Free developer tier at (https://www.macawsecurity.ai) and open-source adapters (Apache 2.0) for OpenAI, Claude, LangChain, and MCP at (https://github.com/macawsecurity/secureAI)

Would love your feedback on approach and platform.