diff --git a/README.md b/README.md index 6b68f1b..51ae860 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,21 @@ Drop-in budget governance for OpenAI, Anthropic, MCP servers, OpenAI Agents SDK, LangChain, and custom agent frameworks. Reserve cost up front, commit on success, release on failure — with concurrency-safe enforcement across thousands of agents and tenants. + +

+ + Cycles preventing runaway AI agent spend ($6 in 30s → hard stop at $1) +
+ Cycles enforcing a hard budget cap on a runaway agent loop — see the runaway demo for the full walkthrough. +

+ +

+ + Cycles blocking an unauthorized agent action before it executes +
+ Action authority — Cycles blocking an unauthorized tool call before the side effect lands. Action-authority demo → +

+ ## Quick Start ### One-command quickstart (recommended)