Fix AI Agent Infinite Loops

How my multi-agent system burned $200 overnight, and how I fixed it using stateful circuit breakers.

When Reviewer and Generator agents get stuck in a semantic rut, the context window inflates exponentially, burning thousands of tokens.

Never allow an LLM to decide when a loop is finished. Enforce hard limits with Max-Turn counters and context flushing.