A LangGraph PR-audit agent: plan-execute with reflexion, four-type memory
with a rule lifecycle, an MCP compliance server, and a single model-tier
router over Gemini with context caching, extended-thinking routing and
fail-closed retries. Every audit reports its cost and serving tier; the
CI gate blocks a merge on an unaddressed critical finding until a human
approves.