Agent frameworks create workflows. Production needs run receipts.

Everyone is comparing agent frameworks: LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Claude Code, Codex, MCP routers, custom harnesses. That comparison matters, but it misses the layer that starts hurting once the demo works. The framework creates the workflow. It does not automatically answer: what is installed and running locally? which tools, MCP servers, skills, and providers are mounted? what repo, files, or workspace state were in scope? what did the agent change? which actions creat...