Open-source projects add audit and safety mechanisms for production AI agents

Multiple projects emerged to address production agent safety, according to GitHub repositories Rootsign and Kintsugi. Rootsign provides tamper-evident audit logs for LangGraph and CrewAI agents proving execution order and log integrity. Kintsugi creates local undo mechanisms for deployed agents. These tools address a gap in observability and recovery for agents running at scale.