agent-traces
Observability for AI agents. See what your agent did, why it cost that much, and what to fix.
Compile an AI agent's repeated workflows into deterministic, auditable routines that replay for free, with a fallback to the agent.
Use cultivar to test your Agent Skills, run them in sandboxes, and across different agents.
Generate realistic multi-agent workflow traces with LLM-enriched content, semantic validation, and PM4Py compatibility