Problems AgentSkeptic catches
Pick the failure mode that looks like yours, then verify stored state before it reaches production, billing, or customers.
- Green trace, bad dataTrace succeeds, but the Postgres row is missing or stale.Verify the row before you trust the run.
- Tool OK, CRM wrongTool loop succeeds, but the CRM record is wrong or missing.Match tool claims to stored customer data.
- CI green, no writeCI passes, but the write never landed.Fail when expected stored state is absent.
- Pre-production read-only gateAdd read-only SQL verification before production.Read stored state without writes.
- LangGraph data checkInspect Postgres after a LangGraph run.Reconcile trace success with persisted rows.
- Webhook vs ledgerStripe 200, but the ledger row is wrong or missing.Match webhooks to internal records before settlement.