Trace-only review vs. read-only verification

Traces and spans show steps, arguments, and tool responses as the orchestrator believed they occurred. They are not a substitute for asking whether the workflow’s side effects match expectations in your databases and SaaS systems of record. AgentSkeptic performs that read-only comparison at verification time.

When your evaluation criteria include finance tables, CRM state, or entitlements, /integrate shows how to wire the read-only path on your database while /pricing explains how metered commercial features scale once you prove the workflow locally.

What to do next

• Try the interactive demo at /verify to see the failure transcript quickly.
• Follow /integrate for first-run verification on your SQLite or Postgres file.
• Compare commercial tiers on /pricing when you need enforce fixtures or API metering.
• Read /security before widening database access.