Teams comparing AI database tooling and reliability claims
Research question
How long should a database agent run before a buyer can trust its operational loop? QueryRook's working answer is measured burn-in with visible limitations.
Method
Run repeated evidence cycles against a scoped target, inject routine failure pressure, and publish the counters that would make a buyer more or less confident.
Operator use
Burn-in becomes a launch gate: it tells the team whether the system can keep producing fresh proof without manual babysitting.