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Alpha
An empty log was called clean. We fixed the tool.
Input-validation testing exposed why an invalid or empty conversation cannot be treated as evidence of clean assistant behavior.
Bounded product or illustrative example. This is not a customer result or a general reliability claim.
BeforeClean
Gym resultNeeds evidence
Now the audit rejects an empty conversation rather than giving false reassurance.
The story.
A missing conversation previously looked clean. We changed the check so missing records cannot pass as a clean result.
The failure beneath the headline.
Without a conversation to inspect, a clean audit would give someone false confidence.
From failure to better performance.
Improve the audit result itself. When the conversation is missing, the tool asks for evidence instead of reporting clean.
From the case to the Gym · Existing Alpha tool
What this changes.
An empty record cannot establish that the work was clean.
Open existing Alpha Assistant Audit ↗