THE UPTRAIN JOURNAL

Notes from the evidence layer.

Original guides to reviewing agent work, designing useful audit trails, and understanding the limits of proof.

Search the journal

3 articles

EXECUTION REVIEW

Review the run before you trust the answer.

A practical review of a failed lookup, a retry, and the human decision that followed.

AUDIT TRAILS

Give a future reviewer enough context to ask useful questions, without exporting everything.

LIMITS OF VERIFICATION

Separate artifact integrity, independent attestation, and the quality of an agent’s decision.

LET’S START WITH YOUR WORKFLOW

Tell us what your agents do and what you need to understand. No payment or runtime connection required.