Topic
ai
How to Prioritize Review Findings by Risk
Rank by trigger, blast radius, and data risk.
Read articleHow Much Context an Agent Needs to Fix a Finding
Size context by the blast radius, not the file count.
Read articleFrom Suspicion to Verified Change: A Closed Loop
The loop is only closed when the fix is verified.
Read articleChecking the Related Context Around a Flagged Line
The line is the anchor; the context decides it.
Read articleWhen an Agent Names Variables After the Ticket Number
A ticket number belongs in the commit, not the identifier.
Read articleWhen an Agent Removes Input Validation and Trusts Callers
Deleted guards are easy to miss in a large agent diff.
Read articleA Repeatable Review Routine for Daily AI Commits
A routine keeps the review fast and consistent.
Read articleWhy an Empty Test Result Is Not a Pass
An empty result proves nothing; here is why it reads as inconclusive.
Read article