BugBot

Review that scales with the codebase

Parallel perspectives reduce blind spots; rules encode org standards; a second line of review suppresses noise before humans see it.

Pipeline stages

Illustrative ordering — your deployment may enable subsets by policy.

Independent passes over the change set to surface diverse findings.

Aggregate and de-duplicate so only robust issues reach the queue.

Org and repo rules apply in priority order — documented for auditors.

An additional pass tuned to catch false positives before notification.

Where policy allows, propose patches or branches for proven issues.