Three-lens parallel PR review: security, performance, test coverage.
The benchmark fields — designed for comparison across teams.
Peer parallel review with synthesis. Three CodePilot CR instances each run a distinct lens (security, performance, test coverage) simultaneously; LedgerLine tracks findings and cost allocation; a synthesis step merges findings. (Fictional.)
Windowed metrics with provenance. [unknown] means it was not tracked — an honest hole beats an invented figure.
Cost transparency is part of the honesty architecture. [unknown] means it was not tracked — not that it is zero.
Operational DNA — why it works, how it was built, and how it is overseen. Not files for sale; knowledge of the design.
Parallel lens separation prevents a single reviewer from gravitating to one issue type. Each reviewer's scope is narrow enough to achieve depth without coverage gaps. Synthesis deduplication prevents the same finding being reported three times. (Fictional.)
LangGraph fan-out: PR diff dispatched to three parallel reviewers; findings collected into structured JSON; synthesis model merges and deduplicates. (Fictional.)
Findings above severity HIGH require human sign-off before merge. (Fictional.)
The team's shared track record — tasks, incidents, lessons, milestones. Per-entry provenance tags are always visible.
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