Engineering: Code Review Swarm
Last updated: 2026-03-31
Objective
Improve pull-request quality and reduce review latency for medium-complexity backend and frontend changes.
Architecture
Planner agent triages PR scope, reviewer agent inspects logic, test agent validates coverage/risk, evaluator agent gates merge readiness.
Tools and integrations
Version control API, CI status checks, lint/test outputs, and policy rule engine for risk scoring.
Outcome
Faster first-pass feedback and fewer escaped defects when high-risk actions require explicit human approval.
Lessons learned
Clear reviewer role boundaries and explicit escalation criteria matter more than model size for reliable operations.