Multi-Agent Code Review Pipeline Architecture Guide
Prerequisite: Familiarity with the concepts introduced in Part 3 — Ai Bug Taxonomy. Review it first if the terminology in this part is unfamiliar. Part 4 — Multi-Agent Review Pipeline Architecture Answer-first: Operating a single-prompt AI code reviewer leads to context saturation and missed security vulnerabilities. A Multi-Agent Review Pipeline dispatches specialized sub-agents (Security Auditor, Performance Inspector, Syntax Linter) concurrently in Go to evaluate incoming pull requests in parallel, returning consolidated architectural code reviews in under 45 seconds. Architecting this pipeline enforces sub-50ms P99 latency guarantees, OpenTelemetry GenAI semantic conventions, and 2026. ...