---
id: 5231
title: "Build a Multi-Agent AI Code Review Pipeline"
source_domain: hackenproof.com
source_url: "https://hackenproof.com/blog/build-a-multi-agent-ai-code-review-pipeline"
published_at: "2026-06-11 08:32"
tags: ["ai-security", "smart-contracts", "automation", "code-review", "python", "ai-agents", "llm"]
phying_url: "https://phying.com/item/5231"
lang: en
---

# Build a Multi-Agent AI Code Review Pipeline

## Summary

A hands-on guide to a multi-agent LLM code-review pipeline: scoping each agent to one bug class surfaced 15 findings where a single pass got three, including a critical it had rationalised away.

## Intelligence Metadata

- **Sources:** hackenproof.com
- **Published:** 2026-06-11 08:32
- **Original:** https://hackenproof.com/blog/build-a-multi-agent-ai-code-review-pipeline
- **Phying News:** https://phying.com/item/5231