From Hours to Minutes: Engineering a High-Precision AI Code Review Pipeline

This workflow demonstrates how structured prompt engineering can transform LLMs from passive observers into rigorous, context-aware auditors capable of enterprise-grade debugging. By enforcing specific roles and multi-step checklists, developers can automate 90% of bug detection and security audits, significantly reducing the burden on senior engineers.