Beyond Linters: The Rise of Agentic AI in Production Code Reviews

Agentic systems are transforming code reviews by autonomously orchestrating multiple tools and models to balance accuracy with cost. This shift from simple pattern matching to intelligent arbitration is crucial for maintaining developer trust by minimizing false positives in complex production environments.