Beyond LGTM: How a 3-Layer Review System Saves Production

Relying on a single AI model for PR reviews often results in missed logic errors and noisy style suggestions. By implementing a tiered approach—separating mechanical checks from semantic analysis—developers can prevent production-breaking bugs while focusing human efforts on high-level architecture.