Codacy launches AI Risk Hub and hybrid AI Reviewer
December 2025 launch: governance for AI-generated code plus a hybrid deterministic+LLM PR reviewer.
Source: Codacy’s new AI Risk Hub and AI Reviewer — Codacy Blog
Codacy pairs an AI Risk Hub (governance/inventory angle) with an AI Reviewer that blends static analysis and LLM context—explicitly aiming to avoid “slop reviews.”
Why it matters for code review
Hybrid engines are a sensible bet: deterministic rules for known bad patterns, LLMs for intent/logic gaps. Evaluate whether Codacy’s hybrid actually reduces noise versus bolted-on chat on top of old linters.