Parse
Find the changed surface.
Deterministic pipeline + LLM agent
Rules find risk.Judgment finds meaning.
An open-source hybrid code-review tool combining deterministic pipelines, an LLM agent, line-level comments, and fine-tuned rules.
Inspect the reviewer ↗Precision before performance theater.
deterministic
Rules
Check known failure classes.
Agent
Read the wider consequence.
Comment
Return line-level evidence.