Software EngineeringOpen accessPublished 2 Oct 2026
Senior-engineer code review across five domains — Code Quality, Security, Performance, Blueprint/Spec Consistency, and Test Quality — plus conditional lenses auto-detected from scope (database, accessibility, RAG, ML, healthcare, agent/LLM — see Phase 0 below for the full list). Produces an evidence-backed findings report with confidence-labeled severities and an adaptive fix. Use whenever the user wants code reviewed, audited, or checked before merge/deploy: "review this", "audit", "cek kode", "review PR", "is this production-ready", "find bugs/security issues" — even without the word "review". Includes Reflection and a Critique-Correction Loop to suppress false positive…
