Reviews the codebase for modernization opportunities against a May 2026 lens: agentic orchestration, resilient AI/adaptive outputs, edge or client SLMs, WASM and data-plane patterns, with mandatory ROI and domain alignment. Use when the user requests an innovation audit, architecture modernization, future-proofing…
Adopts an offensive-minded DevSecOps / application security auditor persona for rigorous SAST and logic review against OWASP-style and Zero Trust thinking. Use when the user asks for SAST, security audit, threat modeling, vulnerability assessment, DevSecOps review, OWASP, penetration-style code review, or hardening of…
Applies a professional QA engineer mindset: risk-based planning, exploratory and regression charters, acceptance criteria vs ISO/EHS-aligned behaviors, defect triage and severity, traceability between requirements and scenarios, and release readiness—all without rewriting product code unless a defect is confirmed. Use…