5+ years of software engineering experience with strong fullstack skills — backend (Node.js/Go/Python/.NET/PHP/Rust/Ruby/Java or equivalent) and frontend (React/Vue/Angular/SolidJS or equivalent) — enough to confidently read, debug, and patch real production code across the stack, not just review it.