Manikandan Jayaprakash

ScopeGuard — AI Code Governance - AI writes code. ScopeGuard keeps it aligned.

ScopeGuard is a governance layer for AI‑generated code. AI assistants often expand logic, rewrite functions, or modify unrelated files. ScopeGuard analyzes diffs and detects scope expansion, structural drift, propagation drift, signature changes, and dependency drift — with severity scoring and explainable decisions.

Add a comment

Replies

Best
Manikandan Jayaprakash
Hey everyone — I’m Mani 👋 I built ScopeGuard after repeatedly seeing AI assistants modify logic I never asked them to touch. From helper functions appearing out of nowhere to multi‑file propagation from a one‑line prompt — the patterns were too consistent to ignore. ScopeGuard isn’t another AI coding assistant. It’s a reviewer for AI‑generated code — focused on whether the change stayed within the intended scope. If you want to test it, send me a diff or prompt — I’ll run it through the prototype and share the real output. Thank you for checking it out ❤️