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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.
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 ❤️
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About ScopeGuard — AI Code Governance on Product Hunt
“AI writes code. ScopeGuard keeps it aligned.”
ScopeGuard — AI Code Governance was submitted on Product Hunt and earned 6 upvotes and 1 comments, placing #67 on the daily leaderboard. 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.
ScopeGuard — AI Code Governance was featured in Productivity (653.8k followers), Open Source (68.5k followers), Developer Tools (514k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 247.3k products, making this a competitive space to launch in.
Who hunted ScopeGuard — AI Code Governance?
ScopeGuard — AI Code Governance was hunted by Manikandan Jayaprakash . A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Manikandan Jayaprakash