ScopeGuard — AI Code Governance
AI writes code. ScopeGuard keeps it aligned.
ScopeGuard — AI Code Governance launched on June 4, 2026 with 7 votes, #1,808 of 22,647 launches that month and more than 90% of that year's launches.
What it does
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.
AI code governance engine that detects scope drift in AI‑generated diffs. - mksimple-blip/scope-guard_demo
Code review evaluates the code. ScopeGuard evaluates whether the code stayed within the requested scope. Human review doesn’t scale at the same rate as AI‑generated code. ScopeGuard identifies unexpected transformations before they reach your repository. AI coding assistants can restructure files, introduce helpers, expand logic, or modify business rules from a single prompt. These transformations are powerful — but they also create a new challenge: verifying that the AI stayed aligned with the developer’s intent. The code often met the request while introducing additional changes the developer never intended. We need a governance layer — an automated reviewer focused on intent alignment.…from github.com
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