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Engineering

Change Safety: The Governed Fix Loop

Suggestion is easy; safety is hard

The industry has plenty of tools that suggest code changes. Far fewer make applying them safe. On a system that runs the business, an unreviewed auto-fix is a liability, not a feature.

Propose, review, approve, apply

CodeIQ Pro's fix loop is deliberately gated. A fix is drafted with full context — the source, its blast radius, the standards it must satisfy. It's stored as a proposal, reviewed by a multi-persona council, and applied only when a human approves. If the council blocks it, applying requires an explicit, recorded override.

Standards-aware by construction

Because every fix carries the standards that govern the node and the violations it claims to clear, remediation actually improves compliance instead of trading one problem for another.

Auditable and reversible

Every applied fix is recorded — who approved it, when, why — and lands as a git-revertible change. Change safety isn't a policy you hope people follow; it's built into how changes happen.

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