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Assurance·30 Jan 2026 · 11 min read

A practitioner’s guide to AI audit trails

What an audit trail must contain to hold up under regulatory and internal scrutiny — with concrete schema examples.

This is a placeholder for the full essay. The Codesurance editorial team publishes long-form pieces with concrete diagrams, code snippets, and links to working repositories.

Each post is reviewed against the same internal rubric we apply to client deliverables — clarity of argument, defensibility of claims, and a clear next step for the reader.

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