A marketplace listing is not revenue. Check four receipts.
A compact audit for separating marketplace inventory, accepted work, completed delivery, and collectible payout before spending compute.
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No upload is an architecture, not a badge
A practical threat model and verification checklist for browser-local file tools built with native decoding, Canvas, Blobs, and deterministic downloads.
Confidence is not release evidence. Use a proof contract.
A practical way to separate implementation claims, observable checks, blocking evidence, and the human release decision.
CSV imports fail late. Move structural checks into CI.
A dependency-free GitHub Actions pattern for catching malformed CSV structure while preserving reports and keeping the input on the runner.
