Why architecture matters here
Scanning fails without rotation + response. Architecture matters because detection alone isn't enough; response closes the loop.
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The architecture: every piece explained
The top strip is prevention + detection. Repo scanner. Pre-commit hook. CI scanner. History rewrite.
The middle row is response. Immediate rotation. False positive triage. Response runbook. Public repo watchers.
The lower rows are ops. Registry cleanup. Metrics. Ops — training + policy + audit.
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End-to-end flow
End-to-end: dev commits + push. Pre-commit hook catches AWS key; commit rejected. Dev rotates key. Old repos scanned + purged. CI keeps watch for future.