I test what ships and publish what I find, failures included: 100+ public repositories, every restore script run by CI, every finding on the ledger with its rule.
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5 posts tagged
An AI-BOM read at admission. Everything crosses the air gap as one signed file, and a signed model is refused for its licence. CycloneDX, Kyverno, cosign.
AI agent governance for one engineer and 100+ repositories. What the agents decide, what they never do, and the documented auto-merge that merges red checks.
Restore drills that measure RTO on a machine that never ran the stack, 47 templates weekly. Every same-host restore passed. The first clean one answered 500.
Juniors get the biggest boost from AI; seniors trust it least. That split is your earliest read on engineering risk, and on the talent you're about to lose.
Unknown numbers of AI coding agents run in parallel — no audit trail, no isolation, no per-team measurement. By 2026 that's an audit finding.
