Verifying AI-generated work across delivery, platforms and operations - the thinking behind the book, one idea at a time.
October 14, 2026 · 4 min read
A convincing AI response is not acceptance evidence. Two small habits from Chapter 1 - the BOUND Method and the Draft-Test-Decide Loop - keep the decision with you.
ai-native methodprompt engineeringevaluationdevops
October 14, 2026 · 4 min read
Promotion should move an identity, not copy files or rebuild an image. Here is what a GitOps promotion looks like when it is one reviewed line in Git.
gitopskubernetesrelease engineeringargo cd
October 14, 2026 · 4 min read
If a safety boundary disappears when a model ignores a sentence, it was guidance, not a control. Here is how to put an operations agent's limits in identity, code, and tests instead.
ai agentsoperationsleast privilegekubernetes
October 14, 2026 · 4 min read
A green badge is a claim about one thing, for one revision. Here is how to read a gate as evidence, and why the habit of making it fail on purpose matters more than the badge.
ci/cddevsecopsquality gatesevidence