DiscoverThe Verdict — Vladimir Mikhalev
The Verdict — Vladimir Mikhalev

The Verdict — Vladimir Mikhalev

Author: Vladimir Mikhalev

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Container security, AI governance, and platform engineering, tested in production and argued without the hype. Every episode is a full essay from heyvaldemar.com, written by Docker Captain Vladimir Mikhalev and narrated by an AI clone of his voice.
25 Episodes
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Prompt injection evals on six small models. They acted on hidden instructions from never to half the time, and zero data left. Gate the boundary. Narrated by an AI clone of the author's voice.
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. Narrated by an AI clone of the author's voice.
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. Narrated by an AI clone of the author's voice.
A third of the images my fleet pins would have had their next AI review written against nothing. How to prove what an AI review read before anyone acts on it. Narrated by an AI clone of the author's voice.
Mutation testing for infrastructure code, done by hand across fifteen repositories. 153 planted bugs, and four green tests that could never have failed. Narrated by an AI clone of the author's voice.
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