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The Verdict — Vladimir Mikhalev
By Vladimir MikhalevTechnology
The Verdict — Vladimir Mikhalev episodes
- AI Reviews That Read Nothing — Thirty-Four Verdicts in a HundredA 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.26 min
- Mutation Testing for Infrastructure Code — 153 Planted Bugs, Four Tests That Could Not FailMutation testing for infrastructure code, done by hand across fifteen repositories. 153 planted bugs, and four green tests that could never have failed.20 min
- Docker Health Checks That Cannot Fail — Seventeen Hours GreenA Docker health check whose pattern matches the shell running it can never go red. How to find the checks in your fleet that never failed, and prove each one.15 min
- watsonx.governance Enforcement Tracking — Sampled Compliance and the Unevidenced RunEU AI Act Article 12 wants a per-event record. Enforcement Tracking evidences thresholds on a schedule. What that gap costs, and the join key that closes it.16 min
- Merge Debt: The 2026 Bill Your Parallel AI Agents Are Running UpThree agents finish in parallel. Main takes one landing at a time. METR's perception gap, the rebase tax, and why Merge Debt is the number nobody plots.12 min
- Terraform MCP server GA: the Apply Gate your auditor will ask aboutHashiCorp's Terraform MCP server is GA and IBM Bob can write production IaC. ENABLE_TF_OPERATIONS separates a safe assistant from autonomous apply.11 min
- Your Knowledge Is a Depreciating Asset. Judgment Compounds.AI made reproducible knowledge free, so technical expertise is now a depreciating asset. Judgment is the one that compounds. Here is how to move your weight.14 min
- The Senior Engineer Signal: The 2026 Risk Your Velocity Metrics HideJuniors 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.11 min
- Agent Sprawl: The 2026 Engineering Risk Your Auditor Hasn't Named YetUnknown numbers of AI coding agents run in parallel — no audit trail, no isolation, no per-team measurement. By 2026 that's an audit finding.15 min
- Docker supply chain hardening — from Scout D to OpenSSF 7.8 on a 730K-pull imageHow I hardened a 1M-pull public Docker image from Scout grade D to OpenSSF Scorecard 7.8 — multi-stage build, cosign, SLSA provenance, non-root default.15 min
About The Verdict — Vladimir Mikhalev
From the publisher's feed
Container security, AI governance, and platform engineering, tested in production and argued without the hype. Every episode is a full essay from heyvaldemar.com, narrated by Docker Captain Vladimir…
Mikhalev in his own voice.