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.
One of fewer than 250 Docker Captains worldwide, a CNCF Ambassador, and Technical Editor of "Docker and Kubernetes Security."
Production-tested. Partner links.
🦑 GitKraken Pro – Visual Git client
🐧 Linux Foundation – Code: VALDEMAR
📚 ExpertEdge – Code: VALDEMAR
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.
How 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.
How removing Google Analytics 4 from an Astro site took mobile Lighthouse Performance from 88 to 94, why Cloudflare Web Analytics replaced it, and what the tradeoffs cost.
One researcher found 103 of 200 Firebase iOS apps open the same way. Inside the 300M-message breach and a 3-layer intake protocol to stop Agent Sprawl.
Everyone's installing AI agents on Mac Minis. I tested one in isolation and wrote down the permission-by-permission assessment the hype leaves out.
Project Dawn cut about 16,000 Amazon corporate jobs in January 2026, about 30,000 with October's round. The signal for community programs: prove production value, not engagement metrics.
Infosys deployed Devin AI across its delivery organization. If you compete on execution alone, you compete with an agent. What still pays is the decision you can defend.
Anisoptera's Dragonfly sells computer vision as a no-code subscription, hardware included. Who now makes the build or buy call, and the free blueprint for making it.
