VALDEMAR | Solutions architecture for production systems

HashiCorp's Terraform MCP server is GA and IBM Bob can write production IaC. ENABLE_TF_OPERATIONS separates a safe assistant from autonomous apply.

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.

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.

How I hardened a 730K-pull public Docker image from Scout grade D to OpenSSF Scorecard 7.8. Multi-stage build, cosign signing, SLSA provenance, non-root default, and the incident that changed how I ship attestations.

How removing Google Analytics 4 from an Astro site unlocked Lighthouse 100, why Cloudflare Web Analytics replaced it, and what the tradeoffs actually cost.

Over half of AI-enabled apps on major backends carry severe misconfigurations. A hands-on analysis of the 300M-message Firebase breach, the insecure default that caused it, and the 3-layer Operational Discipline Protocol — with specific tooling — to shut down Agent Sprawl before regulators do it for you.

Everyone is buying Mac Minis and installing AI agents. I tested one in isolation. Here is the architectural framework for deployment that the Instagram hype does not include.