Practical notes on secure data systems, AI-aware engineering, and the decisions behind reliable technical work.
Sep 15, 2026
Why I think governance belongs in the migration design from the beginning.
Aug 12, 2026
Why replacing legacy code takes more than reproducing its logic.
Jul 30, 2026
Why automation needs a checkpoint before it keeps going.
Jul 22, 2026
Why AI systems need a defined blast radius before they act.
Jul 15, 2026
Why AI actions need recovery paths, not just approval.
