Practical notes on secure data systems, AI-aware engineering, and the decisions behind reliable technical work.
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.
Jul 8, 2026
Why AI systems need approval points before they change real systems.
