Blog
Notes on engineering practice, AI-native workflow, and long-term system maintenance.
- September 28, 2026
My AI-Native Development Workflow: Spec → Tickets → Implementation
Using this personal site's real construction as the example: wiring Matt Pocock's agent skills chain — grilling, glossary, spec, tracer-bullet tickets, TDD at one seam, two-axis review — into an auditable pipeline.
- September 27, 2026
Maintaining an Enterprise System for 12 Years: Three Things I Learned
Six platform generations, ten-million-row data sync, the foundation modules of a 20-person team — three hard lessons from 12 years of enterprise maintenance, and how they became the foundation of my AI workflow today.
- September 26, 2026
Everyone's Coding with AI Now. Why I Still Insist on TDD and Code Review
Three real cases from building this site, plus a side-by-side of two agent skill systems — Superpowers and Matt Pocock's skills: in the AI era, TDD becomes an executable spec and code review becomes a two-axis alignment mechanism.