— Journal
Writing on software engineering, AI systems, and the craft of shipping product.
AI
Chunking, retrieval, and evals — what actually works at scale.
8 min
Mobile
A working engineer's take, without the tribal war.
6 min
Web
Multi-tenant, role-based, and audit-friendly.
10 min
Guardrails, tools, and human handoffs.
7 min
