/ home
notes

Field notes from the engineering bench.

Concise writing about systems, AI-assisted engineering, local tooling, and the discipline of shipping maintainable work.

5/14/2026/1 min read

Local Agent Workbench

A practical note on making AI coding agents observable, recoverable, and useful inside a real developer loop.

AgentsLLMsDeveloper Tools
4/22/2026/1 min read

Shipping Quality AI Code

AI-assisted engineering works when the verification loop is stronger than the generation loop.

QualityAITesting
3/10/2026/1 min read

Developer Operating System

A personal website can be more than a portfolio; it can become a control plane for taste, proof, tools, and active experiments.

Personal OSDXSystems