ARTICLES
Working notes worth carrying forward.
Ideas, experience and personal projects in systems architecture, AI and technical problem-solving.
DOCUMENT WORKFLOWS
Kim: lessons from document automation
Lessons from building AI-assisted document workflows.
REGULATORY ANALYSIS
Regulatory comparison starts with a clear question
Comparing regulatory requirements through clear questions and traceable sources.
ARCHITECTURE
AI needs an architecture around it
The model is one component. The surrounding system still needs engineering.
SOFTWARE ENGINEERING
When the prototype works, the engineering begins
AI-assisted code still needs requirements, tests and someone who takes responsibility.
ENGINEERING TOOLS
Small, explicit tools still have a place
A practical look at shell tools, regular expressions and formal data structures.
ENGINEERING HISTORY
TaPos: a tracking prototype from 1997–1998
A personal account of connecting radio, GPS/GSM and a web view.
WEBSITES
Make expertise understandable on the web
Content, page structure and metadata for readers and AI systems.
LOCAL AI
Notes from running language models locally
Notes from my Mac mini language-model experiments in 2024–2025.
FAULT ANALYSIS
A drone failure, traced across system boundaries
A personal field account from August 2012 near Crupet.