Architecture Boundaries
Boundaries Before Frameworks
Stable ownership boundaries make framework choices smaller, safer, and easier to reverse.
- 2 min read
- 267 words
KNOWLEDGE_LOG
Engineering Journal
Fifteen concise field notes on architecture, delivery, accessibility, leadership, and learning systems.
Test-First Delivery
Red, Green, Refactor as Delivery Discipline
A useful test begins as evidence that the requested behavior does not exist yet.
- 2 min read
- 277 words
AI-Assisted Engineering
AI Assistance Needs Engineering Constraints
AI tools are most useful when evidence, scope, and verification are stronger than the generated draft.
- 2 min read
- 290 words
Legacy Modernization
Modernize Legacy Systems Through Seams
Modernization becomes safer when change is introduced through verified seams instead of wholesale replacement.
- 2 min read
- 276 words
Secure Downloads
Secure Downloads Are an Authorization Problem
Protecting a file requires a complete request contract, not an obscure URL.
- 2 min read
- 280 words
Observability
Observability Begins With Questions
Useful telemetry is designed around decisions an operator must make under uncertainty.
- 2 min read
- 302 words