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Notes on building useful systems.
A future home for writing about web development, data systems, automation, and AI in practical business contexts.
Automation
Designing practical automation before writing code
Notes on finding repetitive work, defining ownership, and building automations that teams can trust.
Data
When a dashboard becomes a business system
A short framework for turning data views into decisions, alerts, and repeatable operating rhythms.
AI
AI features that should survive production
Thoughts on RAG, prompts, evaluation, and making LLM apps useful beyond the demo screen.