Blog
Notes on Building and Shipping
Practical writeups covering implementation details, product decisions, and tools that matter in real projects.
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The Canonical Data Model Is a Myth in Most Systems
One universal canonical model rarely survives production diversity. A stable core with controlled extension paths scales better.
Turning Satellite Images Into Wildfire Intelligence
Satellite imagery becomes actionable wildfire intelligence only when temporal context, uncertainty handling, and decision workflows are designed together.
Google Just Changed the Q-Day Conversation
Google did not announce a fixed Q-Day date, but it did publish a major revision in quantum factoring cost that pulls the practical risk conversation forward.
Why LLM UX Still Feels Slow, and How to Fix It
LLM products feel slow when teams optimize backend latency only. Better UX comes from phase budgets, visible progress, and controllable interactions.
Solar Sales Tracker
How a fragile spreadsheet workflow evolved into a structured Google Apps Script system with clearer commission logic, stronger validation, and better team visibility.
DinoMutant Tools
DinoMutant Tools turned tribe coordination from scattered chat threads into one practical operations workspace.
Building Rogue Solar's Web Presence
A practical rebuild of Rogue Solar's website focused on clearer messaging, faster page loads, and stronger lead flow.
BarScout Features
How BarScout used real-time community updates, crawl planning, and trust signals to make nightlife decisions faster and less frustrating.