Field notes
How the things I build work
Engineering and product notes from my projects: the architecture decisions, the numbers behind them, and what those numbers don’t prove.
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Blue Ocean Window Cleaning · Engineering note
Building the Data Plane Behind a Phone-Ready Window-Cleaning Quote
How I turned 11,000+ Housecall Pro jobs, San Diego parcel records, and a small set of tracked jobs into an explainable pricing engine that office staff can use on a live call.
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CrediClip · AI product evaluation
What 780 completed video jobs taught me about AI product quality
How evidence coverage, readiness benchmarks, and explicit uncertainty shaped the CrediClip roadmap.
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CrediClip · Capstone engineering note
Building a Multi-Lane Data Plane for Short-Form Video Credibility Analysis
How I separated CrediClip's web control plane from platform-specific evidence workers to analyze YouTube Shorts, Instagram Reels, and TikTok videos reliably.