Shipped, in Production, Documented
How our products were designed, built, and shipped: the problem, the architecture, the results, and the lessons. No invented clients, no inflated numbers.
Thera: Scoring Federal Opportunities for a Contractor With Money on the Line
How we built capture intelligence for federal contractors around one hard rule, that a score has to be a gate rather than a ranking, with a design partner who loses work when the tool is wrong.
6 min read · Sep 2026
Aegis BI: Building an AI Financial Command Center for Small Business
How we designed and built a BI platform that reads the files a business already keeps, forecasts from them, and travels in a pocket, now live in production.
4 min read · Jun 2026
MyBudgetNerd: Shipping Privacy-First ML Personal Finance to the App Store
From PDF parsing pipeline to 5.0-star iOS app: designing, building, and shipping a consumer ML product with privacy as the architecture, not the disclaimer.
2 min read · May 2026
ANN Builder Studio: Making Neural Networks Hands-On
Building a live, no-code workspace where anyone can go from raw CSV to a trained neural network, and why we opened the repository.
2 min read · Apr 2026
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