Blog
Notes on software control, vendor risk, and prototype readiness
Practical writing on software projects, vendor evaluation, maintainability, workflow design, AI-built prototypes, and realistic automation.
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What building an MCP App in a real Deno + Fresh product looks like
AI chat gets much more useful once it stops explaining software and starts opening it. These are the build notes from making that work in a real Deno + Fresh invoicing product.

From formula to production in a few hours: what a tiny mortgage app taught me about AI-assisted delivery
A small mortgage calculator became a practical case study in modern delivery: formula validation, disposable prototypes, design handoff, constrained AI coding, preview deployments, and the senior judgment still needed to ship something production-worthy.

I rebuilt my wife's vet website - to meet perfect QoE standards.
A small rebuild with a bigger lesson: in 2026, software buyers should pay for outcomes, not effort.
Case Study
Waste Collection Calendar: One File, One Plan, 10 minutes of prompting
Waste Collection Calendar: One File, One Plan, 10 minutes of prompting
A municipality PDF turns into a usable calendar in minutes: one prompt, one HTML file, and an embedded demo.
Case Study
LLMs as Translators: shipping a portfolio app in about 7 hours
LLMs as Translators: shipping a portfolio app in about 7 hours
A one-evening case study on how LLMs compress idea to production: design kit to components, AI-assisted screenshot import, and deployment, plus the engineering judgment that still matters.
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