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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.

What building an MCP App in a real Deno + Fresh product looks like
Case StudyApril 21, 2026

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.

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From formula to production in a few hours: what a tiny mortgage app taught me about AI-assisted delivery
Case StudyApril 16, 2026

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.

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I rebuilt my wife's vet website - to meet perfect QoE standards.
Case StudyFebruary 16, 2026

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.

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Case Study

Waste Collection Calendar: One File, One Plan, 10 minutes of prompting

Case StudyJanuary 8, 2026

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.

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Case Study

LLMs as Translators: shipping a portfolio app in about 7 hours

Case StudyJanuary 5, 2026

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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