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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.
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Fast Code, Slow Delivery
AI made code cheaper and faster. It did not make software delivery automatic. The teams that win are the ones tightening the whole chain from idea and specifications to testing, CI, release, and production feedback.

AI in Europe: Why SMEs Are Still Behind
AI adoption in Europe is growing fast, but small companies are still far behind large enterprises. A practical, low-risk way for SMEs to start with real workflow value.

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.

AI Is a Multiplier. So Is Laziness.
LLMs can speed up writing, design, and coding. They can also amplify generic output if we stop thinking critically.

AI Is Unbundling SaaS (and Changing the Economics)
LLMs make it faster and cheaper to build tailored workflows that used to require third-party SaaS. A real example: a custom call booking system built into my site.
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