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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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 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.
Blog
One Prompt, One Demo: Solar System Explorer
One Prompt, One Demo: Solar System Explorer
A single prompt generated this interactive solar system explorer. Here is why that matters, plus an embedded demo.
Case Study
AI Nutrition Coach for Endurance Athletes
AI Nutrition Coach for Endurance Athletes
Building a personal AI assistant that synthesizes training load, wellness metrics, and sports science to deliver evidence-based daily nutrition guidance for endurance athletes.
Blog
Why RAG Beats Fine-Tuning for Most Enterprise AI Projects
Why RAG Beats Fine-Tuning for Most Enterprise AI Projects
For most business use cases, Retrieval Augmented Generation delivers better results faster than fine-tuning. Here's why, and when each approach makes sense.
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