Blog
Insights & Learnings
Thoughts on AI product development, lessons from the field, and practical guides for building production AI systems.
January 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.
Read more →January 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.
Read case study →December 30, 2025
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.
Read more →July 1, 2025
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.
Read case study →February 20, 2025
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.
Read more →Have an AI idea but don't know where to start?
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