Insights
Notes from the studio.
Engineering notes on AI, ML, custom apps, and the messy bits of shipping production software.
ai
How to Build a RAG Assistant That Actually Answers From Your Company Docs
A practical, vendor-neutral guide to building an AI assistant grounded in your own handbook, policies, and support history, plus the failure modes to avoid.
ai-development
AI Development in 2026: When to Use RAG, Fine-Tuning, or Just Better Prompts
A practical AI development guide, when retrieval-augmented generation beats fine-tuning, when prompt engineering wins, and the cost equation most teams skip.