Insights
Notes from the studio.
Engineering notes on AI, ML, custom apps, and the messy bits of shipping production software.
Tagged “rag”2
ai
How to Build a RAG Assistant That Actually Answers From Your Company Docs
A practical 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 works better than fine tuning. When prompt engineering wins. And the cost equation most teams skip.