Insights
Notes from the studio.
Engineering notes on AI, ML, custom apps, and the messy bits of shipping production software.
ai
Building Neutral AI: How We Ship Production Systems Without the Hype
Hype-free engineering principles for AI products that serve users, not nudge them. Grounding, refusal, evals, cost-bounding — the boring decisions that actually ship.
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.