Understand the stack

AI & LLM Guides

Clear field guides for choosing models, designing workflows, and shipping reliable AI products.

3 entries Newest first
New Jul 17, 2026 6 min read

Designing Human-in-the-Loop AI Systems

Place human review where it changes risk: define authority, evidence, escalation paths, feedback quality, and audit records.

Evaluation and Safety
Jul 11, 2026 6 min read

How to Choose the Right LLM for Your Application

A durable, task-first framework for comparing model quality, reliability, latency, privacy, and total operating cost.

Model Selection
Jul 10, 2026 6 min read

How Large Language Models Work

A practical mental model for tokens, attention, training, inference, context, and the limits of generated answers.

LLM Fundamentals