AI Engineering Notes

AI Engineering Notes

AI Basics Tokens and Context Prompting Model Behavior

Built with AI Project Showcase Tooling Stack Build Process

Agents & Workflows Tool Use Memory and State Human in the Loop

Evaluation & Operations Evals Observability Cost and Reliability

Evaluation & Operations

Cost and Reliability

Latency, spend, fallbacks, and guardrails for production AI systems.

Use this page for the operating constraints that matter once users depend on the system.

Observability

Logging, traces, review data, and debugging signals for AI systems.