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

Observability

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

Use this page for the signals you collect to understand behavior in production.

Evals

Benchmark design, regression testing, and practical scorecards.

Cost and Reliability

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