references/technical-examples.md

# Technical examples and code
For example commands or code: state language, version/environment if material, data setup, expected output and validation. Never invent that commands were run. For current APIs, consult authoritative reference or read actual repo. Code should illustrate a real conceptual point, not be filler. Identify safety and security constraints before destructive database/system examples.