# Frequently asked questions

Asnwer to the most popular questions

# What's the difference between LLM observability and regular logging?

Regular logging captures requests and responses. LLM observability shows you the _full picture_: every step in your AI pipeline, token costs, latency breakdowns, and (critically) whether outputs are actually good. You're not just seeing what happened; you're seeing what matters.

# Ship reliable AI agents

Latitude S.L. 2026