> AI agents: this is one page from PostHog's docs. Full index of Markdown docs for LLMs: https://posthog.com/llms.txt

# A pocket guide to AI Observability

Canonical URL: https://posthog.com/learn/ai-observability/pocket-guide

Your AI features don't fail loudly. They fail plausibly and confidently, with nothing that looks like an error.

Learn to trace your LLM calls, understand their cost, and evaluate whether the outputs give users what they need. Each use case includes a prompt you can run in PostHog AI with your own data.

[Pocket guide to: AI Observability](https://posthog.com/learn/ai-observability/pocket-guide/101.md)