# PostHog Exploring LLM Traces

> Debug LLM/agent traces (posthog.ai_events)

**Subcategory:** PostHog  
**License:** MIT  
**Source:** https://github.com/PostHog/skills/blob/main/skills/omnibus/exploring-llm-traces/SKILL.md

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## When it is useful

Debug LLM/agent traces (posthog.ai_events, not events.properties.$ai_*).

## The Catch

Frontmatter exploring-llm-traces. MCP/HogQL-specific. Cloud Free 100K AI events. Distinct from already-live instrument-llm-analytics (HOLD as twin).