Kubit inverted product analytics so the output surface is a coding agent, not a dashboard.

Kubit debuted "Product Analytics for Agents and Users" at #7 on Product Hunt, joining LLM traces to clickstream so you see what a user was trying to do next to how the agent reasoned about it. Claims intent, sentiment, and friction extraction from 100% of traces with no sampling, ingesting from Langfuse, LangSmith, and Arize via OpenTelemetry fan-out. The architecturally interesting part: it ships the resulting context back into Claude Code or Cursor over MCP, so the fix happens in the IDE. That's the Mixpanel workflow turned inside out.