What you get
- User behavior analysis - see where users get frustrated, confused, or stuck. Detect pain points across every conversation without reading through them manually.
- Silent failure detection - catch the failures that traditional monitoring misses: bad tool calls, hallucinations, infinite loops, and responses that don’t address what the user asked.
- Custom pattern monitoring - define your own signals (competitor mentions, compliance phrases, escalation keywords) and track them across every run automatically.
- Context delivered to your workflow - get alerts, recaps, and insight search results in Slack. Give your coding agent production context through MCP so it can find and fix issues directly.
Get started
Pick your framework to start sending traces:Vercel AI SDK
TypeScript
Claude Agent SDK
TypeScript
Mastra
TypeScript
LangChain & LangGraph
Python
CrewAI
Python
Agno
Python
Custom Instrumentation (Python)
Python
Custom Instrumentation (TypeScript)
TypeScript
