The Context Company

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 / TypeScript)

Every supported integration exports standards-compliant OpenTelemetry traces — see that page for the wire protocol behind every framework guide.