Intencion

Intencion is a developer tool that captures and traces AI agent runs, identifying the exact step where a failure occurred. It solves the problem of debugging complex agent workflows by providing a unified view of goals, tool calls, and errors. The product targets software developers and engineering teams building AI agents, particularly those using OpenAI or Anthropic SDKs in TypeScript or Python. It is delivered as a SaaS platform with an SDK for instrumentation, offering a free tier and enterprise options.

Key features

• Trace every tool call with inputs and outputs
• Mark failing steps with exact errors
• Group runs by goal and sort by failure rate
• Provide pass/fail verdicts defined in code
• Replay tool calls with latency
• Integrate with OpenAI and Anthropic SDKs
• Support TypeScript and Python
• Offer MCP integration for coding agents