AgentPrism

AI Observability Platform

AgentPrism gives you complete visibility into your AI agents' execution, costs, and performance. Debug faster, optimize smarter, and ship with confidence.

  • main
    UNKNOWN0$ 0
    37s
    • ChatCompletion
      LLM0$ 0
      2s
    • ChatCompletion
      LLM0$ 0
      3s
    • ChatCompletion
      LLM0$ 0
      30s
    • AgentExecutor
      AGENT INVOCATION0$ 0
      37s
      • RunnableSequence
        CHAIN0$ 0
        2s
        • RunnableAssign<agent_scratchpad>
          AGENT INVOCATION0$ 0
          1ms
          • RunnableParallel<agent_scratchpad>
            AGENT INVOCATION0$ 0
            1ms
            • RunnableLambda
              CHAIN0$ 0
              1ms
        • ChatPromptTemplate
          UNKNOWN0$ 0
          0ms
        • ChatOpenAI
          LLM0$ 0
          2s
        • OpenAIToolsAgentOutputParser
          AGENT INVOCATION0$ 0
          1ms
      • anonymized_search
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        2s
      • RunnableSequence
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        3s
        • RunnableAssign<agent_scratchpad>
          AGENT INVOCATION0$ 0
          5ms
          • RunnableParallel<agent_scratchpad>
            AGENT INVOCATION0$ 0
            3ms
            • RunnableLambda
              CHAIN0$ 0
              1ms
        • ChatPromptTemplate
          UNKNOWN0$ 0
          0ms
        • ChatOpenAI
          LLM0$ 0
          3s
        • OpenAIToolsAgentOutputParser
          AGENT INVOCATION0$ 0
          1ms
      • anonymized_extract
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        364ms
      • RunnableSequence
        CHAIN0$ 0
        30s
        • RunnableAssign<agent_scratchpad>
          AGENT INVOCATION0$ 0
          7ms
          • RunnableParallel<agent_scratchpad>
            AGENT INVOCATION0$ 0
            5ms
            • RunnableLambda
              CHAIN0$ 0
              1ms
        • ChatPromptTemplate
          UNKNOWN0$ 0
          1ms
        • ChatOpenAI
          LLM0$ 0
          30s
        • OpenAIToolsAgentOutputParser
          AGENT INVOCATION0$ 0
          1ms
    • anonymized_company.end_of_trace
      UNKNOWN0$ 0
      0ms

From confusion to confidence

See exactly how your agents behave

AgentPrism transforms how you understand and control your AI agents. Stop guessing, start knowing.

10x Faster Debugging

Stop wasting time manually reviewing agent behavior. Instantly identify issues, understand execution patterns, and optimize performance with visual insights.

Control Your Costs

See exactly where your money goes. Track token usage, API costs, and identify expensive operations. Find the parts of your agents costing you the most.

100% Trace Visibility

Get the detailed insights you need for serious debugging. Drill down into tool calls, examine prompt efficiency, and trace execution flow at any level of detail.

Integrations

Import from Anywhere

AgentPrism works with your existing tools. Import data from popular platforms or upload your own traces.

Langfuse logo
Langfuse
Mastra logo
Mastra
n8n logo
n8n

Custom API calls

Manual upload

OTel / OTLP

Ready to take control of your AI agents?

Join teams who've transformed their debugging experience. Start seeing clear insights instead of confusing traces.

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