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Ambertrace icon

Ambertrace

Ambertrace is an LLM observability platform with an open source SDK that traces every AI agent call across OpenAI, Anthropic, and Google with zero code changes.

Just need to add 2 lines of code to start tracking AI agents perfomance

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Platforms

  • Software as a Service (SaaS)
  • Self-Hosted
Track total traces, token consumption, average latency, and success rates across all providers. See exactly where your AI budget goes with per-provider breakdowns.
Browse every request and response with full payloads, token counts, and timing data. Click any trace to inspect the complete conversation - prompts, completions, and errors.
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GitHub repository

  •  6 Stars
  •  1 Forks
  •  0 Open Issues
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What is Ambertrace?

Ambertrace gives engineering teams full visibility into their LLM API calls with zero-code instrumentation. Install the SDK, and every request to OpenAI, Anthropic, or Google is automatically traced, including request and response data, token usage, latency, and errors. Ambertrace captures the full execution path of your AI agents. Browse every LLM call with complete request and response data. Track prompt and completion tokens per call to understand costs. Filter by provider, model, or error status to quickly locate issues. Key capabilities: auto-patches OpenAI, Anthropic, and Google clients with no wrappers or decorators; unified multi-provider dashboard; token usage and cost-per-session analytics; automatic failure detection and retry loop flagging; real-time trace streaming; alerting via Email and Slack. The SDK adds approximately 1-2ms overhead per call. Traces are sent asynchronously in background threads. Ambertrace never breaks your application because all tracing errors are caught internally, and provider exceptions are re-raised unchanged.