

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.
Cost / License
- Freemium (Subscription)
- Open Source (Apache-2.0)
Platforms
- Software as a Service (SaaS)
- Self-Hosted
Features
Tags
- agent-monitoring
- Observability
- llm-observability
- ai-observability
- llm-monitoring
Ambertrace News & Activities
Recent activities
- kirpros added Ambertrace
kirpros added Ambertrace as alternative to Helicone
Ambertrace information
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.



