AI Agent Observability
Gain deep visibility into your AI agents, from prompts to payloads, and from decisions to outputs. Lumigo makes it easy to understand, troubleshoot, and optimize every step in an agent’s workflow.
See every step in your agent’s workflow
Visualize every interaction, tool call, and decision made by your agent. From system prompts to LLM responses, Lumigo unlocks the full execution path, allowing you to understand exactly how your agents operate.
End-to-end observability
View logs, distributed traces, and AI agent traces side-by-side. No more toggling between platforms. See the full picture of system and AI behavior in one unified interface.
Decision graph
Visualize the full execution path of your AI agent. From initial prompt to final response, every step, tool call, and decision is mapped for total transparency.
Tools usage
Understand how your agents are using tools. Track frequency, performance, and failure points for each API or internal tool to streamline your workflows.
Cost visibility
See LLM usage and cost broken down by model, step, or agent. Identify high-cost operations and optimize spend across your AI applications.
Performance optimization
Pinpoint bottlenecks and latency spikes across agent runs. Understand how many tokens are used
and which models perform the best.
AI for AI
Leverage Lumigo Copilot to understand complex agent behavior in seconds. From unclear prompts to tool failures, Copilot helps you debug faster and smarter.
“Lumigo has given customers complete transparency into how AI agents work. We can see their logic paths, tool calls, and cost breakdowns, which help debug and optimize faster than ever.”
Deploy in minutes, not hours or days
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Plug into your AI pipeline – no code required.
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Automatically capture prompts, traces, and decision logic.
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Explore and optimize through an intuitive dashboard.
Quickstart
Start with the basics to get going right away
1. Gain access to logs and metrics in Lumigo
View logs, analyze metrics, find issues, and set up alerts
2. Troubleshoot in minutes with distributed tracing
View end-to-end request flows to quickly identify the root cause of any issue
Get notified of issues and errors
Get notified in the channel of your choice when issues and errors occur
Invite users to join Lumigo
Solve issues faster by collaborating with your teammates
Get started with Lumigo
Whether you’re an SRE, developer, or platform engineer, Lumigo gives you the insights you need—without the complexity.