📊 Agent Builder Insights: Real-time Observability Dashboard

🎯 What is it?

The Agent Builder now features a comprehensive observability dashboard that gives you real-time visibility into how your agents are performing. You can track usage trends, monitor which tools are being executed, analyze user feedback, measure response times, and understand how your retrieval systems are behaving—all linked to specific versions of your agents.

💡 Why is it useful?

AI agents often fail quietly in production. A prompt change might slow down responses, a tool update could break a workflow, or retrieval quality might degrade—and you won't know until frustrated users report it. This dashboard shifts you from reactive troubleshooting to proactive monitoring, letting you catch issues before they impact your team and understand the real-world impact of every change you make.

⚙ How does it work?

The dashboard automatically collects performance data from your agents in real-time. Every conversation, tool execution, and retrieval query is tracked and visualized, with metrics tied to specific agent versions so you can compare performance before and after changes.

✨ Concrete Use Cases

Here's how you could use it:

Validate prompt improvements: You updated an agent's instructions to be more concise. Check the dashboard to see if average latency decreased and if user feedback scores improved compared to the previous version.

Debug tool execution issues: Users mention an agent isn't providing complete answers. The dashboard reveals that a specific API tool is timing out 40% of the time, pointing you directly to the problem.

Optimize retrieval quality: After adding new documents to your knowledge base, monitor RAG behavior metrics to ensure the agent is retrieving relevant information and not getting overwhelmed by irrelevant context.

Track adoption and impact: See which agents are being used most frequently, during what times, and by which teams—helping you prioritize maintenance and development efforts.

📈 Benefits for you

• Catch problems early: Identify performance degradation or failures before they become widespread issues

• Make data-driven decisions: Understand the real impact of configuration changes instead of guessing

• Save troubleshooting time: Pinpoint the exact version and component causing issues

• Build confidence: Deploy agent updates knowing you can monitor their real-world performance immediately

🚀 How to access it?

Open any agent in the Agent Builder. You'll find the new Insights tab alongside your existing configuration options. The dashboard is available immediately for all users—no setup or activation required.