How to debug an AI agent execution trace
A step-by-step workflow for moving from a failed answer or slow run to a testable engineering change.
Built for developers debugging AI agent runs
Debug AI agents faster with clear execution insights.
Run Summary
Execution Timeline
Reasoning Graph
Compare Runs
TraceProbe helps you analyze agent logs, identify root causes, compare runs, and improve AI observability with clear execution insights and privacy-first local analysis.
Start with the app, then choose monthly or annual Pro billing when you are ready.
Purchase Status
Opening secure checkout
Your checkout should open on top of this page, then return here with your license key.
Your TraceProbe License Key
Copy this key and use it in TraceProbe under Activate Pro.
Learn the debugging workflow
Practical guides for reading agent traces, finding the first meaningful divergence, and validating a fix.
How to inspect OpenTelemetry AI traces locally
Learn how to read traces, spans, timing, tool results, and model decisions while keeping sensitive data local.
Compare runs after every important change
Use a healthy baseline to spot prompt, model, tool, and orchestration regressions.
AI agent debugging, analysis, and AI observability
From slow tool calls to reasoning breakdowns, TraceProbe helps you diagnose, compare, and improve AI agent behavior with precision while keeping sensitive logs local.
Root Cause Detection & Recommendations
Identify exactly where your AI agent failed, understand why it happened, and get actionable recommendations faster.
Compare AI Agent Runs
Compare successful and failed runs side by side to detect regressions, behavior changes, and performance differences.
OpenTelemetry & OpenInference Trace Analysis
Analyze AI agent logs locally without uploading trace content to external servers.
Download first. Upgrade or activate inside the app.
Install TraceProbe on Windows, explore sample runs, and start the in-app trial. When you are ready, upgrade to Pro and retrieve your license key through secure checkout.
Install TraceProbe securely from Microsoft Store. Microsoft Store also manages app updates automatically.
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