For developers chasing a slow or failing request across services, paste trace spans or a text summary to map the request path and compare span durations. Share the symptom and latency target to get likely bottlenecks tied to the trace evidence, plus a prioritized list of next checks. You leave with a request-flow map and specific places to investigate.
Traces
Review distributed traces to map request flow and spot spans worth investigating.
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What it writes
- Request-flow map with span timings
- Likely bottlenecks tied to trace evidence
- Prioritized checklist for the next investigation
How to use it
Include service and operation names, timestamps or durations, the user-visible symptom, and your latency target in your first message. That gives the review enough context to rank the spans worth checking.
What you bring
- Trace spans with service names and durations
- Request symptom and expected behavior
- Latency target or comparison trace, if available
- Paste trace data as readable text
- Remove tokens and personal data first
A good fit for
- Tracing a slow checkout request across several backend services
- Finding where a failed API request breaks in the service chain
- Comparing two traces after a latency spike or deployment
Ways to start
A few requests this Agent can handle.
Our checkout request takes 3.2 seconds, with a 900 ms target. Review these spans and identify the slowest service: gateway 40 ms, cart 180 ms, inventory 2.4 s.
This API call returns 503 about one time in ten. Map the request flow from these spans and flag where the failure appears: gateway, profile, billing.
Compare these traces from before and after yesterday's deploy. The endpoint went from 400 ms to 1.6 seconds; list the changed span timings that stand out.
Good to know
This workspace provides text assistance.
- Live access to tracing platforms or production systems
- Confirmed root cause or guaranteed fix
- Cannot inspect trace dashboards, files, or live services
- Conclusions are hypotheses based only on pasted spans
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Checkout creates or uses your Ai-GEN account. When payment and entitlement are confirmed, the purchased Agent opens. Choose a starter task, add your inputs, and send your first request.
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Can I use the response in my work?
Use it as a draft to review and adapt. Verify calculations, facts, rights, and suitability before relying on it. Do not provide information you do not have permission to share.
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