Find bugs invisible to your monitoring
For when Datadog is all green but customers keep saying something is broken.
The Challenge
Instrumentation blind spots
Error logs catch crashes but miss UX bugs, workflow breaks, and data inconsistencies that customers notice immediately.
Signal lost in noise
Bug reports are buried in support tickets alongside feature requests, how-tos, and billing questions. Engineers never see them.
Slow escalation path
Support to PM to engineering triage can take days. By then, 50 more customers have hit the same issue.
How teams use Enterpret today
Situation
An engineering manager kept hearing 'something feels broken' from CS but couldn't find anything in logs or monitoring.
Action - asked Wisdom, Enterpret's AI assistant
What customer-reported issues in the last 30 days don't map to any known bug? Focus on 'incorrect behavior' complaints, not feature requests.
Impact
Discovered a data sync issue that only manifested in a specific timezone — completely invisible to instrumentation. Affected 200+ users.
Situation
A QA lead wanted to understand what types of bugs customers catch that automated testing misses.
Action - prompted Claude with Enterpret MCP connector
Use the Enterpret Wisdom connector to show the top bug-related feedback themes for the past quarter. Flag any that have no corresponding ticket in our bug tracker.
Impact
Found 3 persistent UX bugs in multi-step workflows that automated tests didn't cover. Created tickets for all 3 with customer evidence attached.
Situation
The engineering team’s error monitoring showed zero issues after a deployment, but customers were reporting problems that server logs couldn’t see.
Action -
Action — configured an Enterpret Quality Monitor agent for post-deployment feedback spikes
Quality Monitor agent watches for feedback theme spikes within 48 hours of any deployment — fires to #eng-alerts with theme name, volume spike, and sample customer descriptions.
Impact
Caught a 4x spike in “payment confusion” feedback within 3 hours of a UI deployment. The bug was invisible to Datadog but obvious in customer reports.
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