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Coding Agent Developer Experience Survey
What problems do you face most often while using coding agents?
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The agent does not understand enough of the codebase
I repeatedly have to provide the same context
It makes incorrect assumptions
It changes unrelated code
Debugging its changes takes too long
Verifying whether its solution is production safe is difficult
It does not understand runtime or production behaviour
It consumes too many tokens or takes too long
Other
What does your current monitoring or observability setup include?
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Application logs
Infrastructure or application metrics
Distributed tracing
APM or observability platform
Alerts or incident-management tools
We do not have a formal observability setup
Other
Which tools do you use?
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Datadog
New Relic
Sentry
Cloudwatch
Posthog
Prometheus + Grafana
Other
What kinds of risks or constraints do the coding agents most often fail to consider when making related changes on your codebase?
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Can you describe a recent case where a coding agent’s change looked correct or passed the full suite of tests but could have caused or did cause a problem in staging or production?
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Would you be open to a short 20–30 minute call to discuss a specific case where a coding agent missed an important system constraint, dependency or production risk?
Submit