Dev
Monitoring Alert Prompt Generator
An alert that fires on high CPU teaches people to ignore the pager. An alert with no runbook leaves the responder guessing at 3am. This tool generates a fill-in prompt that asks an AI assistant to write an alert rule focused on symptoms users actually feel, with a for-duration to stop flapping and an annotation that tells the responder what to do. Pick the tool — Prometheus with Alertmanager, Grafana, Datadog, or CloudWatch — and describe the symptom, such as "high p99 latency on the checkout API". The prompt asks for a symptom-based threshold, a `for` duration to prevent flapping, severity and routing labels, an annotation with summary, user-facing impact, and a runbook link, and guidance on tuning the threshold for your baseline. Edit the symptom and pick the tool, paste the prompt into your assistant, and refine the threshold against your actual metrics before deploying the rule.
How to use
- Choose your options above
- Click Generate
- Copy your result
Detailed instructions
- Pick your monitoring tool.
- Describe the symptom to alert on.
- Click Generate to build the prompt.
- Paste it into your AI assistant and refine the threshold for your baseline.
Use Cases
- •Getting an actionable alert rule from an AI assistant
- •Alerting on user-facing symptoms instead of raw resources
- •Adding a for-duration to stop alerts from flapping
- •Attaching a runbook link so responders know what to do
- •Standardising alerting across Prometheus, Grafana, or Datadog
Tips
- →Alert on latency and error rate, not raw CPU and memory.
- →Always add a for-duration to prevent flapping alerts.
- →Link a runbook so the responder knows the first steps.
- →Review and prune noisy alerts regularly to fight fatigue.
FAQ
why alert on symptoms rather than raw resources
High CPU with happy users is not an incident; low CPU with a failing checkout is. Alerting on user-facing symptoms like latency percentiles and error rates pages people for conditions that actually matter, rather than resource utilisation nobody is watching.
what does the for-duration do
The `for` clause requires the alerting condition to hold continuously for a set period before the alert fires. A brief spike that resolves in seconds never triggers the alert. It is the most effective single lever against flapping, noisy alerts.
why make a runbook link a requirement
An alert that wakes someone up without telling them what to do builds pager fatigue. A runbook link in the annotation gives the responder the first steps immediately, which is why the prompt treats it as a required part of the alert definition.
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