Alert-evaluation failures demand speed, but a plausible cause is not enough to ship a fix.
On-call response needs a shorter path through Prometheus, Loki, Tempo, and Kubernetes, while engineers need evidence they can defend.
Who you’d be doing this for
“The page is firing, but I’ve got four tabs open and nobody can tell me where it first went wrong.”
Hans Martin · Site Reliability Engineer
Runs production incident response for a cloud-native service using Grafana-managed alerts.
What is at stake
Alert-evaluation investigations must produce engineer-confirmed causes within 20 minutes in 70% of pilot cases. You have to weigh faster evidence assembly against the review needed before a cause guides a fix.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- faster triage vs. engineer-verifiable evidence
- cross-source context vs. bounded query load
- ranked hypotheses vs. deterministic diagnostics
- pilot learning vs. on-call reliability
Why Grafana
Grafana-managed alert evaluation is a critical path for cloud-native customers who depend on Grafana Cloud during incidents.
Written with these in mind
Not your kind of problem? 24 more at Grafana, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.