Better Dashboards
with AI

Quesma is a bot for Slack and Grafana that creates panels, manages alerts, and speeds up incident troubleshooting. Coming October 2025.

Using Grafana? Talk to our Founder
2:42 #operations @Quesma Show me response times from affected services. P99 ~3s instead of usual ~50ms. Grafana link

Meet You Where You Are

Quesma lives in Slack and Grafana. Speaks PromQL, ClickHouse SQL, and all your data sources. Less switching, less chaos, more focus.

Reduce 8 alerts to 1 using a 15-min moving average 500 300 100 0 00:00 06:00 12:00 18:00 Raw metric 15-min avg Alert threshold Old alerts New alert

Visual Insights

Create stunning charts that tell a story. Investigate outages with clear timelines, KPI overlays, and annotated reports. Just by describing them.

Config and docs 📁 alerts 📁 data_sources 📁 dashboards 📝 Rules.md 📝 SLA.md 📝 SLA.md 1 2 3 4 5 6 # Default HTTP Service SLA - P99: <100ms - Error rate: <1% - Alert window: 15min - No noisy alerts, if low traffic 🌿 main 7f30b8c Blame: Jacek Migdal (1d ago)

Open Source

Free to start and easy to explore. Self-documenting markdown. Keeps everything reproducible as configuration-as-code.

Looking for Quesma Gateway?

Our database proxy for seamless migration between Elasticsearch and ClickHouse.