Grafana Cloud Testing
Three pillars: external probing (Synthetic Monitoring), load testing (k6 Cloud), real-user monitoring (Faro).
Prerequisites
- Grafana Cloud stack
- Synthetic Monitoring: SM access token (
sm:write) - k6 Cloud: a Grafana Cloud k6 token + projectID
- Faro: a Faro app + write-token from Frontend Observability → Apps
Common Workflows
1. Create + verify a Synthetic HTTP check
bash# 1. Create the check (full payload in references/synthetic.md) curl -X POST https://synthetic-monitoring-api.grafana.net/sm/checks \ -H "Authorization: Bearer <sm-token>" -H "Content-Type: application/json" \ -d '{"job":"website","target":"https://example.com","frequency":60000,"timeout":15000, "enabled":true,"probes":[1,5,10], "settings":{"http":{"method":"GET","validStatusCodes":[200]}}}' # 2. List checks — confirm it exists and is enabled curl -s https://synthetic-monitoring-api.grafana.net/sm/checks \ -H "Authorization: Bearer <sm-token>" | jq '.[] | select(.job=="website")' # 3. Verify probe_success arrived (wait ~60s for the first run) # In Grafana Explore on the synthetic metrics datasource: # probe_success{job="website"} # Expect 1 from each probe in `probes:[1,5,10]`. # # Rollback: DELETE /sm/checks/<id> or set `"enabled": false`.
See references/synthetic.md for all check types, PromQL queries, and alert rules.
2. Run a k6 cloud load test
bash# 1. Authenticate once k6 cloud login --token <grafana-cloud-k6-token> # 2. Validate the script locally first (smoke run, no cloud cost) k6 run --vus 1 --duration 30s script.js # 3. Launch in cloud k6 cloud script.js # → URL of the run; thresholds (p95<500ms, error<1%) decide pass/fail. # 4. Verify in CI — exit code 0 = thresholds passed, 99 = threshold failed. echo $?
Full script + scenarios + CI YAML: references/k6-and-faro.md.
3. Instrument a frontend with Faro
bash# 1. Install npm install @grafana/faro-web-sdk @grafana/faro-web-tracing
javascript// 2. initializeFaro({ url, apiKey, app, instrumentations }) — see references/k6-and-faro.md // 3. Push a test event so we have something to look for: faro.api.pushEvent('faro_smoketest', { ts: Date.now().toString() });
bash# 4. Verify the collector accepted it (browser DevTools → Network) # POST to /collect should return 202. If 401 — apiKey mismatch. # 5. Verify in Grafana # - Frontend Observability → your app → Sessions: should show your session # - Explore on Loki: `{kind="event"} |= "faro_smoketest"` # - For traces: filter by `service.name="my-frontend"` in Tempo
Troubleshooting
- Synthetic check stuck at
probe_success=0→ checkprobe_*_duration_secondsfor the failing stage; the probe-region label tells you which prober errored - k6 cloud run "ABORTED_THRESHOLD" → a threshold tripped; inspect the run page to see which one
- Faro events not landing → check the browser network call to
/collectreturns 202; common cause is wrongapiKeyorurl(must match the FE Observability app)
References
- For deep authoring of Synthetic Monitoring scripted (k6) and browser checks — execution model, assertions, secrets, API/Terraform payloads — see the
synthetic-monitoring-checksskill references/synthetic.md— Synthetic Monitoring essentials: check types, key PromQL metrics, alert rulesreferences/synthetic-monitoring.md— deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checksreferences/k6-and-faro.md— k6 cloud script + Faro Web SDK init snippets for end-to-end testingreferences/k6-cloud.md— deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis


