Grafana Cloud Testing
Docs: https://grafana.com/docs/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
# 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
# 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
# 1. Install
npm install @grafana/faro-web-sdk @grafana/faro-web-tracing
// 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() });
# 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 → check probe_*_duration_seconds for 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
/collect returns 202; common cause is wrong apiKey or url (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-checks skill
references/synthetic.md — Synthetic Monitoring essentials: check types, key PromQL metrics, alert rules
references/synthetic-monitoring.md — deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checks
references/k6-and-faro.md — k6 cloud script + Faro Web SDK init snippets for end-to-end testing
references/k6-cloud.md — deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis
Resources
1---2name: testing3description: Probe, load-test, and instrument frontends from Grafana Cloud. Covers Synthetic Monitoring (HTTP / DNS / TCP / Ping / Traceroute / Multihttp / k6-browser scripted checks from 20+ global probes, alert on `probe_success` + TLS-cert expiry), Grafana Cloud k6 (distributed load tests across AWS load-zones, scenarios, `http_req_duration` thresholds, CI integration via `grafana/k6-action`), and Frontend Observability with Faro Web SDK (RUM, Core Web Vitals, custom events, `pushError`, distributed-trace correlation). Use when checking website / API uptime from multiple regions, gating a release on a load test, watching for TLS-cert renewal, instrumenting a React/Vue app, tracking Core Web Vitals, or correlating frontend errors to backend traces — even when the user says "is my login flow up?", "monitor my API", "ping our endpoint every minute", "release-gate load test", "browser performance monitoring", "session replay", or "RUM" without naming Synthetic Monitoring / k6 / Faro.4license: Apache-2.05---6
7# Grafana Cloud Testing
8
9> **Docs**: https://grafana.com/docs/grafana-cloud/testing/
10
11Three pillars: external probing (Synthetic Monitoring), load testing (k6 Cloud), real-user monitoring (Faro).
12
13## Prerequisites
14
15- Grafana Cloud stack
16- Synthetic Monitoring: SM access token (`sm:write`)
17- k6 Cloud: a Grafana Cloud k6 token + projectID
18- Faro: a Faro app + write-token from **Frontend Observability → Apps**
19
20## Common Workflows
21
22### 1. Create + verify a Synthetic HTTP check
23
24```bash
25# 1. Create the check (full payload in references/synthetic.md)
26curl -X POST https://synthetic-monitoring-api.grafana.net/sm/checks \
27 -H "Authorization: Bearer <sm-token>" -H "Content-Type: application/json" \
28 -d '{"job":"website","target":"https://example.com","frequency":60000,"timeout":15000,
29 "enabled":true,"probes":[1,5,10],
30 "settings":{"http":{"method":"GET","validStatusCodes":[200]}}}'
31
32# 2. List checks — confirm it exists and is enabled
33curl -s https://synthetic-monitoring-api.grafana.net/sm/checks \
34 -H "Authorization: Bearer <sm-token>" | jq '.[] | select(.job=="website")'
35
36# 3. Verify probe_success arrived (wait ~60s for the first run)
37# In Grafana Explore on the synthetic metrics datasource:
38# probe_success{job="website"}
39# Expect 1 from each probe in `probes:[1,5,10]`.
40#
41# Rollback: DELETE /sm/checks/<id> or set `"enabled": false`.
42```
43
44See [`references/synthetic.md`](references/synthetic.md) for all check types, PromQL queries, and alert rules.
45
46### 2. Run a k6 cloud load test
47
48```bash
49# 1. Authenticate once
50k6 cloud login --token <grafana-cloud-k6-token>
51
52# 2. Validate the script locally first (smoke run, no cloud cost)
53k6 run --vus 1 --duration 30s script.js
54
55# 3. Launch in cloud
56k6 cloud script.js
57# → URL of the run; thresholds (p95<500ms, error<1%) decide pass/fail.
58
59# 4. Verify in CI — exit code 0 = thresholds passed, 99 = threshold failed.
60echo $?
61```
62
63Full script + scenarios + CI YAML: [`references/k6-and-faro.md`](references/k6-and-faro.md).
64
65### 3. Instrument a frontend with Faro
66
67```bash
68# 1. Install
69npm install @grafana/faro-web-sdk @grafana/faro-web-tracing
70```
71
72```javascript
73// 2. initializeFaro({ url, apiKey, app, instrumentations }) — see references/k6-and-faro.md
74// 3. Push a test event so we have something to look for:
75faro.api.pushEvent('faro_smoketest', { ts: Date.now().toString() });
76```
77
78```bash
79# 4. Verify the collector accepted it (browser DevTools → Network)
80# POST to /collect should return 202. If 401 — apiKey mismatch.
81
82# 5. Verify in Grafana
83# - Frontend Observability → your app → Sessions: should show your session
84# - Explore on Loki: `{kind="event"} |= "faro_smoketest"`
85# - For traces: filter by `service.name="my-frontend"` in Tempo
86```
87
88## Troubleshooting
89
90- Synthetic check stuck at `probe_success=0` → check `probe_*_duration_seconds` for the failing stage; the probe-region label tells you which prober errored
91- k6 cloud run "ABORTED_THRESHOLD" → a threshold tripped; inspect the run page to see which one
92- Faro events not landing → check the browser network call to `/collect` returns 202; common cause is wrong `apiKey` or `url` (must match the FE Observability app)
93
94## References
95
96- For deep authoring of Synthetic Monitoring scripted (k6) and browser checks — execution model, assertions, secrets, API/Terraform payloads — see the [`synthetic-monitoring-checks`](../synthetic-monitoring-checks/SKILL.md) skill
97- [`references/synthetic.md`](references/synthetic.md) — Synthetic Monitoring essentials: check types, key PromQL metrics, alert rules
98- [`references/synthetic-monitoring.md`](references/synthetic-monitoring.md) — deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checks
99- [`references/k6-and-faro.md`](references/k6-and-faro.md) — k6 cloud script + Faro Web SDK init snippets for end-to-end testing
100- [`references/k6-cloud.md`](references/k6-cloud.md) — deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis
101
102## Resources
103
104- [Synthetic Monitoring docs](https://grafana.com/docs/grafana-cloud/testing/synthetic-monitoring/)
105- [Grafana Cloud k6 docs](https://grafana.com/docs/grafana-cloud/testing/k6/)
106- [Faro / Frontend Observability docs](https://grafana.com/docs/grafana-cloud/monitor-applications/frontend-observability/)