Single requests are nice, but the real payoff is a workflow that runs on its own: probe, alert, notify, report, repeat. Your vibe-coding agent can chain those steps together — writing configs, reloading services, and testing each link — so an automation exists because you described the outcome, not because you assembled it. These ten workflows are built from real Grafana pieces: Prometheus, Loki, alert rules, contact points, annotations, and the API.

1. Stand up uptime monitoring for a public site

This is five jobs chained into one: install and configure the blackbox exporter, add a scrape job for your URL, write an alert rule that fires when probes fail, create a contact point, and route the alert to it. The agent does each step and then proves the pipeline works by forcing a check against a dead host so you see the notification arrive. Try: “Monitor https://myshop.example every 30 seconds, page me if it’s down for 2 minutes, and send a test alert so I can verify it.” You end with a green dashboard panel and a tested alert, not a config you hope works.

2. Alert on TLS certificate expiry before it happens

Expired certificates cause the most preventable outages. The agent can wire the blackbox exporter’s TLS probe to record certificate validity, then create alert rules at 30, 14, and 7 days with escalating severity labels. It finishes by adding a panel showing days-to-expiry for every monitored domain. Try: “Track TLS certificate expiry for all my domains and alert me 30, 14, and 7 days before one expires, warning first then critical.” Renewals become routine instead of emergencies.

3. Turn log noise into an error-spike alert

If Loki is collecting your app logs, a spike in errors should wake someone up. The agent writes a LogQL metric query (a rate over error lines), wraps it in an alert rule, and connects it to a Slack or email contact point. It then generates test log lines to confirm the whole chain fires. Try: “Alert me on Slack if my app logs more than 10 errors per minute for 5 minutes, and show the matching error lines in the alert message.” This catches failures that never crash anything — failed logins, rejected payments, dropped jobs.

4. Email yourself a weekly performance report

Numbers you never look at might as well not exist. The agent builds a small script that queries Prometheus for the week’s request counts, error rates, latency percentiles, and disk trends, then mails you a plain-text summary via cron every Monday morning. Try: “Every Monday at 8am, email me a weekly report with total requests, error rate, p95 latency, and disk usage for each service.” You can reply and ask the agent to add or remove metrics; it’s a living report, not a fixed template.

5. Mark deploys on every dashboard automatically

Correlating a latency jump with a deploy shouldn’t require memory. The agent creates a scoped API token, gives you a one-line curl command to add to your CI pipeline, and turns on annotations so every deploy appears as a vertical marker on your dashboards. Try: “Set up deploy annotations so my CI can post a marker to Grafana, and show deploys on the API latency dashboard.” Next incident, you’ll see the red line line up with the deploy line.

6. Track an SLO with an error-budget alert

Availability targets only bite if you measure them. The agent defines recording rules for your SLO numerator and denominator, builds a dashboard showing the 30-day burn rate, and adds an alert that fires only when the error budget burns too fast — not on every blip. Try: “Set a 99.9% availability SLO for the checkout API, show me the error budget over 30 days, and alert if we burn more than 5% of the monthly budget in a day.” This is the difference between reacting to every wobble and protecting a target.

7. Auto-restart a flaky service and verify it worked

Some services crash at 3am and only need a restart. The agent can add a Prometheus alert on the service’s up metric, a notification that triggers a small webhook script, and a restart via systemd — then confirm through Grafana that the metric recovered. Try: “If the worker service goes down, restart it automatically, then check the up metric and log whether it came back within 2 minutes.” Anything that doesn’t recover gets escalated to you with what the agent already tried.

8. Send a daily digest of the numbers that matter

A dashboard you must open gets opened less over time. The agent sets up a cron job that pulls a short list of headline metrics — requests, errors, disk headroom, certificate days — and emails them in five readable lines. Try: “Every morning at 7, email me yesterday’s request count, error rate, disk free on each server, and any alerts that fired.” You’ll spot slow drift long before an alert fires, and you can kill it anytime without touching Grafana itself.

9. Route alerts to the right people with notification policies

Alert fatigue comes from everything paging everyone. The agent reads your existing rules, groups them by label — environment, team, severity — and builds a notification policy tree with mute timings for nights and weekends, plus a schedule if you have rotation. Try: “Route staging alerts to email only, production critical alerts to SMS, and silence everything from the load-test job.” Each routing change is verified by sending a test notification through the exact path a real alert would take.

10. Verify your backups are actually happening

Backups that don’t get checked are hopes, not backups. The agent scripts a daily check that confirms fresh snapshot files exist for Prometheus, Loki, and your dashboard exports, measures their sizes, and alerts you if any are stale or suspiciously small. Try: “Check every morning that last night’s backups of Prometheus, Loki, and all dashboards exist and are non-empty, and alert me if any are missing.” It can also run a monthly restore test into a scratch directory so you know the files aren’t corrupt.

See it in action

Official walkthroughs from the Grafana team:

Worth a watch next:

• What’s New in Grafana Git Sync — Grafana Community Call — how Grafana syncs dashboards and resources from a Git repo, the provision-and-automate loop your agent can set up.
• The Grafana Mobile App: Triage Alerts with Grafana Assistant from Your Phone — the alert-triage step many of these workflows end with, demonstrated end to end.

Pick one workflow that solves a pain you already have — certificate expiry and the weekly report are quick wins. After the agent builds it, ask it to explain each config file it touched so you can maintain it yourself. Grafana on OpenSysLab