Developer Tools

Grafana, worked by an AI employee

Not another app for your team to learn, and not a set of rules for you to build. You hire an AI employee, you give it access to your Grafana account, and you ask it for things in Slack or Teams the way you would ask anyone else on the team. There is nothing to map and nothing to maintain.

  • Developer Tools
  • Connects with a key
  • 11 ready-made tools
  • Asked in Slack or Teams
At work

An illustration of how the conversation reads, not a transcript from a client account.

What Grafana is

Open and composable observability platform for metrics, logs, and traces

You paste in a key from your own Grafana account. It is kept encrypted, and you can withdraw it from inside Grafana whenever you like.

How a run works

One message in, the work done in Grafana.

  1. 01

    You ask

    You message your AI employee in the chat your team already has open, in one sentence, in your own words.

  2. 02

    It works out the step

    It decides what the job needs in Grafana. You do not pick anything from a menu or wire anything together.

  3. 03

    It does the work

    Signed in to your own Grafana account, inside the access you granted it, doing the thing you asked for.

  4. 04

    It reports back

    It tells you what it did, in the same thread. If it could not do something, it says so rather than guessing.

11 tools it already has

What it can do in Grafana

These are the ready-made tools your AI employee already has in Grafana. It is not limited to them, but it never has to be taught these.

  • Create OTLP v1 LogsTool to create OTLP v1 logs in Grafana Loki. Use when you need to send OpenTelemetry Protocol logs to Grafana for ingestion and storage.
  • Get Distributor HA TrackerTool to retrieve distributor HA tracker status. Use when you need to check which replica has been elected as leader for each Prometheus HA cluster.
  • Get Grafana Health StatusCheck Grafana server health and database connectivity. Returns 'ok' if Grafana's web server is running and can access the database. Use when you need to verify Grafana instance ava
  • Get Index Gateway Ring StatusTool to retrieve the index gateway hash ring status from Grafana Loki. Returns information about the state, health, and last heartbeat time of each index gateway in the ring.
  • Get License StatusTool to check if a valid Grafana Enterprise license is available. Use when you need to verify license status or availability.
  • Get overrides exporter ringTool to retrieve the overrides-exporter hash ring status as an HTML page. Use when you need to check the state, health, and heartbeat information of overrides-exporter instances. O
  • Get Ruler Ring StatusTool to retrieve the ruler ring status from Grafana Mimir. Use when you need to check the distributed hash ring topology and operational status of ruler instances.
  • Get Store Gateway TenantsRetrieves store gateway tenants. Returns a list of tenants that have blocks stored in the store-gateway's configured storage. Use when you need to view which tenants have data stor
  • Post ACSTool to perform SAML Assertion Consumer Service (ACS) operation. Use when processing SAML authentication responses from an identity provider. This endpoint typically handles the SA
  • Query Public Dashboard PanelQuery a panel on a public Grafana dashboard to retrieve time-series data and metrics. Use when you need to fetch visualization data from a publicly shared dashboard without authent
  • Retrieve JWKSTool to retrieve JSON Web Key Set (JWKS) with all public keys for token verification. Use when you need to get the keys that can verify JWT tokens.
Access, and who is in charge of it

You stay the boss of your Grafana account.

Nothing connects until you approve it. You grant access one app at a time, you can take it back the same way, and everything your AI employee does in there is written down where you can see it.

How we handle your data
  • It signs in to your own Grafana account. You are not moving anything into ours.
  • You grant access one app at a time, and you can take it back the same way.
  • Everything it does in Grafana is written down, with what it did and when.
  • Anything you tell it to check with you first, it checks with you first.
Other apps in the same corner of the business

It works in Grafana and the rest of your software in the same job

A real job rarely stays in one place. Reading a message in one app, checking a record in another and writing the result in a third is one request to your AI employee, not three.

Questions people ask about Grafana

Can an AI employee really work inside Grafana?
Yes. It signs in to your own Grafana account and works in it the way a new hire would, from the chat your team already has open. Nobody installs anything, and nobody learns a new screen.
Do I have to move anything out of Grafana?
No. Nothing moves and nothing is replaced. Your records stay in Grafana, your team carries on in the same screens they used yesterday, and your AI employee works alongside them in there.
How does it get into my Grafana account?
You paste in a key from your own Grafana account. It is kept encrypted, and you can withdraw it from inside Grafana whenever you like. You approve it before anything connects, and you can take the access back the same way you gave it.
What can it actually do in Grafana?
It has 11 ready-made tools in Grafana today, among them Create OTLP v1 Logs, Get Distributor HA Tracker and Get Grafana Health Status. The full list is on this page. It is not limited to those, but it never has to be taught them.
Can it use Grafana and the rest of my software in the same job?
Yes, and that is usually the point. Reading a message in one app, checking a record in Grafana and writing the result somewhere else is one request to your AI employee, not three separate ones you stitch together.
Who decides what it is allowed to do in Grafana?
You do. You grant access one app at a time and can withdraw it at any time, anything you ask it to check with you first it checks with you first, and everything it does in Grafana is written down with what it did and when.