What can an AI agent do with Datadog?

A Datadog AI agent can list and read monitors across your account, query time-series metrics, search logs, fetch infrastructure events, browse dashboards, and mute monitors during maintenance windows. It can generate health digests, correlate alerts with deploys, and surface what's actually worth paging someone about. Write actions require your approval.

Which Datadog data can my agent access?

Your agent accesses whatever is visible to the connected Datadog API key. You can scope tasks to specific services, environments, or monitor tags in the task instructions.

Can my agent mute or modify monitors automatically?

Yes, but muting and other write actions require your approval in safe and plan permission modes. You can configure auto-approval for trusted recurring workflows like scheduled maintenance windows.

How is a Datadog AI agent different from Datadog alerts?

Datadog alerts fire when thresholds are crossed but can't reason about what they mean together. A Datadog AI agent reads across monitors, metrics, and logs to write a plain-language summary of what's degraded, why it's happening, and which issues are worth acting on first.

Developer tools

AI agent for Datadog

An AI agent that monitors your Datadog metrics, alerts, and infrastructure health.

Your AI agent for Datadog reads metrics, monitors, events, and alert history to surface infrastructure and application health. Think of it as an always-on SRE assistant: it scans dashboards, checks monitor states, and gives you a plain-language picture of what's degraded and why. Write actions always require your approval.

Datadog captures everything but tells you nothing on its own. A Datadog AI agent reads across your monitors, metrics, and logs to answer the questions your on-call engineer would otherwise have to dig up manually.

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What your AI agent can do with Datadog

Read-only actions run automatically. Write actions require your approval.

Read-only actions

list monitors

Browse all monitors and their current alert states

get monitor details

Read the full configuration and status of a specific monitor

query metrics

Fetch time-series metric data for any metric in your account

query logs

Search and retrieve log events using Datadog log queries

list events

Fetch infrastructure and application events from the event stream

get dashboards

List all dashboards and read their widget configurations

Write actions (require approval)

mute monitor

Silence a monitor for a defined time window during maintenance

Example workflows with Datadog

Real tasks you can run on a schedule or on demand.

task

Generate a daily infrastructure health digest and post it to Slack with any firing alerts

task

Monitor p99 latency and error rate after each deploy and summarize regressions

task

Detect a spike in errors across services and correlate with recent events in the stream

task

Produce a weekly on-call report: alerts fired, time to resolution, noisiest monitors

How to connect Datadog

Create a free m8tes account.

Connect Datadog

Click Connect and complete the OAuth flow or enter your API key.

Create a task

Give your AI agent a task that uses Datadog. It handles the rest.

Datadog AI agent: FAQ

Common questions about using an AI agent with Datadog.

Build an AI agent for Datadog

Connect Datadog to an autonomous AI agent that reads data, runs tasks on schedule, and delivers structured output.

AI teammates: all integrations
Build an AI agent that uses Datadog alongside your other tools.

Related integrations

Teams that use Datadog also connect these.

Sentry

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PagerDuty

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Slack

Communication

GitHub

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