What can an AI agent do with Sentry?

A Sentry AI agent can list and read issues across projects, fetch event details and stack traces, pull project error stats, update issue status, assign issues to agents, and add comments. Write actions require your approval.

Which Sentry projects can my agent access?

Your agent accesses whichever projects are visible to the connected Sentry account. You can scope tasks to specific projects by naming them in the task instructions.

Can my agent automatically assign or close issues?

Yes, but updating issues is a write action that requires your approval in safe and plan permission modes. You can configure auto-approval for trusted recurring workflows.

How is a Sentry AI agent different from Sentry alerts?

Sentry alerts fire on thresholds but can't reason about what they mean. A Sentry AI agent reads across issues, compares error rates, groups related failures, and writes a plain-language summary of what's actually happening and what to do next.

Developer tools

Sentry, run by an agent.

An AI agent that monitors, triages, and summarizes your Sentry error activity.

Connect Sentry Book a demo

What needs your approval

Sentry never changes anything without you.

Some read-only Sentry operations run on their own so your agent can gather what it needs. Anything that creates, edits or deletes waits for your approval.

A real run

An example of how a run works, including the approval step. Not a Sentry run.

Google Ads

Paid search

Working

review last week's google ads and cut wasted spend.

Queried Google Ads · last 7 days · 4 campaigns

Analyzed search terms · 312 terms · 18 with zero conversions

Drafted changes · 12 negative keywords · 2 budget shifts

Found $1,840/mo going to search terms that never convert. I'd add 12 negatives and move that budget to your two best campaigns. This changes the account, so it's your call before I touch anything.

Plan approval

Add 12 negative keywords stops $1,840/mo on terms with 0 conversions · reversible
Shift budget move the freed spend to your 2 best campaigns · roas 4.2×

Waiting for your approval. Nothing runs until a human decides.

example

Connecting Sentry

About 5 minutes

Auth: API key
Setup: About 5 minutes

Where to get access

Create a Sentry Auth Token at Settings > Auth Tokens with scopes: org:read, project:read, project:write, team:read, team:write, event:write.

docs.sentry.io

What it runs on its own schedule

review new issues0 * * * *
daily error digest0 9 * * *

Example tasks

Real work people hand to an agent that uses Sentry.

Generate a daily error digest and post it to Slack with the top 5 issues by frequency
Monitor for new high-severity issues and create a Linear ticket automatically
Summarize error trends for a release and surface regressions introduced by recent deploys
Triage a spike in errors by grouping related issues and identifying the common root cause