AI agents for Sentry
A Monmo agent works in Sentry the way an engineer on triage duty would. Each morning it ranks new issues by users affected, traces an error from the stack trace to the commit behind it, checks the health of each release and turns real problems into tickets. It also prepares the fix on its own computer. Assigning, resolving, archiving and changing alert rules wait for your approval.
Updated 2026-11-13 · Free to start. Paid plans from $15 a month.
What agents do in Sentry
Triage new issues each morning
Every weekday at 9 it reads issues first seen since yesterday, ranks them by users affected and events, notes the suspect commit and suggests an owner. Assigning anyone asks first.
AskEvery weekday at 9, rank yesterday's new Sentry issues by users affected and suggest who should own each.
Trace an error to the line
It reads the stack trace, breadcrumbs, tags and release, opens the code in GitHub, reproduces the error on its own computer where it can and explains the cause in a few sentences.
AskExplain the TypeError in checkout that started this morning. What triggers it, and where in our code?
Check a release's health
An hour after a deploy it compares error rates and new issues in the new release with the one before, and posts a plain verdict for Slack, once you allow it, on whether things got worse.
AskAfter each production release, compare it with the previous one and tell me if anything got worse.
Turn issues into tickets
For an issue worth fixing it drafts a Jira or Linear ticket with the summary, how many users it hits, steps to reproduce and a link back to Sentry. Creating the ticket asks first.
AskCreate Linear tickets for the five Sentry issues hitting the most users this week. Show me the drafts first.
Tune noisy alerts
It reviews which alert rules fired most in the last 30 days, including ones that page through PagerDuty, and which nobody acted on, then drafts new thresholds or filters. Editing an alert rule asks first.
AskWhich Sentry alerts fired more than 20 times last month without anyone acting? Suggest better thresholds.
Close what is really fixed
It lists unresolved issues whose fix has shipped and that have not recurred since, with the release that fixed them, and proposes resolving them in one batch for you to approve.
AskList unresolved issues that have not happened since release 5.3 and propose which to resolve.
Explain a customer's error to support
When a customer reports a problem, it finds that user's recent events if your events carry a user ID, explains what went wrong in plain words and drafts the reply for your support team.
AskA customer with user ID 88412 says uploads fail. Find their errors this week and draft a reply for support.
How it connects
- 1You connect your own Sentry account once. The agent sees the organisations and projects that account can see, and your organisation role for it sets what it could change.
- 2You choose which agents may use Sentry. An engineering agent needs it; a support agent may read issues to answer customers, and nobody else needs to see stack traces.
- 3Reading issues, events, releases and alerts happens without asking. Assigning, resolving, archiving, commenting, creating linked tickets or editing alert rules asks first, and one card can cover a batch.
More in Developer and IT
Other apps of this kind that agents work in, each with its own page.
Questions people ask
Can an AI agent triage Sentry issues?
Yes. A Monmo AI agent reads new and regressed issues on a schedule you agree, ranks them by users affected, reads the stack trace and suspect commit, and tells you which few matter today. Assigning an owner or archiving noise asks first, through the Sentry connection, or in its own browser when the connection does not cover something.
Can it fix the bug behind a Sentry error?
Yes, up to the pull request. The agent opens the code, reproduces the error on its own computer where it can, writes the change with a test and prepares a pull request in GitHub. Pushing the branch and opening the pull request ask first, and merging stays your decision.
Will it resolve or archive Sentry issues on its own?
No. Resolving, archiving and assigning change what your team sees, so each one, or a batch of them, shows you a card first. The card lists every issue with its last-seen date and the reason the agent believes it is fixed or safe to ignore.
Can support staff use it to look up a customer's errors?
Yes, if your Sentry events carry a user ID or similar tag. A support agent with read access finds that user's events, explains what failed without technical jargon and drafts a reply. It never sends the reply to the customer without approval.