AI agents for Sentry
Errors that deserve summaries, not just alerts. AGNT connects to Sentry so agents can read what happens there, reason about it, and act — with a receipt for every run.
First-Pass Reviewer is a ready-made agent that works in Sentry — free, and it runs on your machine.
Sentry and AGNT, in brief
| What it does | Lets an AGNT agent read from and act in Sentry. |
|---|---|
| Connects with | Bearer — held in the local vault |
| AGNT node | custom-api, or the zapier-action bridge |
| Runs when | A new issue appears |
| Typical build time | Ten minutes |
| Where data goes | Nowhere by default — AGNT runs on your machine and credentials never leave it. |
What you can automate
Reacts when…
- a new issue appears
- an error spikes
Agents can…
- read and group issues
- summarise error trends
- file tickets
Teams use it for
- error spikes briefed with likely cause
- new issues become tracked tickets
- weekly stability reports written
Build it: the Sentry workflow
Design goal for Sentry: error spikes briefed with likely cause; new issues become tracked tickets; weekly stability reports written. The template below supplies configurable nodes, not the complete logic for those goals.
Use this Sentry setup template to arrange the schedule, input review and API operation. Configure the account-specific fields and add your own decision and approval controls before activation.
This is a schema-checked starting point, not an end-to-end tested automation. Replace every CONFIGURE_ value, choose the operations you intend, connect credentials and map source outputs into later inputs. An edge orders steps; it does not supply a condition, an approval gate or a field mapping. Add and test those controls explicitly before any write. Cloud APIs and model providers may receive data. Keep the workflow inactive until tested with fixtures.
{
"id": "56c5ffff-e97a-48b1-a770-c62efcc70dca",
"name": "Sentry — read, decide, act",
"nodes": [
{
"id": "bfe06a57-9782-4204-af10-1a27add87cb4",
"text": "Run on a schedule",
"x": 512,
"y": 144,
"isEditing": false,
"type": "trigger-timer",
"icon": "clock",
"category": "trigger",
"isSelected": false,
"parameters": {
"fireOnStart": "No",
"scheduleType": "Interval",
"schedule": "Every 15 Minutes"
},
"description": "Setup template for Timer Trigger. This trigger node fires the workflow at specified intervals or at a specific time. Configure credentials, inputs and output mapping before use.",
"error": null,
"isActive": false,
"output": null,
"outputs": {}
},
{
"id": "2050ae2b-c0ea-40f6-ae48-5ab716d234cc",
"text": "Review source and draft",
"x": 512,
"y": 336,
"isEditing": false,
"type": "agnt-agent",
"icon": "agnt",
"category": "action",
"isSelected": false,
"parameters": {
"agentId": "CONFIGURE_AGENTID",
"message": "Decide what needs to happen in Sentry. Explain your reasoning.\nSource input: CONFIGURE_SOURCE_INPUT. Produce a reviewable draft only; do not take external actions."
},
"description": "Setup template for Agent Chat. Chat with an AI agent from your agent library. Select an agent and send messages to interact with it within your workflow. Configure credentials, inputs and output mapping before use.",
"error": null,
"isActive": false,
"output": null,
"outputs": {}
},
{
"id": "df395dc1-a076-48ea-a7e1-e9fdbe2c8ed4",
"text": "Call the Sentry API",
"x": 512,
"y": 528,
"isEditing": false,
"type": "custom-api",
"icon": "connect",
"category": "action",
"isSelected": false,
"parameters": {
"url": "https://sentry.io/api/0/projects/{organization}/{project}/issues/",
"method": "GET",
"authType": "None",
"headers": "{}",
"query": ""
},
"description": "Setup template for Custom API Request. This action node makes a custom API request to any endpoint with configurable method, headers, and authentication. Configure credentials, inputs and output mapping before use.",
"error": null,
"isActive": false,
"output": null,
"outputs": {}
}
],
"edges": [
{
"id": "9ed63b06-db12-4b1f-a991-bc2f76b9069e",
"start": {
"id": "bfe06a57-9782-4204-af10-1a27add87cb4",
"type": "output"
},
"end": {
"id": "2050ae2b-c0ea-40f6-ae48-5ab716d234cc",
"type": "input"
},
"startX": 800,
"startY": 168,
"endX": 512,
"endY": 360
},
{
"id": "24645d98-e49b-4700-ae9a-8fa274cde398",
"start": {
"id": "2050ae2b-c0ea-40f6-ae48-5ab716d234cc",
"type": "output"
},
"end": {
"id": "df395dc1-a076-48ea-a7e1-e9fdbe2c8ed4",
"type": "input"
},
"startX": 800,
"startY": 360,
"endX": 512,
"endY": 552
}
],
"zoomLevel": 1,
"canvasOffsetX": 0,
"canvasOffsetY": 0,
"isTinyNodeMode": false
}Configure Custom API Request
This action node makes a custom API request to any endpoint with configurable method, headers, and authentication.
- url — The URL of the API endpoint Current example:
https://sentry.io/api/0/projects/{organization}/{project}/issues/. - method — The HTTP method for the request Current example:
GET. - authType — The type of authentication Current example:
None. - query — Query parameters for the request (e.g., 'key1=value1&key2=value2') Current example:
. - headers — Optional headers for the request. e.g., {"Content-Type": "application/json"} Current example:
{}.
Install First-Pass Reviewer — it runs on Sentry
First-Pass Reviewer is a working agent that uses Sentry. Installing it drops the whole workflow onto your canvas — connected, editable, and yours to change.
Runs on your own machine · See what it does
Alerts are not analysis
Error monitoring produces volume, and volume produces alert fatigue. The useful layer above it groups related issues, notices what is genuinely new versus merely noisy, and reports the handful that warrant attention this morning.
From error to tracked work
A new issue that matters should become a ticket with context attached — the stack trace, the frequency, the release it appeared in — rather than a message somebody promises to look at later.
How to reach Sentry from a workflow
Reaching Sentry means one custom-api node rather than a purpose-built one. The endpoint and its bearer credentials are all it needs, and the zapier-action bridge covers it too if you would rather not hand-roll the request.
| What you need | Value |
|---|---|
| Endpoint | https://sentry.io/api/0/projects/{organization}/{project}/issues/ |
| Method | GET |
| Authentication | Bearer |
| Header | Authorization: Bearer {authToken} |
| Reference | Sentry API documentation |
Worth knowing: Pagination is in the Link header rather than the body, so a workflow that ignores headers silently reads only the first page.
Where Sentry integrations usually go wrong
Pagination is in the Link header rather than the body, so a workflow that ignores headers silently reads only the first page.
It is worth getting right first, because the failure is quiet rather than loud — you get a response, it just is not the one you wanted. Once past it, Sentry is a straightforward API to automate against.
Connect Sentry in two minutes
- Download AGNT Community Core — free, local-first, no account needed to run.
- Connect by pasting an API key into AGNT’s vault — stored encrypted on your machine, never uploaded.
- Drop the Sentry node into a workflow or hand it to an agent — the first run produces a receipt you can read line by line.
Sentry + AGNT — common questions
Can it tell a new issue from a recurring one?
Yes, and that distinction is most of the value in reducing alert noise.
Can errors become tickets?
Yes — filed into Jira or Linear with the diagnostic context attached.
Can it produce stability reports?
Yes, summarising error trends on a schedule.
