Integration page

Send Webhook feedback to GitHub with AI triage

Send a webhook payload via API/webhook forwarding to TriageFast. TriageFast triages it and creates a GitHub Issues ticket.

Start free See setup flow

How it works

Step 1

Connect webhook

Forward your webhook payloads to the TriageFast ingest endpoint (API/webhook forwarding).

Step 2

AI triages every message

TriageFast extracts type, severity, title, summary, tags, sentiment and confidence in under 30 seconds.

Step 3

Ticket appears in github-issues

TriageFast creates a GitHub Issue with the triaged title, body, and labels so it fits your workflow.

Live example

Use the API directly

TriageFast accepts raw feedback over a single POST endpoint, classifies it in under 30 seconds, then routes the structured result to the output channel you chose.

curl -X POST https://triagefast.app/api/v1/ingest -H "Authorization: Bearer tf_live_xxxx" -H "Content-Type: application/json" -d '{"source":"webhook","feedback":"App crashes when saving draft after uploading a 12MB image; error 500; steps: open editor, upload image, click save"}'

Structured result

What gets classified

Each webhook payload is classified into AI fields: type, severity, title, summary, tags, sentiment, confidence.

{
    "title": "Crash saving draft when uploading 12MB image",
    "body": "App returns 500 when saving draft after uploading a large image. Steps: open editor, upload 12MB image, click save.",
    "labels": [
        "bug",
        "severity:high",
        "upload",
        "editor"
    ],
    "assignees": [
        "backend-team"
    ],
    "triage": {
        "type": "bug",
        "severity": "high",
        "title": "Crash saving draft when uploading 12MB image",
        "summary": "500 error saving draft after large image upload",
        "tags": [
            "upload",
            "editor"
        ],
        "sentiment": "negative",
        "confidence": 0.92
    }
}

Before

Without TriageFast

  • Missed critical bugs because feedback sat in a webhook inbox
  • Manual triage creating noisy or inconsistent GitHub issues
  • Slow routing from feedback to engineering with no labels

After

With TriageFast

  • Automated AI triage from webhook forwarding into actionable issues
  • Consistent titles, summaries, labels and severity on GitHub Issues
  • Faster routing into engineering workflows with confidence scores

FAQ

How do I connect webhook to TriageFast?

Forward your webhook payloads to POST https://triagefast.app/api/v1/ingest with a Bearer token.

How long does triage take?

TriageFast processes messages in under 30 seconds.

Is there a free plan?

100 triages/month, no card.

What does a github-issues ticket look like?

A GitHub Issue with the AI title, body summary, labels and a triage block including confidence.

Start forwarding webhooks to GitHub Issues with TriageFast

Free plan includes 100 triages per month. No credit card required.

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