Integration page

Send Bug Report feedback to Github Issue Automatically with AI triage

Send a bug-report message to TriageFast and it triages the input. A github-issue-automatically ticket (GitHub Issue) is created or routed via webhook.

Start free See setup flow

How it works

Step 1

Connect bug-report

Forward bug-report payloads to TriageFast via API/webhook forwarding since bug-report is not a native input.

Step 2

AI triages every message

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

Step 3

Ticket appears in github-issue-automatically

TriageFast creates a GitHub Issue automatically (native GitHub Issues output) or posts a webhook for further automation.

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":"bug-report","message":"When I click Save the app crashes with 500 and my draft is lost","user":"[email protected]"}'

Structured result

What gets classified

Every bug-report is classified into type (bug/feature_request/billing/praise/question), severity (critical/high/medium/low), plus title, summary, tags, sentiment, and confidence.

{
    "title": "Save crash: 500 on draft save",
    "body": "User reports app crashes with HTTP 500 when saving a draft; steps: open editor, paste image, click Save. Error 500; draft lost. User: [email protected]",
    "labels": [
        "bug",
        "critical"
    ],
    "assignees": [],
    "type": "bug",
    "severity": "critical",
    "tags": [
        "save",
        "crash",
        "500"
    ],
    "sentiment": "negative",
    "confidence": 0.97
}

Before

Without TriageFast

  • Bug Report feedback arrives as raw, inconsistent messages
  • Severity and ownership are handled manually
  • Github Issue Automatically receives noisy or incomplete handoffs

After

With TriageFast

  • Bug Report feedback is classified automatically
  • Type, severity, summary, tags, sentiment, and confidence stay structured
  • Github Issue Automatically receives cleaner, more actionable output

FAQ

How do I connect Bug Report to Github Issue Automatically with TriageFast?

Route the source into TriageFast, let the triage layer classify each message, then send the structured result into the destination tool.

How long does triage take?

Most feedback is classified in under 30 seconds.

Is there a free plan?

Yes. TriageFast includes 100 free triages per month with no card required.

Start routing Bug Report to Github Issue Automatically with TriageFast

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

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