Integration page

Send Github Webhook feedback to Create Linear Ticket with AI triage

GitHub webhook message in, TriageFast triages it, create-linear-ticket ticket out. Forward GitHub webhooks to POST https://triagefast.app/api/v1/ingest (Auth: Bearer tf_live_xxxx).

Start free See setup flow

How it works

Step 1

Connect github-webhook

Forward GitHub webhook payloads to POST https://triagefast.app/api/v1/ingest with Authorization: Bearer tf_live_xxxx.

Step 2

AI triages every message

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

Step 3

Ticket appears in create-linear-ticket

TriageFast creates a Linear ticket in your workspace with mapped fields and priority from severity.

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":"github-webhook","payload":{"action":"opened","issue":{"title":"Crash opening settings","body":"App crashes when opening Settings on iOS 15 after update","labels":["bug","iOS"]}}}'

Structured result

What gets classified

TriageFast returns exact AI fields: type (bug/feature_request/billing/praise/question), severity (critical/high/medium/low), title, summary, tags, sentiment, confidence.

{
    "title": "Duplicate charge on Safari checkout retry",
    "destination": "create_linear_ticket",
    "triage": {
        "type": "billing",
        "severity": "critical",
        "summary": "Retrying checkout after a timeout can charge the same customer twice.",
        "tags": [
            "payments",
            "safari",
            "duplicate-charge"
        ],
        "sentiment": "urgent",
        "confidence": 0.97
    }
}

Before

Without TriageFast

  • Github Webhook feedback arrives as raw, inconsistent messages
  • Severity and ownership are handled manually
  • Create Linear Ticket receives noisy or incomplete handoffs

After

With TriageFast

  • Github Webhook feedback is classified automatically
  • Type, severity, summary, tags, sentiment, and confidence stay structured
  • Create Linear Ticket receives cleaner, more actionable output

FAQ

How do I connect Github Webhook to Create Linear Ticket 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 Github Webhook to Create Linear Ticket with TriageFast

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

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