Integration page

Send Telegram feedback to Linear with AI triage

Forward Telegram messages to TriageFast via a bot or webhook (Telegram is not a native input). TriageFast triages each message and creates a Linear ticket in under 30 seconds.

Start free See setup flow

How it works

Step 1

Connect telegram

Forward Telegram messages to your TriageFast ingest endpoint via bot/webhook forwarding (no native Telegram integration).

Step 2

AI triages every message

TriageFast classifies each message into type, severity, title, summary, tags, sentiment, and confidence in under 30s.

Step 3

Ticket appears in linear

TriageFast creates a Linear issue with the mapped title, description, tags, and severity automatically.

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":"telegram","text":"App crashes when uploading photos on iOS 16 when I tap send.","user":"@alice"}'

Structured result

What gets classified

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

{
    "title": "App crashes on iOS 16 when uploading photos",
    "description": "User @alice via Telegram: App crashes when uploading photos on iOS 16 when tapping send.",
    "labels": [
        "bug",
        "iOS",
        "upload"
    ],
    "type": "bug",
    "severity": "high",
    "sentiment": "negative",
    "confidence": 0.92
}

Before

Without TriageFast

  • Telegram feedback scattered in chats with no issue creation
  • Manual triage delays and inconsistent severity labeling
  • Missed trends because messages aren't centralized in Linear

After

With TriageFast

  • Telegram messages forwarded to TriageFast produce consistent Linear issues
  • Automated severity and type tagging speeds prioritization
  • Centralized Linear issues

FAQ

How do I connect Telegram to Linear 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 Telegram to Linear with TriageFast

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

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