What this shows

This example shows how developers convert a raw mobile bug report into a structured GitHub issue in under 30 seconds, preserving severity, tags, and summary for faster triage.

Raw feedback

User message

Hey, the app just crashed when I tapped my profile pic to change it. Happened twice today on iPhone 12 iOS 17 — lost my unsaved changes.

Triage output

Structured result

{
    "type": "bug",
    "severity": "high",
    "title": "Crash when tapping profile picture to edit",
    "summary": "App crashes when tapping the profile picture edit action on iPhone 12 running iOS 17.",
    "tags": [
        "mobile",
        "iOS",
        "crash",
        "profile",
        "ui"
    ],
    "sentiment": "frustrated",
    "confidence": 0.95
}

Resulting issue

github

Crash on profile picture tap (iOS 17, iPhone 12)

Description: User reports the app crashes when tapping the profile picture to edit it. Device: iPhone 12, iOS 17. Frequency: occurred twice today. Steps to reproduce: 1) Open app, 2) Go to profile, 3) Tap profile picture to change it. Expected: opens image picker; Actual: app crashes and unsaved changes are lost. Additional notes: user lost unsaved changes; no logs provided. Please reproduce on iPhone 12/iOS 17 and capture crash logs.

Live example

Use the API directly

Send the same raw message to TriageFast and get the structured result back through the normal ingest endpoint.

curl -X POST "https://triagefast.app/api/v1/ingest" -H "Authorization: Bearer tf_live_xxxx" -H "Content-Type: application/json" -d '{"source":"api","payload":{"message":"Hey, the app just crashed when I tapped my profile pic to change it. Happened twice today on iPhone 12 iOS 17 — lost my unsaved changes."}}'

How it works

Step 1

Send the message

POST the raw feedback to the ingest API endpoint.

Step 2

TriageFast classifies it

AI returns structured triage fields (type, severity, tags, etc.).

Step 3

Structured output appears in github

TriageFast creates a GitHub issue with title, body, labels, and priority.

Related examples

API feedback: mobile app crash -> GitHub issue