Use case page

Prevent duplicate bug reports from polluting your issue tracker

Duplicate reports waste engineering time and hide real priorities. TriageFast detects duplicates during triage and routes or files a single canonical issue.

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The problem

The problem

Incoming bug reports arrive from email, support tools, and manual API calls, often repeating the same issue.

Engineers spend time merging, closing, and chasing duplicates instead of fixing root causes.

The solution

How TriageFast solves it

TriageFast compares each incoming report to recent issues, tags duplicates, and returns structured triage results in under 30 seconds.

curl -s -X POST https://api.triagefast.com/triage -H "Authorization: Bearer $TRIAGEFAST_KEY" -H "Content-Type: application/json" -d '{"input_type":"email","content":"App crashes on launch on iOS 16"}'

Before

  • Multiple identical bug reports creating noise in the tracker
  • Engineers manually searching for prior reports before filing
  • Slack/Discord channels flooded with repeated notifications

After

  • Duplicates flagged and grouped so only one canonical issue is tracked
  • Faster triage because duplicates are auto-identified
  • Clean, routed notifications to GitHub, Linear, Notion, or webhooks

Result

What developers get back

The API returns a JSON triage with fields type, severity, title, summary, tags, sentiment, and confidence so you can identify duplicates (via tags) and route to GitHub Issues, Linear, Notion, or a webhook.

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FAQ

How does TriageFast indicate a duplicate?

Duplicates are indicated via tags in the returned JSON (tags) and a confidence score.

How long does duplicate detection take?

TriageFast processes feedback and returns results in under 30 seconds.

Can duplicates be routed to existing workflows?

Yes — results can create or update GitHub Issues, Linear, Notion, or send a webhook.

Start detecting duplicate bug reports — free 100 triages/month

Get an API key, choose an input channel, choose an output channel, and run one test message.

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