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Qalibr

SaaS

Qalibr reads bug reports in Slack threads, emails or pasted text, filters real bugs from noise, deduplicates them and routes tickets to Linear or Jira.

qalibr.io
Qalibr homepage screenshot

About Qalibr

Qalibr is a hosted bug intake tool. It reads a bug report where it happens, such as a Slack thread, a forwarded email or a pasted conversation, judges which reports merit a ticket, adds context and sends it to Linear or Jira. The people who reported the bug are kept informed in the thread.

Its judgment engine separates real bugs from noise, such as an off-topic chat message or a report describing expected behavior, and flags duplicates of existing tickets with a confidence score while merging the reporters. Enrichment extracts details like browser and operating system and suggests a priority and a team. A human-approval gate is on by default, so nothing reaches Linear or Jira until a person approves it. Fix validation by reporters from a preview link is listed as coming. The site is available in English and Portuguese.

Key features

  • Reads bug reports from Slack, email or pasted text
  • Separates real bugs from noise
  • Duplicate detection with a confidence score
  • Enriches tickets with environment and priority
  • Routes tickets to Linear or Jira
  • Human approval gate before ticket creation
  • Notifies reporters in the original thread

Good fit for

  • QA teams triaging bug reports from Slack
  • Merging duplicate reports from support and engineering
Tags
bug-tracking
triage
slack
linear
jira
qa
ai-agents

Qalibr: questions and answers

What is Qalibr used for?
Qalibr reads bug reports in Slack threads, emails or pasted text, filters real bugs from noise, deduplicates them and routes tickets to Linear or Jira. It is a good fit for QA teams triaging bug reports from Slack, and merging duplicate reports from support and engineering.
How much does Qalibr cost?
Paid plans for Qalibr start at $99 per month, and there is no free plan. A free trial is available.
Is Qalibr open source?
No. Qalibr is proprietary (closed-source) software and can't be self-hosted. In the Developer Tools category, open-source options include Munder Difflin, Mission Control and Agentation.
What are some alternatives to Qalibr?
Qalibr competes with Jam, Marker.io and Userback.

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