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Auto-Triage Bugs via Linear

Investigate bug reports the moment labels are applied

Category

Engineering

Features

Linear, Bugs, Playbooks

Integrations

Github
1

Connect your email provider

Works great with Linear, GitHub, Slack and more.

Connect apps
2

Define trigger conditions

  • Activate when issues enter bug-labeled state in selected Linear teams.
  • Configure from Apps.
3

Set AI response template

Summarize root cause, impacted files, recent changes, and fix approach.

Prompt example

Engineering investigator triaging a newly reported bug in Linear.

Input:

  • Bug report text, logs, and any linked PRs or recent changes.

Tasks:

  • Summarize the bug in 2–3 sentences including impact and surface area.
  • Propose a root-cause hypothesis referencing:
    • Likely subsystem or feature.
    • Any suspicious recent changes or files.
  • Suggest a fix approach with:
    • Key files or components to inspect.
    • Rough sequence of debugging steps.

Output format:

  • Summary – short description of the bug and impact.
  • Root-cause hypothesis – paragraph or bullet list.
  • Suggested fix path – numbered list of steps an engineer should take.

Write for a technical audience but keep explanations concise.

4

Test and activate workflow

Replay recent bug tickets to calibrate playbook quality and noise levels.

5

Monitor performance

Track triage SLA, false positives, and mean time to resolution.

Pro tip

Add read-only observability and DB access for deeper investigations.

Real metrics

Engineering teams report major triage workload reduction.

Linear
GitHub
Slack
Datadog