CrewAIBeginnerā± ~15 minutes

Bug Triage Agent

Triage every bug report in seconds with consistent prioritization and routing

ā˜… 4.5(28 reviews)•Developer Tools
Preview Code ↓
$79$158
  • āœ“ Full source code & documentation
  • āœ“ Commercial license included
  • āœ“ 30-day email support
  • āœ“ Free updates for 1 year

What You Get

Everything included in this template package

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Working Agent Code

3 CrewAI agents for analysis, dedup, and routing

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Configuration File

Severity rules, component mapping, and team assignments

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Prompt Templates

8 prompts for bug analysis and categorization

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Setup Guide

Issue tracker integration walkthrough

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Example I/O

Sample bug reports with triage outputs

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Architecture Diagram

Bug triage pipeline diagram

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The Problem

Bug reports pile up faster than your team can triage them. Half are duplicates, severity is inconsistent, and critical bugs get buried under noise. Engineers waste 30 minutes per day just sorting through the queue.

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The Solution

This agent crew reads every bug report, determines severity based on impact and frequency, checks for duplicates against existing issues, identifies the affected component, and routes it to the right team — consistently, every time, in seconds.

How It Works

Your AI crew handles the entire workflow

Input

Your task description, data, or trigger event

↓
AI Agents
Bug AnalyzerReads bug reports and extracts symptoms, steps to reproduce, and impact
Duplicate DetectorChecks against existing issues to find and link duplicates
Priority RouterAssigns severity, component label, and routes to the appropriate team
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Output

Structured results, reports, and actionable insights

Code Preview

Sample of the CrewAI agent setup

Preview only
crew.py
from crewai import Agent, Task, Crew
from tools import GitHubIssueTool, LinearTool

analyzer = Agent(
    role="Bug Analyzer",
    goal="Extract key details from bug reports",
    backstory="You are a QA expert who can identify"
              " root causes from vague bug reports.",
    verbose=True
)

dedup = Agent(
    role="Duplicate Detector",
    goal="Find existing issues that match this bug",
    backstory="You have encyclopedic knowledge of"
              " the project's issue history.",
    tools=[GitHubIssueTool()],
    verbose=True
)

router = Agent(
    role="Priority Router",
    goal="Assign severity and route to right team",
    backstory="You prioritize bugs by user impact,"
              " frequency, and business criticality.",
    verbose=True
)

Example Input & Output

See what goes in and what comes out

Input
Bug report: "App crashes when I try to export a PDF with more than 50 pages. Started happening after the last update. Chrome 120 on Mac. Happens every time."
Output
šŸ”“ Severity: High (P1)
šŸ“¦ Component: Export Module
šŸ”„ Duplicate Check: No matches found
šŸ‘„ Routed to: Backend Team (@export-squad)

šŸ“‹ Structured Report:
• Issue: PDF export crashes for documents >50 pages
• Reproducibility: 100% (deterministic)
• Regression: Yes — introduced in latest release
• Browser: Chrome 120 / macOS
• Impact: Blocks users from exporting large documents
• Suggested investigation: Check memory allocation in PDF renderer for large page counts

šŸ·ļø Labels added: bug, P1, export, regression

Key Features

Built for production use

✦Automated severity classification
✦Duplicate bug detection
✦Root cause hypothesis generation
✦Team assignment recommendations
✦Reproduction step extraction
✦Priority queue management

Requirements

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Python
3.9+
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Framework
CrewAI 0.28+
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API Keys
OpenAI API key, GitHub API token or Linear API key
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Monthly Cost
$15-30/mo for typical usage

Frequently Asked Questions

Is this template fully customizable?+

Yes. Severity rules, component mappings, team routing, and duplicate detection thresholds are all adjustable.

What if I need help setting it up?+

30 days of email support. We'll help you connect your issue tracker and configure triage rules.

What framework does this use?+

CrewAI — a Python framework for multi-agent systems. Easy to set up, no ML expertise needed.

Can I use this commercially?+

Yes. Full commercial license for your development team.

What's the refund policy?+

14-day money-back guarantee, no questions asked.

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