mazdek
Developer Tools • SaaS & Software

Bug Triage Automator

Automatic classification, prioritization, and assignment of bug reports. The agent analyzes logs, stacktraces, and user feedback for faster bug resolution.

67% faster bug resolution
Jira GitHub Issues Linear Sentry DevOps

67%

Faster bug resolution

89%

Correct prioritization

4h

Avg. time saved/day

95%

Duplicate detection rate

About This Solution

How Does the Bug Triage Automator Work?

The Bug Triage Automator transforms your bug management process from reactive to proactive. Instead of developers spending hours reading bug reports and manually categorizing them, the agent handles this work automatically.

It analyzes the bug report, extracts relevant information from stacktraces and logs, identifies affected system components, and estimates impact based on historical data. It then prioritizes the bug and assigns it to the appropriate team member.

The agent continuously learns from your decisions and becomes increasingly precise in classification and assignment over time.

Features

What This Agent Can Do

Stacktrace Analysis

Intelligent analysis of stacktraces to identify root cause and affected code areas.

Automatic Prioritization

ML-based prioritization by severity, user impact, and business criticality.

Smart Assignment

Assignment to the right team member based on expertise, availability, and code ownership.

Duplicate Detection

Automatic identification of duplicates and similar bugs for more efficient handling.

Examples

How It Works in Practice

1

Critical Production Bug

"A Sentry alert shows a NullPointerException in the payment module with 500+ affected users."

Agent classifies as P0, notifies on-call engineer, creates Jira ticket with all relevant logs, and assigns it to the payment team.

2

User-Reported Bug

"Support ticket: "The app crashes when I click on Settings" — no technical details."

Agent correlates with crash reports, identifies iOS 17.2-specific issue, adds technical details, and prioritizes by user impact.

3

Duplicate Management

"Three different users report the same problem with different descriptions."

Agent recognizes the duplicates, merges them into a master bug, and informs all reporters about the status.

FAQ

Frequently Asked Questions

Which issue trackers does the agent integrate with?
We support Jira, GitHub Issues, GitLab Issues, Linear, Asana, ClickUp, and Azure DevOps. Additional integrations can be developed on request.
How does the agent learn our prioritization rules?
The agent analyzes your historical triage decisions and learns from them. Additionally, you can define explicit rules, e.g., "Bugs in the payment module are always at least P1".
Can the agent also auto-close bugs?
Yes, for recognized duplicates the agent can automatically close and link. For other cases, auto-close after inactivity can be configured, with prior notification.
How are security-related bugs handled?
The agent recognizes potential security issues based on patterns and keywords. These are automatically marked as confidential, assigned only to the security team, and not posted in public channels.

Interested in This Solution?

Let's discuss how the Bug Triage Automator can revolutionize your bug management.

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