Startup Sonar
SaaS
⭐ Viability: 6/10
developer-tools automation bug-tracking

Automated bug capture and GitHub issue creation tool for Next.js apps

Published Mar 23, 2026

🔴 Problem Identified

Developers waste significant time on the bug reporting workflow: manually creating GitHub issues, hunting for context like stack traces and user actions, and copy-pasting technical details. This delays actual bug fixing and creates friction between bug discovery and resolution.

💡 Proposed Solution

Glitchgrab automatically captures production errors with full context (stack traces, screenshots, user actions) and uses AI to generate complete GitHub issues with proper titles, descriptions, and labels. It includes smart deduplication to prevent spam and allows end-users to report bugs with automatic technical context capture.

📊

Market Size

Medium

⚙️

Difficulty

High

⏱️

Time to MVP

3-6 months

💰

Investment

Medium

🔒

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Quick Overview

Target Audience

Next.js developers and development teams who actively use GitHub for issue tracking and want to streamline their bug reporting workflow

Revenue Potential

$100K-$500K

Competition

High

Key Advantage

Focuses specifically on automated GitHub issue creation rather than just error monitoring, with AI-generated issue conte...

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