Loop

Error Tracking & Bug Reporting

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Loop is an open-source platform designed to automate the process of managing and resolving issues generated from errors, metrics, and user feedback by integrating signals from various development tools, organizing them into prioritized issues, and employing AI agents to generate and dispatch precise prompts for issue resolution. Its main features include seamless signal ingestion from sources like error tracking and analytics tools, structured issue organization with contextual details, a prompt engine that creates targeted instructions for AI assistants, and automated issue dispatching and closing, all supported by real-time dashboards and command-line interfaces, making it ideal for development teams aiming to improve bug triage, reduce manual effort, and accelerate problem resolution workflows.

Loop can be found in Error Tracking & Bug Reporting categories.

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Loop Main Features

• Data layer
  Loop uses a PostgreSQL database to store all signals and issues with detailed information.
• Dispatching
  The system sends prompts to your AI tools and reviews the results automatically.
• Open source
  Loop is open source and you can view it on GitHub.
• Integrations
  Loop works with tools like PostHog, GitHub, Sentry, and others to gather signals.
• Prompt engine
  It matches templates and adds full system details into prompts for better AI understanding.
• Automated triage
  Loop automatically sorts and prioritizes issues without manual work.
• Prompt generation
  It creates specific prompts for AI agents with the right context to fix issues.
• Signal collection
  Loop collects errors, metrics, and user feedback from your tools automatically.
• Issue organization
  It organizes signals into clear issues with details like severity and steps to reproduce.
• Real-time dashboard
  A React dashboard shows live updates on issues, activity, goals, and prompt status.
• Feedback loop closure
  It helps close the feedback loop on AI development by fixing issues automatically.
• Command-line interface
  It offers 13 CLI commands to manage issues, signals, templates, and system status.

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