Hyperdrive
Website unreachable since Oct 22, 2026
WorkBack is a developer tool that automatically identifies root causes of software bugs by analyzing logs and GitHub issues with Claude AI. It runs as a command-line tool that generates local analysis reports, requiring only a Claude API key and working entirely on the developer's machine.
- Developer Tools
- Artificial Intelligence
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Developers spend significant time manually tracing through logs, code, and issue trackers to identify the root cause of bugs. This process is tedious, error-prone, and often requires expertise across multiple systems, slowing down debugging and delaying fixes.
Solution
WorkBack provides a command-line tool that automatically analyzes logs and GitHub issues to pinpoint the root cause of software bugs. Using Claude for analysis and GitHub for issue fetching, WorkBack processes input like system logs or GitHub issue URLs and generates detailed root cause reports. All analysis runs locally between the user and their private Claude API key, with reports and API keys stored on the user's machine. The tool supports interactive commands like /analyze and /github, and allows users to resume analysis with specific files or answer clarifying questions during the process.
Target Audience
Primary users are software developers and engineers who need to debug issues quickly, particularly those working on open source projects or in environments where logs and GitHub issues are the main debugging sources.
Features
- /analyze command that accepts log file paths or raw log input for automated root cause analysis
- /github command that fetches and analyzes GitHub issues directly from URLs
- Interactive /resume and /answer commands for providing additional context or files mid-analysis
- Local storage of all reports in ~/.workback/reports with API keys kept in ~/.workback/
- Uses Claude API for analysis and GitHub API for issue retrieval, with no third-party servers involved
- Reports saved automatically for later reference and review