Show HN: Wispbit – Keep codebase standards alive
9 hours ago
- #AI
- #Automation
- #Code Quality
- Rules combine determinism with LLMs for high accuracy (>80% resolution rate).
- Rules are automatically updated based on feedback and code changes.
- Rules can be created or edited using a builder tool.
- The system learns from codebase activity to capture patterns and standards.
- Rules run in multiple environments: CLI, IDE, Pull Requests, Background Agents.
- Automates repetitive tasks, saving engineers time (~100 hours/year per engineer).
- Helps maintain code quality and prevents AI-generated slop.
- Improves onboarding by reducing reliance on tribal knowledge.
- Enhances AI performance by ensuring consistent codebases.
- Prevents downtime by identifying and fixing legacy issues.
- Supports refactoring and improving coding standards.