How cubic learns
cubic automatically learns when you:- Reply to its comments: Type a response explaining what cubic should do differently, and it remembers for next time
- Provide context in threads: Explain why something matters to your team, and cubic incorporates that knowledge
- React to suggestions: Thumbs up/down help cubic calibrate what’s useful vs noise for your specific codebase
Senior reviewer learnings
During onboarding, you can select your team’s most experienced reviewers. cubic analyzes their historical PR comments to extract learnings from the patterns they consistently enforce. These become senior reviewer learnings that help cubic match your team’s review style. All senior reviewer learnings appear in your Learnings Tab grouped under “Team patterns” showing you exactly what cubic learned from your engineers’ reviews.
What cubic remembers
- Team-specific patterns: “We always use early returns” or “Integration tests required for API endpoints”
- Technical constraints: “This library causes performance issues in our stack”
- Process requirements: “Check with platform team before modifying auth service”
Review and manage learnings
- Open AI review settings → Memory & Learning to browse everything cubic has learned, and to edit or delete learnings
- Search and filter by rule to pinpoint the guidance that matters to specific parts of your codebase
Privacy and control
- Explicit learning only: cubic only learns from feedback directly addressed to it in comments
- Team-scoped: Learnings never leak between different organizations or repositories
- Transparent history: View and manage all learnings in the AI review settings dashboard