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cubic learns your team’s unwritten rules from feedback team members provide in their replies to cubic’s comments. Memory and learning

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

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”
Each learning is scoped to your team. Your feedback trains your instance of cubic, not everyone else’s.

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