AI / Merge Mind: The Self Learning AI Code Review Bot Interview Questions
What is the difference between Merge Mind's Initial Learning and Continuous Learning?
| Initial Learning | Continuous Learning |
| Runs once, typically right after setup | Runs on an ongoing basis for the lifetime of the deployment |
| Triggered manually via the learn_local_codebase.py script | Triggered automatically whenever a merge request is merged |
| Analyzes the existing codebase in bulk | Analyzes one newly accepted change at a time |
| Gives Merge Mind a starting baseline | Keeps that baseline current as the codebase evolves |
Initial Learning is optional, since Merge Mind can still function without it, but skipping it means the bot starts with no team-specific context and has to build that understanding gradually through Continuous Learning alone.
Which learning type is triggered automatically on every merge?
What happens if you skip Initial Learning entirely?
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