Leverage Comment Ratings as Training Data for AI Reviews #4
Description
Summary
Leverage the existing comment rating system as training data to continuously improve the relevance and accuracy of future AI-generated code reviews.
Description
Currently, our AI code reviews don't take advantage of the valuable feedback data collected through our existing comment rating system. Although users can already upvote and downvote comments, this data isn't being utilized to improve future reviews. This feature will create a feedback loop by:
- Creating a pipeline to collect and analyze existing comment rating data
- Using this historical feedback as training data for AI review models
- Implementing a learning system that continuously improves based on user ratings
- Progressively tailoring reviews to match team preferences and project conventions
This will create a learning system that improves over time, reduces noise in reviews, and ensures automated comments align with the team's quality standards and preferences.