[coef2]

I have a conundrum about this. If an LLM can learn our codebase and generate reasonable reviews, does this imply it could perform the work independently without us? Perhaps generating code and conducting code reviews are distinct tasks. Another related question is: for complex tasks that generative AI can't solve, could this service still provide somewhat meaningful reviews? Maybe it could be partially useful for certain subtasks like catching off-by-one errors.

[Jet_Xu]

Good questions! Code review and generation are quite different tasks. Review is about pattern recognition and consistency checking, while generation requires understanding business logic and system design.

LlamaPReview works best at: - Spotting potential issues (like off-by-one errors) - Identifying patterns across the codebase - Maintaining coding standards

For complex architectural decisions, it serves as an assistant rather than a replacement - helping senior developers save their time to focus their attention where it matters most.