PyTexas Monthly Meetup: LLM-powered Merge Conflict Resolution

Join us for our monthly meetup! The meetup will take place in the PyTexas Discord server, so be sure to join!

This month we are excited to be joined by Advitya Gemawat

Speaker: Advitya Gemawat
Topic: LLM-powered Merged Conflict Resolution

Merge Conflicts in software programming occur in 20% of all merges in open-source projects, incurring a median resolution time of ~6 minutes for a single conflict at best, or multiple days at worst. This talk will touch upon LLM Evaluations, Azure OpenAI Fine-Tuning, AI-generated resolution explanations, and usage of multiple Python SDKs to craft a scalable LLM-powered Merge Conflict Resolver. Our results indicate up to 125% performance improvement over vanilla LLM resolution accuracy.