Speaker
Tomas Reimers
2 sessions in this library.
- AI powered entomology: Lessons from millions of AI code reviews — Tomas Reimers, Graphite
This talk explores the challenges and opportunities of using AI, specifically Large Language Models (LLMs), for code review. It highlights that while LLMs can identify bugs, their effectiveness is limited by the type of feedback they provide and the user's receptiveness to it. The core thesis is that by understanding the different categories of bugs and user preferences, AI can be trained to provide more valuable and actionable code review comments.
- Don’t get one-shotted: Use AI to test, review, merge, and deploy code — Tomas Reimers, Graphite
The increasing adoption of AI tools in software development, particularly in the inner loop of coding, is creating a bottleneck in the outer loop of review, testing, merging, and deployment. This talk proposes that AI can also be leveraged to streamline and automate these outer loop processes, transforming the entire developer workflow rather than just the IDE.