LLMs have rapidly revolutionized software development, enhancing the speed of code writing. This increased speed necessitates more strategic and scalable approaches to code review. Incorporating AI into development processes requires a reevaluation of quality, security, and maintainability standards at scale.
CodeRabbit is a startup integrating generative AI in code review. It assesses code quality and security within platforms like GitHub and VS Code, functioning as an AI reviewer alongside existing CI/CD processes. Harjot Gill, CodeRabbit’s founder and CEO, discusses the startup’s architecture with Kevin Ball on the podcast. Topics include CodeRabbit’s multi-model LLM strategy, tracking agents’ reasoning, handling context windows, lessons from the company’s inception, and more.
Full Disclosure: This episode is sponsored by CodeRabbit.
Kevin Ball, also known as KBall, serves as vice president of engineering at Mento and is an independent coach for engineers and leaders. He co-founded and was CTO for two companies, founded the San Diego JavaScript meetup, and organizes the AI inaction discussion group through Latent Space.
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