Agents for Complex Software Engineering with Resolve AI

Greylock Change Agents is a speaker series that explores the cutting edge of Agentic AI. In this session, Greylock Partners' Corinne Riley interviews Resolve AI CTO and Co-Founder Mayank Agarwal and VP of Engineering Rushin Shah. They dive into current capabilities, fundamental limitations, and open research questions that determine how agentic AI becomes an indispensable tool for software engineering. Timestamps: (0:30) - Intro (1:00) - Journey to Resolve (4:40) - Rushin’s shift from consumer software (6:04) - Challenges AI can’t solve in production (7:49) - AI in production vs. experiments (9:14) - Production problems (10:50) - Measuring outcomes with agentic AI (12:54) - Coding agents and production risks (14:09) - Vibe debugging explained (16:32) - Vibe debugging vs. chatbots (17:20) - Vibe debugging in-house (19:20) - Capturing tribal knowledge (20:15) - Codegen tools and production problems (22:31) - Skills needed for agentic AI teams (24:53) - An AI-first organization (26:43) - Audience Q&A More on Mayank: https://www.linkedin.com/in/mayank-ag/ https://x.com/maynkag https://resolve.ai/ More on Rushin: https://www.linkedin.com/in/rushinnshah/ https://x.com/rushins https://resolve.ai/ More on Corinne: https://www.linkedin.com/in/corinne-marie-riley/ https://x.com/CorinneMRiley https://greylock.com/team/corinne-riley/