An insightful interview with Aiswarya, founder of the SF-based startup Intelligence, on making AI coding production-ready and solving key engineering bottlenecks.
In this video, Harkirat Singh sits down with Aiswarya, the founder of Intelligence, a startup dedicated to enhancing developer productivity and code security.
This interview provides a deep dive into the vision behind Intelligence and the journey of its founder.
Mission of Intelligence: Aiswarya shares her company's goal to make AI-assisted coding production-ready. Intelligence isn't just another code generator; it's a platform for robust code reviews, security analysis, and automated documentation, designed to streamline the entire engineering lifecycle.
Founder's Journey: With a background in ML research from Berkeley and practical experience deploying NLP models at Uber, Aiswarya was inspired to solve the real-world inefficiencies—reviews, meetings, and documentation—that slow down even the most innovative tech teams.
Beyond Code Generation: Intelligence pivoted from being a co-pilot competitor to addressing the broader bottlenecks in software development. A standout feature is their engineering leaderboard, which uses LLMs to create a universal benchmark for code quality and impact, revealing how small, efficient teams can outperform larger ones.
Hiring Philosophy: The startup values a full-stack, ownership-driven mindset. Aiswarya explains their interview process, which includes a take-home assignment for AI engineers to assess their ability to build resilient agent architectures quickly.
Learning in AI: For aspiring ML engineers, Aiswarya emphasizes the power of engaging with open-source projects, participating in research communities, and consistently reading papers—a process now made easier with AI tools.
This conversation is a must-watch for anyone interested in the future of software development, AI startups, and what it takes to build a company that solves core engineering challenges.