#29: an AI-based engineering mentor

Security

Security and privacy are paramount when hosting AI systems, as Aiswarya Sankar explains. Her company, Entelligence.ai, ensures that their AI-based engineering mentor can be self-hosted, allowing companies to maintain control over their data. This approach eliminates concerns about data sharing across domains, as each setup is customized and containerized for individual use 1. Sankar emphasizes the importance of privacy, stating, "Security is super important in the space. As soon as you mention code, that's one of the first things that comes up" 2.

   

Architecture

Understanding code architecture is crucial for improving AI functionality. Aiswarya Sankar highlights how their AI system uses models like Sonnet 3.5 to provide logical reasoning and generate diagrams that help visualize code structures 1. This capability allows engineers to abstract complex details and focus on the bigger picture. Sankar notes, "We want actually something that can give you that overarching understanding of these are relevant things" 3.