The Next Frontier of Enterprise AI Architecture: How Open-Source LLMs and Prompt Engineering Drive Strategic Advantage

By Bala Kalavala Summary In the race for AI-driven transformation, enterprise leaders face a critical decision: rely solely on proprietary large language models (LLMs) or harness the power and flexibility of the open-source ecosystem. This […]

Bridging the Digital Divide: Understanding APIs – Part 1

(What follows is Part 1. Part 2, which addresses “Benefits and Challenges of Each Approach” will appear on 5/21) By Bala Kalavala, Chief Architect & Technology Evangelist Event-Driven Architecture (EDA) and Data-Driven Architecture (DDA…

Optimizing IT with Open Source: A Guide to Asset Management Solutions

By Bala Kalavala, Chief Architect & Technology Evangelist Orchestration Frameworks: Like a Conductor for AI In the world of computers, “orchestration” is like a conductor leading a musical orchestra. It involves coordinating various com…

Mixture of Experts (MoE) Architecture: A Deep Dive and Comparison of Top Open-Source Offerings

By Bala Kalavala, Chief Architect & Technology Evangelist The Mixture-of-Experts (MoE) architecture is a groundbreaking innovation in deep learning that has significant implications for developing and deploying Large Language Models (LLMs). In esse…