Gaurav Panchal's Blog

How Guardrail-First Architecture Prevents Cascade Failures in AI Agent Swarms

Most engineering teams scale AI agent swarms by stacking faster LLM models, assuming smarter agents inherently self-correct. In reality, scaling agent-to-agent (A2A) interactions without strict execu…

Beyond the Vector Store: The High-Stakes Evolution of Enterprise RAG

Most companies treat Retrieval-Augmented Generation as a simple database search problem, but the 'Naïve RAG' era is dead. While beginners are still wrestling with basic vector indices, indust…