Zero-Token Architectures, Intelligent Caching, and Context Optimisation to reduce token cost How the Multi-Agent Research Assistant Achieves Up to 90% Token Savings While Improving Performance and Scalability Written by - Shivam Suraj Dube Introduction Large Language Models (LLMs) have transformed how modern AI systems perform research, analysis, reasoning, and content generation. As organizations increasingly adopt multi-agent architectures, a new challenge emerges: rapidly

Written by Shivam Dube - AI, Technology Analyst. 01 · Why did FabricBazaar Marketplace? I built FabricBazaar — India's fabric Marketplace for sarees, kurtas, bed sheets, and handloom textiles. No CS degree. No team. No startup funding. Just a clear idea, Claude as my AI pair programmer, and a willingness to iterate fast. India's textile industry is one of the largest in the world — and almost none of it is accessible online in a trustworthy, organised way. Weavers from Var