Author: Amuthalingeswaran Chandra Bose

Amuthalingeswaran Chandra Bose is a Machine Learning Engineer at CapeStart with over six years of AI and software development experience. An award-winning engineering alumnus, he demonstrated exceptional leadership during his academic tenure as General Secretary and Placement Representative. His technical expertise spans Deep Learning, NLP, and Generative AI, specializing in production-ready LLM orchestration and autonomous AI agents. Backed by multiple advanced certifications, he has a proven track record of deploying scalable, cloud-driven AI solutions.

Why We Switched Summary-Level Extraction from LangChain to Anthropic’s Native LLM

by Amuthalingeswaran Chandra Bose

What is LangChain to Anthropic’s Native LLM LangChain to Anthropic’s Native refers to the shift from building AI applications with general-purpose orchestration frameworks like LangChain to using Anthropic’s native tools, APIs, and built-in capabilities directly. As Anthropic continues to expand its platform with features such as tool use, structured outputs, prompt caching, and agent capabilities, many developers are re-evaluating whether…