Hands-on with AI agents: From scratch to LangGraph — XConf India 2025 @thoughtworks
Hands-on with AI agents: From scratch to LangGraph — XConf India 2025  @thoughtworks
Uploaded November 2025 | Updated September 2026, 2 weeks ago
As AI agents become central to automating complex tasks and managing multi-step workflows, this hands-on session will equip you with the foundational skills to build and customize your own autonomous AI agents. Over the course of two hours, you’ll begin by creating a simple agent from scratch—without using any prebuilt frameworks—while exploring the core principles of agentic flows. Then, you'll transition the same logic into LangGraph, a modern framework for building stateful, multi-step AI agents. By the end of the workshop, you’ll have a functional agent prototype and a practical understanding of how to structure prompts and extend agent behavior for real-world applications.

Speaker info:

Sarang Sanjay Kulkarni - Developer

Vishal Karmalkar - Developer

Megha Agarwal - Lead Consultant
I’m an experienced tech leader at Thoughtworks, specializing in organizational change, digital transformation, and innovation with a focus on generative AI and emerging technologies. I have a proven track record of implementing AI-driven strategies that boost revenue and value, guiding both startups and large enterprises through complex, cross-functional projects using agile practices. I’m passionate about turning challenges into sustainable solutions, always anchored in inclusivity, integrity, and continuous learning. Adaptable and collaborative by nature, I believe in ethical, human-centered tech and the power of diverse teams to create real, lasting impact.


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Hands-on with AI agents: From scratch to LangGraph — XConf India 2025

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