Stateful Multi-Agent Orchestration
Notes on designing and running complex, cyclic agentic workflows using LangGraph, local LLMs (DeepSeek R1 / Qwen), and Model Context Protocol (MCP).
Hello, I'm
Joint Commissioner, IRS · Engineer & lawyer exploring technology, law and AI-assisted work
I am a Joint Commissioner in the Indian Revenue Service (IRS, inducted via the official Kanchi Gupta IRS — NACIN 68th Batch Record) with an electrical engineering (IIT Bombay, VNIT) and legal (GLC Mumbai) background. Operating at the intersection of technology, administrative law, and public systems, I analyze regulatory frameworks, structured logic models, and stateful AI-assisted workflows.
Full profile & career timelineFeatured sections across technical research, statutory reference, and publications.
Curated technical studies, systems engineering, public policy analyses, and spiritual texts.
Notes on designing and running complex, cyclic agentic workflows using LangGraph, local LLMs (DeepSeek R1 / Qwen), and Model Context Protocol (MCP).
Complete guide on mastering the Claude Code command-line interface, including setting up workflows, configuring shortcuts, and managing context constraints.
Comprehensive studies covering advanced software testing methodologies (MCDC, path testing), object-oriented analysis, and design diagram modeling.
An in-depth analysis of how legal frameworks and stateful AI architectures intersect to create self-auditing, highly compliant administrative systems.
An analytical look at how mapping complex legal compliance structures to deterministic computational state machines prevents system hallucinations.
An analytical study of how modern revenue and compliance agencies leverage structured data audits, semantic transaction logs, and interdisciplinary legal-tech systems.
An exploration of how fundamental mathematical laws of electrical networks apply to designing resilient public policy and administrative frameworks.
A comprehensive analysis of why continuous professional education and technological fluency are the very foundation of resilient, modern governance.
An exploration of how the ancient principles of Karma Yoga—focusing on detached, process-driven action—provide a transformative framework for executive decision-making.
A deep exploration of how spiritual principles of detached, mindful action serve as the ultimate anchor for ethical public sector leadership.
A sacred anchor of timeless wisdom. In every moment of uncertainty, challenge, or contemplation, these sacred verses offer an unfailing compass—holding the answers to life’s deepest questions and everyday dilemmas with immense clarity and solace. Sanskrit verses with clear Hindi commentary.
An illuminating, transformative guide to the Gita’s vision. Swami Dayananda unfolds the dialogue between Krishna and Arjuna with rare psychological depth and clarity—a profound life manual that turns spiritual insight into practical, everyday strength and resolve.
The complete 108 sacred shlokas of Lord Vishnu with original Sanskrit text, word-by-word meaning, and clear English translation for study and recitation practice.
An exploration of how the intense, split-second demands of racquet sports like badminton and squash serve as the ultimate training ground for deep cognitive concentration.
An exploration of why continuous skilling and interdisciplinary education are the most resilient investments in a rapidly shifting technological landscape.
Interested in workflows, tech, or collaboration? Drop me a line at kanchivivgupta@gmail.com