Jatin Gupta
Jatin Gupta
Senior Architect @ HCL Tech
Jatin Gupta

Blog

192
Building an Autonomous DevSecOps Engine (Agentic AI + RAG + MCP + CI/CD)

Building an Autonomous DevSecOps…

Aug 21, 2026 In DevOps

Move from automated pipelines to an intent-driven DevSecOps control plane - LangGraph orchestration,…

271
How to Build Agentic AI from Scratch

How to Build Agentic AI from Scratch

Jan 01, 1970 In Agentic AI

Build production-grade agentic AI with open-source tools: local LLMs, RAG, multi-agent teams, and evaluation…

250
Agentic AI and Its Guardrails: The Control Stack for Systems That Act

Agentic AI and Its Guardrails:…

Aug 08, 2026 In Agentic AI

Guardrails written as instructions are advisory. How the enforcement boundary moved out of the prompt…

272
Small vs Large: The Architecture Behind SLMs and LLMs — and How to Actually Choose

Small vs Large: The Architecture…

Aug 08, 2026 In Agentic AI

They share a transformer skeleton and almost nothing else. A practical guide to SLM vs LLM architecture,…

179
Running Agentic AI on a Token Budget: Cutting Agent Cost 10× Without Losing Reasoning Quality

Running Agentic AI on a Token…

Aug 08, 2026 In Agentic AI

Agent loops replay their entire context on every step. That single property is why most agentic pilots…

239
Agentic AI Automation for IT Infrastructure: Achieving 70% Auto-Resolution Across Hyper-Cloud

Agentic AI Automation for IT Infrastructure:…

Aug 07, 2026 In Agentic AI

When deterministic playbooks meet probabilistic reasoning