Jatin Gupta
Jatin Gupta
Senior Architect @ HCL Tech
Jatin Gupta

Blog

9
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,…

28
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…

74
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