Technology & AI • Sreekar Atla • Sreekar Atla

Technology & AI articles

Architecture patterns, AI roadmaps, and platform decisions for modern enterprises.

Focused on resilient systems, data platforms, and AI delivery.

All tags #ai #augmentation #enterprise-architecture #future-of-work #leadership #llm #portfolio-management #productivity #python

December 1, 20254 min readUpdated April 30, 2026

How I Built an AI-Assisted Application Portfolio Catalogue — and Avoided $500K/yr in SaaS Spend

A field account of designing and shipping an AI-assisted EA portfolio catalogue: Python automation, LLM classification, a 10-rule validation framework, and zero failed ARB validations across 557+ apps.

#ai #enterprise-architecture #portfolio-management

October 15, 20254 min readUpdated May 1, 2026

AI Doesn't Replace Work — It Expands the Surface Area of Wanting

Every productivity leap has produced more work, not less. AI is no different — but the divide it creates won't be digital. It will be cognitive.

#ai #future-of-work #augmentation