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Thoughts on AI, systems architecture, and product building.

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I Was Managing 9 AI Config Files by Hand. So I Built a Compiler.

How Cortex — a universal AI context engine — came from one developer’s frustration with tool fragmentation, and grew into a full… Continue reading on Medium »...

April 3, 2026

The Future Isn’t AI. It’s APIs (and Agentic AI)

(ofcourse writing this blog with the help of ChatGpt :) ) Continue reading on Medium »...

May 9, 2025

Framework for Building AI Agent-Human Relationships

The AOSM (Agent Oriented Systems Modeling) framework provides a structured approach to designing human-AI teaming relationships, ensuring… Continue reading on Medium »...

May 9, 2025

Banks — Their conflicting roles and regulatory evolution

Banks have a large role to play in society, to drive growth and be the fuel that drives the economy. Some of a banks’ key business… Continue reading on Medium »...

January 28, 2022

The Developer Experience (DX) centric Organization structure

How are we defining it today? Continue reading on Medium »...

March 26, 2021

Theory of Innovation — Geography matters !

“There are so many deep-tech innovations in Silicon Valley. Why haven’t we seen such innovations yet from China, India and other… Continue reading on The Startup »...

September 19, 2019

Searching for the Gold — Entrepreneurs do it differently

Disclaimer: I’ve borrowed the book title of Ben Horowitz for the story below as the title & the summary of the book fits apt to this… Continue reading on The Startup »...

September 19, 2019

Evolution of the art of story telling

There’s an old story about David Ogilvy, ‘the Father of Advertising’. One sunny morning on his way to work, Ogilvy saw a beggar with a… Continue reading on The Startup »...

June 12, 2019

Black Mirror — Digital Consulting is (future)here

From a time when strategy was thought of as a general’s prerogative to a phase where corporates in growing America brought almost every… Continue reading on DataDrivenInvestor »...

February 8, 2019