Decoding Tokenomics: From Brute-Force Reasoning to Architectural Minimalism


The enterprise AI landscape is hitting a quiet but definitive turning point. Over the last two years, organizations rushed to move their generative AI proofs-of-concept into production, driven by the sheer awe of what frontier LLMs could accomplish. We built multi-agent frameworks, dense RAG pipelines, and autonomous workflows capable of orchestrating complex enterprise tasks. ButContinue reading “Decoding Tokenomics: From Brute-Force Reasoning to Architectural Minimalism”

The trap of functional excellence in executive succession


Time and time again, I have seen this story play out – the best sellers and best product people get promoted to run a P&L and many of them fail. The best of P&L leaders get promoted to run a business and many of them fail. Not all of them fail – but enough doContinue reading “The trap of functional excellence in executive succession”

What I look for when hiring engineers, engineering managers, architects and product managers


As I am building out my agentic AI team, about half my time is being spent on hiring great technical talent. I thought it’s a good idea to explain what I look for at a high level for the four roles that I am hiring the most Hopefully this gives you an idea of whatContinue reading “What I look for when hiring engineers, engineering managers, architects and product managers”