It's the big 4-0! As I was reflecting, I wrote down principle's that make up my belief system... 👇

A bad decision is not the reason for a negative or not expected outcome!

I’ve been using coding agents to build prototype AI applications for the past few months. It’s been fascinating — but also revealing. While the productivity boost is undeniable, I’ve noticed a few hidden traps that are easy to fall into when you start relying heavily on

Suits and ranks...

Personalization and hyper personalization only...

How to better manage the 'Attention Residue' problem when coding with LLM agents?

This #Diwali my only wish is to have multiple coding agents work on different parts of my project in parallel and I'm the orchestra conductor 🎇🪔🙏🥰🎵

In ML, why is data leakage called data leakage? 🚰

The only time you truly fail, is when you decide to give up.

🛳️'ing...

The real superpower isn’t hearing what’s said — it’s uncovering what isn’t. Building the ability to curate data and identify patterns turns intuition into intelligence. #AI

Most times, the simpler solutions are enough...

git commit -m "Agent 6-7" git push

With purpose, one builds...!

Building an AI agent today that works flawlessly for every task — or expecting it to, to justify the ROI — is counterintuitive. Model capabilities will keep improving—context windows will expand, reasoning will progressively improve, tool use will become more robust, and compute

Lazy thinking and lazy actions are the worst...

"Building", "Messaging Translation", "Visibility Opportunities" & "Network Activation" is a big part of the job!

ultrathink

💯💯💯

😂