LLMs aren’t pricey your JSON payloads are. Meet TOON, a compact format that cuts token usage 30–60%. Same data, fewer tokens. Faster prompts, lower cost. Perfect for tabular/uniform data. TOON = more context, less spend. 🚀

One AWS region, US-EAST-1, went dark and half the web blinked. The outage shows just how centralized the internet has become. One hiccup, global chaos.

₹340 crore spent on the EPFO website in 3 years. And yet → Takes forever to log in → Hours to reset a password → OTP arrives after 10+ minutes This isn't digital infrastructure. It's wasted taxpayer money.

The value of a business isn’t what it makes today; it's the sum of all future cash flows, discounted to the present. Today’s profits matter less than tomorrow’s potential.

GST Rate Cut incoming from Sept 22! Only 2 slabs of 5% and 18% to stay. 90% of items in 28% slab → 18% Most goods in 12% slab → 5% New 40% slab for sin/luxury goods

Data is the new oil.

Server less MCP Servers feels like an oxymoron!

The ironic tragedy is that life has to be lived forward, but only makes sense in reverse.

Price is what you pay Value is what you get

Yeah, Instagram is bad for our mental health but what about Bloomberg Terminal?

</ Friday deployments be like >

MCP is the next big thing in AI verse!

Don’t tell your problems to people: Eighty percent don’t care, and the other twenty percent are glad you have them.

“Current AI models are still embarrassingly bad at many tasks” — Sam Altman Why they aren't AGI yet: 1️⃣ No continuous learning or self-improvement 2️⃣ Can’t autonomously discover new science 🔬 3️⃣ Struggle with basic job tasks using internet & files 💻📂

What a wild week in AI 🤯 • Midjourney v7 • Runway Gen-4 • Apple AI Health Coach • Lindy AI Agent Swamps • Amazon Browser Agent • LLMs passing the Turing Test • Meta MoCha AI talking characters • AI brain signal to speech breakthrough

Stepping into a dream straight out of a Miyazaki film. ✨

we are launching a new thing today—images in chatgpt! two things to say about it: 1. it's an incredible technology/product. i remember seeing some of the first images come out of this model and having a hard time they were really made by AI. we think people will love it, and we

New beginnings with @Xoriant family 🚀 Have joined as an Associate Software Engineer 💻 #NewBeginnings

Aiming to be mostly reasonable works better than trying to be coldly rational.

That flexibility and control over your time is an unseen return on wealth.