I've dedicated 30 hours to creating a complete breakdown of the AI Agent OS and exactly how GTM engineers are running 235+ skills, 500+ sub-agents, and 4 memory systems from one connected project folder for free.
A plain English guide you can use for root config file setup, skill installation across 11 domains, memory system selection, safety hook wiring, terminal agent comparison, and protocol integration - all mapped to a single file tree with install commands for every layer.
(You must follow me to receive it)
Like + Repost + follow me
Comment "OS" and I'll send it to you via DM.
london is sandboxing stablecoins under the FCA
washington is leveraging them to achieve dollar dominance
tokyo just put a yen stablecoin onchain
hong kong wrote an entire ordinance just for stablecoin issuers
stablecoins are going global, and we're here for it
Unitree Spring Festival Gala Robots —a Full Release of Additional Details 🥳
Dozens of G1 robots achieved the world’s first fully autonomous humanoid robot cluster Kung Fu performance (with quick movement), pushing motion limits and setting multiple world firsts! H2 made striking appearances at both the Beijing main venue and the Yiwu sub-venue, clad in the Monkey King’s heavy armor and riding a “somersault cloud” played by B2W quadruped robot dogs, delivering New Year blessings from the clouds.
If you’ve been to #ConsensusHK before, you know that real value also shows up at side events 👀
During @consensus_hk 🇭🇰, @web3harbour and our members are involved in a wide mix of events designed to bring builders, founders, policymakers, and ecosystem leaders together in the most open, collaborative way possible.
🏛️ institutional & policy sessions
🧑💻 builder meetups & pitch events
🍽️ ecosystem dinners
🔒 smaller, closed-door rooms
Different formats. Different audiences. Same upside: real conversations.
We’ve pulled together a live list of #W3H-related side events.
Save it. Share it. Check back. 👀 👇
🔗https://t.co/1tYUq8DAXX
#Web3Harbour #DigitalAssets #SideEvents
In light of @sequoia 's changes, here is some thoughts:
early stage founders' reliance on relationships is rapid decreasing/demnishing in the world of AI.
Our internal agentic investment partner Ava caught ~95% of ALL projects fund raised in 2025 so far, and on average ~160 days ahead of the announcement.
this is a crazy data point if you think about it - and what we realized is that overwhelming amount of them had online footprints BEFORE even talking to VCs
prior to AI taking off, and I mean this is recent, maybe starting in 2nd half of 2024 - even the best founders needed a team to build a prototype.
now they can ship on the weekend.
and what do they do in tandem? they create website, twitter, linkedin, and more interestingly, they incorporate earlier (yes, some of this info is actually public)
so if you are an early stage VC, and you still rely on your "relationship network", you are not going to win.
its a scary world, but it opens up for new opportunities.
My prediction is that we will see less massive unicorns, but we will see a lot more smaller unicorns - and there is a sweet spot for sizing early stage ventures more strategically.
@balajis Why not co-exist? Why does Western interpretation think China is out to “rule the world”? Is it always “winner takes all”? Fundamentally all governments and network states are here to serve people.