@_0xghost_ MCP is more like gasoline for the AI agent ecosystem on Base. Gitlawb is one of the specialized tools those agents will actually use once they’re active. Not a negative — more like infrastructure tailwind
An Anthropic engineer literally stopped me at a coffee shop because of what was on my screen.
I was sitting at Sightglass running my Polymarket bot.
He looked over once.
Then again.
Then said:
“That’s not a normal trading setup.”
I told him the whole thing runs on:
• Claude Code
• 4 open-source repos
• $25/month
That’s it.
He pulled up a chair instantly.
“I work on the agent team at Anthropic,” he said.
“We stress test Claude for workflows exactly like this.”
Then I showed him what the bot was actually doing.
86 MILLION trades analyzed.
Every wallet.
Every entry.
Every exit.
Every profitable pattern.
One prompt:
“Find wallets with 100+ trades and 70%+ win rate. Rank by profit. Export the best ones.”
Claude scanned 14,000 wallets in 4 minutes.
Returned 47.
The top 20 wallets made more money than the other 13,000 combined.
He stared at the results and said:
“That’s not data analysis.
That’s a weapon.”
And we were just getting started.
Second repo:
A Rust CLI scraping 500 live Polymarket markets in minutes.
Claude filtered everything automatically:
• spread gaps
• liquidity depth
• timing windows
• whale behavior
500 markets became 35.
Before I even looked at them.
93% rejected automatically.
Then a trade closed live on my screen.
+$84.
He didn’t even blink.
“How does it decide when to enter?”
3 independent AI agents:
• arbitrage
• convergence
• whale-copying
No shared memory.
2 agents agree = full position
1 agrees = half size
Disagreement = no trade
That consensus system alone cut 40% of losing trades.
Then he asked the real question:
“What about exits?”
That’s where it gets stupid.
The profitable whales rarely hold to settlement.
91% exit early.
So my bot exits BEFORE they do.
It takes profit at:
• 85% expected move
or
• unusual volume spikes
Basically:
It copies smart money…
then front-runs their exits.
He just sat there staring at the terminal.
“How much did you start with?”
$200.
27 days ago.
Current balance:
$14,300.
271 trades.
74% win rate.
Sharpe ratio: 2.47.
Fully automated.
I haven’t touched it in weeks.
Before leaving he said:
“This is almost identical to the internal scenarios our red team simulates.”
Next morning I got an email from him.
“Would you be open to speaking with our policy team?”
I replied:
“The article IS the meeting.”
The craziest part?
This stack costs less than Netflix.
AI is no longer replacing workers.
It’s replacing entire hedge funds.
Comment “Claude” if you want the framework.
I started by trying to understand markets. Thirty years later I've ended up somewhere closer to life, the universe and everything. The same four rules keep showing up...
Along the way I've written three frameworks that have shaped how a lot of people see the world.
The Everything Code is what I found when I went looking for what actually drives markets. A debt rollover cycle, managed by liquidity, debasing the currency at roughly 8% a year. That debasement is monetary entropy. Capital routes around it, into whatever can compound faster than the entropy degrades it. Technology and crypto sit at the top of that flow because they are the intelligence layer of the economy. Markets are monetary energy routing toward the highest output of intelligence. The only assets that outperform debasement over extended periods are tech and crypto.
The Exponential Age is the realisation that technology has become the substrate. Compute, networks, energy and intelligence are compounding faster than any institution we built was designed to handle, and the gap between the two is the defining tension of our time.
The Economic Singularity is where this is heading. Somewhere in the next decade the curve of intelligence per unit of energy turns fully exponential, and the rules every economy we know was built on stop applying.
For a long time I thought of these as three separate ideas. Looking at them now, they are three views of the same thing at different altitudes. And underneath all three, the same four rules keep showing up.
Efficiency of Intelligence - The universe rewards whatever does more with less. Every system that survives is better at turning energy into information than the system it replaced. There has never been an exception.
Compression - Intelligence is the act of representing a vast reality in a much smaller form without losing what matters. Brains do it. Theories do it. Prices do it. AI does it. They are not analogous. They are the same operation.
Coherence - Complex systems hold together because their parts synchronise faster than the noise around them. Markets, brains, civilisations, ecosystems. When the synchronisation fails, what looks like collapse is desynchronisation made visible.
Selection - Patterns that copy themselves faster than their rivals dominate the medium they live in. Genes did this in biology. Ideas do it in culture. Memecoins do it in markets. Truth is not part of the selection criteria. Replication is. It always has been.
What the four rules produce, when they operate together, is networks.
The same topology shows up everywhere. The cosmic web. The human brain. Mycelium beneath a forest. The internet. Financial markets. Blockchains. Across fourteen orders of magnitude, the universe keeps building the same shape. That shape is what the four laws look like when you can see them.
The Everything Code is what these four rules look like in markets.
The Exponential Age is what they look like running through technology.
The Economic Singularity is where they are taking us.
Three angles, one picture.
Underneath all of it, energy is the constant. Consciousness is the substrate. The four rules are the dynamics through which one becomes the other.
All of this is one corner of what I call The Universal Code. The same four rules apply to everything else and I mean EVERYTHING... they are universal in the true sense of the word.
@Yennii56@danniiiii02 too get peanuts while they dump on you or get hacked when the market is about to pump. or or or having your token locked frozen .. apr and risk of losing your investement in defi is huge :( maybe only native staking :p) ?
@GuiBibeau@solana pff ve been using slush -sui and nightly wallets. recently went back to metamask to a few stuff .. missing the good old days of the simlple nice easy to use mm.motivated me not to interact with evm. no reason to interact with dapps generally with all those security issues on evm
@zachxbt@RaveDAO@bitget@binance@Gate@heyibinance@GracyBitget dont you think that it s the retails fault for playing with fire? DO NOT TOUCH FUTURES! it s so easy to pump the prices artificially on crypto. by now who ever is gambling with futures should keep that in mind. there are soo many incidents!
CANCEL your weekend plans.
You NEED to:
• Learn Claude Code
• Learn Cowork (build 1-2 practical workflows)
• Set up Perplexity Computer/Perplexity Finance
• Optimise Cowork (plug-ins + skills)
• Set up OpenClaw
• Test Google AI products (Nano Banana 2, NotebookLM & more)
• Experiment with basic agentic solutions (Manus)
• Use AI to create a business plan/strategy/context files
• Build an AI second-brain database (Notion)
• Experiment with Notion Agents' *brand new*
• Learn basic automation tools (MCPs, Zapier, n8n)
• Learn prompt engineering - the better you can communicate with AI, the better your Outputs
• Read AI articles
• Dive into robotics
• Research AI stocks/ETFs/investment arbitrages
You have way too much to do...
All robots on Sui 🤖🦾🦿
Soon any hardware vendor, founder, researcher, or even a wallet user will be able to plug their device into Sui, any device independently if you built it or purchased it from Amazon, eBay, Temu and co.
We’re shipping a full framework + real-world examples so connecting robots to Sui becomes plug-and-play. Devs will deliver robo and IoT connectors for profit and you can request api for any device to be controlled by your wallet, such as your car, your fridge, your TV, your solar panel, your laptop, your shoes, your Airbnb keys, who knows what else… any brand, any model, anything with a circuit, even embedded ones.