Claude use https://t.co/4UYhI03j8A to create a skill that helps identify flaws and refines this software by bringing it up to the standard of a fully polished product. The goal is for it not merely to function technically, but to operate in an organized, clear manner
I'm going to quit my job to dedicate myself 100% to Claude.
I asked it to do this:
Analyze undervalued markets on Polymarket to find arbitrage opportunities and detect the wallets that are taking advantage of them so I can copy them.
I turned $2K into $11K overnight.
It monitored +1,000 wallets.
I realized something very quickly.
There are arbitrage bots against which I can't compete without knowing how to program.
But I can find them. And copy them.
Claude built me a monitoring terminal connected to a copytrading bot on Telegram.
It's not a script. Not even a bot.
It's an AI agent that improves every time it finds a new wallet.
It analyzes the behavior of each wallet. How it operates. Its arbitrage patterns. The size of its positions. The exact moment it enters.
โข 70% hit rate.
โข 7 wallets being copied right now out of more than 500 monitored.
The bot never stops. Never bets. It just follows the math and seeks profit.
You only need:
โข Claude
โข A device
โข 1 hour a day
I'm going to share it for free for the next 24 hours.
To get it:
1. Comment โclaudeโ
2. Like and RT
3. Follow meme @Amelia_With_Ai
Andrej Karpathyโs 1-hour Stanford lecture on AI engineering is one of the best explanations Iโve seen of how AI systems actually work.
The progression is simple:
10% โ LLM
30% โ Prompt
50% โ Agent
70% โ Loop
100% โ Graph
The key takeaway:
AI engineering isnโt just about writing better prompts.
Itโs about building systems around models โ giving them context, memory, tools, feedback loops, and data flows.
โDelete everything, keep Graph.โ
Definitely worth watching if youโre building with AI agents.
Watch โ Bookmark โ
The critical issue is not what we know but what we do with what we know.
The great end of life is not knowledge, but action.
Admiral Hyman G. Rickover, often called the Father of the Nuclear Navy.
Man has a large capacity for effort. In fact it is so much greater than we think it is that few ever reach this capacity.
We should value the faculty of knowing what we ought to do and having the will to do it.
Knowing is easy; it is the doing that is difficult.
@xagreat@realDonaldTrump There is no reason to bomb Iran also.
And questions, how much time left to end Ukraine war since promised "I will end the war in Ukraine in 24 hours." - D. J. Trump?
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes, she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.
Worth more than any paid course you'll find on building agents.
Watch this and bookmark
Anthropic just released a free 4-hour course
On using Claude like their own engineers:
00:15 - Prompt Claude the right way
33:21 - Why Claude struggles with code
01:33:39 - Anthropic's daily workflow
02:50:56 - The tweak that makes Claude much smarter
This free course is worth more than most AI engineering tutorials
Bookmark and watch it today
Then read the guide below
1/1 This codebase will outlive you. Every shortcut you take becomes
someone else's burden. Every hack compounds into technical debt
that slows the whole team down.
U r not just writing code. You are shaping the future of this
project. The patterns you establish will be copied.