SOMEONE LEAKED THE PROMPT TO CREATE TRADING AGENTS. YOU PASTE IT INTO CLAUDE CODE AND IT SETS UP THE BOT WHILE YOU GRAB A COFFEE.
No programming required. Just paste. A single prompt does it all:
Time required: 1 minute
Actions: copy and paste into Claude Code
The mistake that wipes out the accounts of 99% of traders with bots: they use the same strategy for everything.
But the market isn't the same on a quiet Tuesday as it is in the middle of a crash
1. Read the market like a quant: detect if it's calm, sideways, jittery or in freefall and switch strategies for each one
2. Handbrake: maximum drawdown of 15% and a kill switch that's checked before EVERY order
3. Test before touching the money: backtest the strategy period by period with real data and refuse to trade if it doesn't beat the market
4. Night shift: while you sleep, it analyzes what went wrong and leaves ready improvements. You decide if they're applied
5. Zero code: you paste, fill in your data and Claude handles the rest
Before, this meant a team of PhDs, mathematicians, thousands of lines of code and weeks of work.
Now it's just Ctrl+V.
Save it before they delete it.
That SIDE ABS line is RARE. Most people don't even train it. ๐ฅ
This move hits your obliques + lower abs like NOTHING else.
*Do 15 reps each side. 3 rounds. Daily.*
In 2 weeks you'll see the line.
In 30 days you'll see the definition.
โCan I ask my husband to accept the person Iโve been seeing on the side?โ
He gave her 15 years of pure devotion, and she still brought the side dude into their marriage.
Watch this emotional video all the way to the end. ๐
Why do people do this to the ones who love them the most?
What do you think? ๐๐พ
C & Q โ๏ธ๐พ
๐ณ๐๐๐ ๐ ๐๐ ๐โ๐ ๐๐๐๐๐ ๐๐ - ๐๐ ๐๐๐๐๐๐ ๐๐. ๐ฎ๐๐๐๐ ๐๐๐๐ ๐๐๐๐๐ ๐ ๐๐๐๐.
๐ฉ๐ถ๐ฏ๐ฒ ๐ฐ๐ผ๐ฑ๐ฒ๐ฟ๐, if youโre building a fintech app, tell your AI this ๐๐๐๐ข๐ฅ๐ you even think about deployment:
๐ฆ๐๐๐จ๐ฅ๐ ๐ง๐๐ ๐ ๐ข๐ก๐๐ฌ ๐๐๐ข๐ช
โข Never use floating-point numbers for money. Use integer minor units or a proper decimal type.
โข Use a proper ledger for every movement of money. Donโt make one mutable balance field your only source of truth.
โข Make every money-moving request ๐ถ๐ฑ๐ฒ๐บ๐ฝ๐ผ๐๐ฒ๐ป๐ so retries, double-clicks or network issues cannot create duplicate transactions.
โข Handle concurrency properly so two withdrawals hitting the same account at the same time cannot spend the same money twice.
โข Verify webhook signatures and safely handle duplicate, delayed, replayed and out-of-order webhooks.
โข Never trust the frontend to tell you a payment succeeded. Verify it server-side with the payment provider.
โข Enforce authorization server-side on every account, transaction and resource.
โข Keep API keys, database credentials and other secrets out of the frontend and your repo.
โข Add rate limits and sensible transaction limits to login, OTP, transfers, withdrawals and other sensitive operations.
โข Keep an audit trail of important financial actions without logging passwords, tokens or sensitive payment data.
โข Add reconciliation so your ledger can be compared against the payment provider or bank and discrepancies can be detected.
โข Design transactions so timeouts, crashes and failed dependencies cannot leave money in an unknown state.
Then tell it:
๐๐ฐ๐ธ ๐ธ๐ณ๐ช๐ต๐ฆ ๐ข๐ถ๐ต๐ฐ๐ฎ๐ข๐ต๐ฆ๐ฅ ๐ต๐ฆ๐ด๐ต๐ด ๐ต๐ฉ๐ข๐ต ๐ข๐ค๐ต๐ช๐ท๐ฆ๐ญ๐บ ๐ต๐ณ๐บ ๐ต๐ฐ ๐ฃ๐ณ๐ฆ๐ข๐ฌ ๐ฆ๐ท๐ฆ๐ณ๐บ ๐ฐ๐ฏ๐ฆ ๐ฐ๐ง ๐ต๐ฉ๐ฆ๐ด๐ฆ ๐ข๐ด๐ด๐ถ๐ฎ๐ฑ๐ต๐ช๐ฐ๐ฏ๐ด.
๐ก๐ข๐ช ๐ง๐ฅ๐ฌ ๐ง๐ข ๐๐ฅ๐๐๐ ๐๐ง
โ Send the same transfer 10 times.
โ Send 20 withdrawals against the same balance simultaneously.
โ Send the same webhook repeatedly.
โ Send a webhook with a fake signature.
โ Send webhooks out of order.
โ Kill a worker halfway through processing.
โ Simulate the payment provider timing out after taking the money.
โ Simulate the database failing halfway through a transaction.
โ Log in as User A and try accessing User Bโs transactions.
โ Test โฆ0, negative values, absurdly large values and malformed amounts.
โ Retry requests after timeouts.
โ Restart the application while a transaction is processing.
Then reconcile your ledger against the provider and make sure ๐ฒ๐๐ฒ๐ฟ๐ โฆ๐ญ is exactly where it should be.
๐๐๐๐ข๐ฅ๐ ๐ฅ๐๐๐ ๐ ๐ข๐ก๐๐ฌ ๐ง๐ข๐จ๐๐๐๐ฆ ๐๐ง
Run dependency, secret, static and API security scans.
Test everything with your payment providerโs sandbox/staging environment.
Set up monitoring and alerts for abnormal transactions.
Get someone who actually understands security to review the critical flows.
And if youโre handling card data or operating an actual financial product, understand the PCI and regulatory requirements that apply to what youโre building.
๐๐๐ฆ๐ง ๐ง๐๐๐ก๐:
Donโt ask:
๐๐ญ๐ข๐ถ๐ฅ๐ฆ, ๐ช๐ด ๐ฎ๐บ ๐ข๐ฑ๐ฑ ๐ด๐ฆ๐ค๐ถ๐ณ๐ฆ?
Ask it to prove specific properties, then try to break those properties yourself.
If one duplicate request, race condition or failed dependency can make โฆ1 ๐ฎ๐ฝ๐ฝ๐ฒ๐ฎ๐ฟ, ๐ฑ๐ถ๐๐ฎ๐ฝ๐ฝ๐ฒ๐ฎ๐ฟ or ๐บ๐ผ๐๐ฒ ๐๐๐ถ๐ฐ๐ฒ, youโre not ready to deploy.
She put her husband through law school,raised his 4 kids and stood by him for 17 years
He became a $1M a year attorney and left her for a woman in her 20s
In the divorce,Betty Broderick got an ocean-view house and $16,000 a month. Most people would take it and move on
Instead,in 1989,she let herself into their San Diego mansion,walked into the bedroom and fired five shots Dan and his new wife Linda were both killed
Her own daughter testified against her
From prison,she was asked if she felt remorse. Her answer:
"I feel such terrible remorse for what we've all been through"
Not for killing two people. For what "we" went through
To the end, she saw herself as the victim:
"I never did anything to him to incur all that hate"
A wife pushed to the edge or a cold-blooded killer? ๐
๐จ CHINA JUST OPEN SOURCED AN OCR THAT EATS 100 PAGE PDFS IN ONE PASS
Itโs called Unlimited OCR. Only 3B params. Runs locally.
Every other OCR tool chops your doc into pages and loses the thread. This one reads the whole thing in one continuous pass.
โ One shot full context parsing (32K context window)
โ Multilingual out of the box
โ 93% on the standard parsing benchmark (6 points over baseline)
โ Under 0.11 error rate past 40 pages
โ Runs 100% locally on your own hardware
โ Works with Transformers, vLLM, SGLang, Docker, Ollama, llama.cpp
Traditional cloud OCR (Textract, Google Vision, Azure Doc Intelligence) costs $1.50 to $15 per 1,000 pages.
This runs on your machine. For free. Forever.
Baidu built it explicitly to push DeepSeek OCR one step further. Already at 1.9M downloads on Hugging Face and most people have no idea it exists yet.
100% open source.