Don Wilson

👨‍💻 Revenue management expert
🚀 Helping startups and SMBs 10X their growth
💰 Generated over $1 Billion (with a B) additional revenues for clients

[Don Wilson @RealDonWilson]

I thoroughly enjoyed being a guest on the https://t.co/ZqBtma27Qz podcast, hosted by John Norkus. I shared a number of stories and insights from 30+ years in dynamic pricing and revenue management systems. https://t.co/UUec6CKnVy

[Don Wilson @RealDonWilson]

@ElizabethA77617 @james_bonds0 G

[Don Wilson @RealDonWilson]

@AndrewBolis Money

[Don Wilson @RealDonWilson]

@Bitcoinprof0637 BTC

[Don Wilson @RealDonWilson]

@ZayvenKnox Claude

[ZAYVEN KNOX @ZayvenKnox]

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen

I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling.

"That's not a normal trading app. What's it actually running on"

I told him. Claude Code. Four repos. $25 a month.

He sat down without asking.

"I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges"

Not just edges. Wallets.

86 million trades. Every wallet. Every entry. Every exit.

"You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them"

He said it slowly. Like he was writing the threat model in his head.

One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50.

Claude scanned 14,000 wallets in 4 minutes. Returned 47.

The top 20 made more than the bottom 13,000 combined.

"That's not a stat. That's a hit list"

Exactly.

"And you didn't write the scoring function"

Claude did. I just wired it into an if-statement.

Then I showed him the second repo.

Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes.

Gap. Depth. Resolution window.

487 markets become 35 before a dollar moves.

93% killed before I even see them.

A green fill landed on the screen. +$84.

He watched it hit.

"How does it decide to actually enter"

Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade.

Consensus filter alone killed 40% of losing trades.

"And the exits?"

The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately.

My bot cuts at 85% of expected move or on a 3x volume spike.

"You built a whale copy bot that exits before the whales"

Yeah.

He put his espresso down.

"How often does it trade"

10 a day on average. Most of them skipped before I look up from my coffee.

My setup:
Claude API - $20/mo
VPS in Germany - $5/mo
poly_data - free
polymarket-cli - free
Polymarket/agents - free

$200 seed. 27 days ago. $14,300 now.

Copytrade here: https://t.co/zDXGamMWw0…

271 trades. 74% win rate. Sharpe 2.47.

I haven't touched it in 27 days.

He stared at the screen for a long time.

"This is literally what our red team simulates. Except you actually shipped it"

He emailed me the next morning.

"Any chance you'd take a call with our policy lead"

I told him the article is the call. Read it twice.

Too late to gatekeep.

You only need Claude + laptop + 1 hour/day.

Giving This Free for 24 hours. To get it:

1. Comment the word 'Claude'
2. Like and Retweet this post
3. Follow me @ZayvenKnox [so i can dm you]

[Don Wilson @RealDonWilson]

@TommiPedruzzi Send

[Don Wilson @RealDonWilson]

@crypto_king34 ripple

[Don Wilson @RealDonWilson]

@VikramVerm25510 Wow, you too? I just saw this identical post from someone else!

[Don Wilson @RealDonWilson]

@vulturetrades Ok

[Don Wilson @RealDonWilson]

@jemi5190 @sporsho_AI Is any of this still valid? Maybe it once was, but surely they've closed the loopholes

[Don Wilson @RealDonWilson]

Is any of this still valid?

[jemi @jemi5190]

HOW TO TURN $15K INTO $1.1 MILLION IN JUST 20 DAYS WITH A KILLER ARBITRAGE BOT

A sophisticated Claude-powered bot took a starting deposit and scaled it all the way up to $1.1 million.

It crushed the 5-minute and 15-min markets on Polymarket using a rock-solid strategy built on:

- Mispricing detection formula.
- Expected value calculation.
- Kelly Criterion position sizing.

The flow is simple and deadly effective:
mispricing spotted -> EV calculated -> Kelly sizing applied -> position entered.

Results speak louder than words:

> 25,123 trades executed
> 83.9% win rate
> +$1.1M pure profit
> Biggest single win: $33K

You only need Claude + Device + 1 hour/day.

Giving This Free for 24 hours. To get it:

1. Comment What Ever you think about it. ( Mandatory )
2. Like and Retweet this post
3. Follow me @jemi5190 (so i can DM you)

[Don Wilson @RealDonWilson]

Sounds like BS - anybody get recent Intel?

[Himanshu Kumar @codewithimanshu]

I lost my job yesterday.

Rent was due. No backup plan.

Then I remembered I still had Claude.

Claude scanned 10,000 Polymarket wallets while I slept.

Built an autonomous agent that trades 24/7.
94 trades. Zero input. Pure edge.

I'm giving away the exact setup free for 24 hours.

To get it:
1. Comment 'CLAUDE'
2. Like and Retweet this post
3. Follow @codewithimanshu (so I can DM you)

You only need Claude + laptop + 1 hour to deploy.

What it does:

→ Analyzes top Polymarket wallets from last 90 days
→ Cross-references win rates, position sizing, entry timing
→ Isolates 7 traders whose edge is repeatable
→ Builds agent that reads live news and maps to markets
→ Detects mispricing across outcomes
→ Exploits arbitrage windows
→ Sizes every position using Kelly criterion

Not a script. Not an if-then bot.

An agent that processes information asymmetry at machine speed.

I deployed it at 11:47 PM. Closed the laptop.

Woke up to $4,237 from $25 seed capital.

Wall Street pays millions for this infrastructure.

You pay $20/month for Claude.

The opportunity window:

→ Polymarket still has inefficient pricing
→ Most retail traders react to news manually
→ AI agents exploit the 15-180 second lag
→ Window closes when everyone runs similar systems

This edge exists right now. It won't in 12 months.

Save this post. Deploy the agent this weekend. Start with $25. Scale on evidence.

You Must Follow me @codewithimanshu so I can send you the setup guide in DM.

[Don Wilson @RealDonWilson]

@codewithimanshu Claude

[Don Wilson @RealDonWilson]

@levikov slave

[Don Wilson @RealDonWilson]

@AndrewBolis RIP RIP posts.

[Don Wilson @RealDonWilson]

@aussiExau @KhalidAlNumi What blue chip art could you buy in 20 minutes?

[Don Wilson @RealDonWilson]

@smith57823 @KhalidAlNumi Great ideas but not enough time. No hospital could move that fast.

[Don Wilson @RealDonWilson]

@KhalidAlNumi 20 minutes is the constraint. You can't buy land, not enough time. If you already have a seasoned brokerage or crypto acct, you may be able to buy a low-cost index fund or BTC. Either way, just time to buy one thing. Reallocate later. If it works, tithe a % to charity.

[Don Wilson @RealDonWilson]

@jaysmith_ai Money

[Don Wilson @RealDonWilson]

@AndrewBolis Copy