
Aaron Duran
147 posts

Aaron Duran
@Aduran300
To Thine Own Self Be True
Fort Worth, TX Katılım Eylül 2009
327 Takip Edilen167 Takipçiler

I spent 10 years on the other side of diesel fuel deal negotiations with Pilot. Now I audit them for carriers. The patterns I see in 90% of deals: 1. Base discount is fine, hidden clauses aren’t 2. Rebate breakpoint set just above your annual volume 3. Compliance percentages that void earned rebates 4. Site-specific overrides that don’t actually save you anything 5. DEF pricing hidden in a different section 6. Auto-renewal clauses that lock you in 2 more years 7. ‘Retail minus’ that isn’t actually retail. Most fleet owners trust their rep. Most reps work for the network, not you. DM if you want me to read your contract.
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Aaron Duran retweetledi

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: t.me/KreoPolyBot?st…
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
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You can earn $3,000 by the end of June 2026 if you have Claude, a laptop, and 60 mins daily.
Normally, this training sells for $199, but today you get it 100% FREE.
Like + reply 'Guide' and I'll send you my full training for FREE.
Must follow me to get the training in DM.
FREE for 48 hours only.

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@TheoVon For me, Theo started a movement. I saw you in LA pre-Covid. 🧢
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Aaron Duran retweetledi

Before the second major of the year, let's do a quick giveaway. RT and follow for your chance to win!
✍️ @JustinRose99
✍️ Cameron Young
✍️ @Samburns66
✍️ Ryan Gerard
Winner will be selected at 12 pm ET on Thursday, May 14.

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@ChampRDS @engageind My thoughts exactly. I watch Van just smooth those punches in. Then we watch Strickland do the same shit. Fighting through a bloody faces. These two fights were 🔥 imo
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Aaron Duran retweetledi


@alienmilian Get deals direct with Loves or Pilot. Their direct bill program covers transaction fee.
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The White House Correspondents Dinner is going to be 🔥
What if…. He mentions #XRP? Or @bgarlinghouse is there.
Or at least roast Obama…
Tuned in.
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If XRP rockets, and we have a bunch of rich anons, lets all build retro stuff, for the kids and not allow cellphones in.
Gen X Talks@GenXTalks1
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🚨⛳️🗣️ #DISCUSSION: Without telling us your handicap, what's a line you say at least 20 times every round?

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@liz_churchill10 Raised four healthy & strong kids on raw milk. Buy 5 gallons per week. Try it with some maple syrup.
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