James Whitley

Still an expat at heart. Finance, home services, family, pups, Greek Orthodox.

[James Whitley @thejameswhitley]

@rledbetterCPA You don’t need a frontier, Fable-class model for largely rule and precedent driven tasks. I’m a former Fortune 500 finance exec and in the process of automating my accounting / tax function at my small business. Happy to chat.

[James Whitley @thejameswhitley]

@rledbetterCPA Have you looked into small open weight models you could run locally? Then no client data is being sent even off your hard drive, let alone a cloud.

[James Whitley @thejameswhitley]

@JTPellsCPA In the process and I’ll let you know. So far I’ve replaced everything in QBO that I use as a small business. Running concurrent books for a couple months to make sure. But I also have a BP&A/Reporting/Treasury/CapMkts background in Fortune 500. Not as easy as just vibe coding it

[James Whitley @thejameswhitley]

@jonnajarian The Gen Z-ers who listen to him now had no idea what I was talking about when I told them this existed 20 years ago

[James Whitley @thejameswhitley]

@jonnajarian Also this https://t.co/8hNnNxAnMk

[James Whitley @thejameswhitley]

@walt_russell02 You are correct sir. Even better are the market gurus who will take your money to do it for you.

[James Whitley @thejameswhitley]

@edo_lunardi @Cloudflare @rauchg Did it too. Amazing performance and AI visibility.

[James Whitley @thejameswhitley]

@elonmusk I just built my own accounting software to ditch QBO. As a career finance person, getting this has been a long time coming. Let’s focus on decision making, and let SI takes the rules-based stuff.

[James Whitley @thejameswhitley]

@TakeThatNurses @odoacer493 Last few weeks? Good luck. I get around 40 a day for the last year. No way to stop it. Considering a lawsuit for mental anguish?

[James Whitley @thejameswhitley]

@BigDemoPrez The struggle is real. Also 3+ years in and facing the same misses and obstacles. Financially a terrible move for me so far to have left Fortune 100. But the story’s not over and big things are in the works. Sticking with it

[James Whitley @thejameswhitley]

@matthias_mrc Write. I know…I’m comparing good writers to models…the average Luddite gets blown away by a model. But actual creativity is still glaringly not there.

[James Whitley @thejameswhitley]

@danellisona Schrödinger says maybe they’re just unliked because you looked at them.

[James Whitley @thejameswhitley]

@pestctrlguy Hey Casey, how did you have a discussion w folks who had been sold the “your business is worth at least 3.5x” line from a broker? Having trouble getting potentials to see that a smaller multiple plus earnout is better than trying to “prep your company” for 3 years. DM me?

[James Whitley @thejameswhitley]

@akoskm I love it

[James Whitley @thejameswhitley]

@WangMarkets $6500 for IVF?

[James Whitley @thejameswhitley]

@piggy1627 $6500 for IVF?

[James Whitley @thejameswhitley]

@Godsfavourite37 @grok Me?

[Luis Enzo @techluisenzo]

It worked.

Gave Claude $20.

Left it coding overnight.

Woke up to:

• finished script
• +$95 from first 5 trades

Didn’t touch anything.
Then I found this wallet:

0xb27b...b82

• $384,858 profit
• 13,070 predictions
• $18.5K biggest win
• Started March 2026

Almost no one is watching it.

While building my script, I copytraded it to test the math.
Started with $80.
→ $4,218 in a few weeks
Every position is identical in structure.

Not trading.
One equation.

Running while you sleep.

Examples:

$17,839 → $36,318 (+103%)
$3,112 → $15,011 (+382%)
$10,676 → $22,178 (+107%)

Here’s the exact framework I gave Claude:

1. Temporal bias
Find BTC time windows with >65% edge.
Ignore everything else.
2. Kelly sizing
Size based on confidence.
Never fixed bets.

f* = (p × b − q) / b

3. Volatility filter
Skip high volatility.
Trade only clean conditions.

4. Bayesian updates

Update probabilities after each trade.
The system improves over time.
Claude built everything while I slept.

Funded it with $20.
First trade fired minutes later.

Copytrade my finds → https://t.co/xh78D7gr1M…

You’re seeing this early.
That window doesn’t stay open.

You only need Claude + Device + 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 @techluisenzo (so i can DM you)

[James Whitley @thejameswhitley]

@techluisenzo Claude

[James Whitley @thejameswhitley]

@spect3ral Meta