Huw Williams

Chartered Surveyor, real estate consultant, commercial and residential sectors, investment and development, MCC cricketer, failed kids soccer coach.

[Kyrox @kyr0stack]

Sam Altman (CEO of OpenAI):

"You don't need to write prompts anymore. You need loops and graphs that write them for you."

In 77 minutes he explains how to use LLMs better than almost anyone does

Prompts → Agents → Loops → Graphs

skip a layer and it comes back as a failure you blame on the model

by the time you find it the week is already gone

that is the whole difference between using AI and having AI work for you

watch it today, then save the full graph engineering guide below ↓

[Huw Williams @Huwey]

@MapleStax Cbc

[Noisy @noisyb0y1]

They built an AI agent in 20 minutes and sold it to Anthropic for $100k - and at Stanford showed how to repeat it from scratch:

02:00 - how to build your first agent with Opus 5 in 20 minutes
22:34 - one agent replaces an Anthropic engineering team worth $200k a year
49:47 - how to make $1.2M a year selling agents to Anthropic and Google

after watching I spent 20 minutes in Claude Code - the agent replaced 10 Anthropic engineers and they paid $100k and asked for more.

save & watch - the article below shows how to build an agent in Claude Code in 20 minutes and reach $1.2M a year.

[Dipanshu Kushwaha @Dipanshu_AI]

INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 2 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and bookmark it now.

[David Marco💡 @David_TornAI]

🚨 BREAKING: ChatGPT can now rewrite AI-generated text like a professional editor — for free.

Use these 7 prompts to make your writing sound more natural, engaging, and human in seconds.

(���� Save this).

[Bojan Radojicic @BojanRadojici10]

🎥 20 YouTube Videos for AI in Finance
The best tutorials, demos, and step-by-step guides from the leading creators in the space.

1. Bojan Radojicic - How to build Finance model 10x Faster with AI
https://t.co/FR77WBzBdB

2. Nicolas Boucher - Top 10 AI Tools For Finance You MUST Know in 2025
https://t.co/2ErPvx4DvE

3. David Fortin, CPA- Microsoft Copilot Full Course For Beginners [2025]
https://t.co/ZmS9y9CKUi

4. Bojan Radojicic - Best AI Tools For Finance: 10X Your Productivity
https://t.co/Hyv5XR7lcF

5. Josh Aharonoff, CPA - AI Accountants Are Here – Should You Be Worried? (QuickBooks AI Agents)
https://t.co/JaSQbmEDFp

6. Bojan Radojicic - How Finance Teams Save 50% Time with Genspark AI (5 Killer Hacks)
https://t.co/sHNDjAlsxT

7. Nicolas Boucher - How I Perform a Financial Analysis With AI in 5 Minutes
https://t.co/fg784COS5s

8. Leila Gharani - Bring ChatGPT INSIDE Excel to Solve ANY Problem Lightning FAST
https://t.co/YeCfcMMdsJ

9. Bojan Radojicic - The FUTURE of FP&A: 7 AI Hacks Your Team MUST Adopt in 2025
https://t.co/ymv6allACf

10. Mynda Treacy - NEW Excel COPILOT Function Will Replace Half of What You Do
https://t.co/sewnv0XoY7

11. Bojan Radojicic - 9 AI Prompts That Will TRANSFORM the Way You Work in Finance Forever
https://t.co/5ysJdmpSg8

12. Josh Aharonoff, CPA - I Built 4 BEAUTIFUL Dashboards with Excel’s Copilot
https://t.co/YepBeAF4CO

13. Nicolas Boucher - How to Use ChatGPT 5 to Build INSANE Financial Models
https://t.co/z6ZHuNNr5a

14. Bojan Radojicic - 10 ChatGPT Practical Tips for Financial Analysts in 2025
https://t.co/uaNchez4Fh

15. David Fortin, CPA - How to Install Copilot in Excel in 2025
https://t.co/aGPexsU0Ay

16. Nicolas Boucher - How to Train Your Finance Team on AI in 30 Days (Full Guide)
https://t.co/G9Pd5CKBcY

17. David Fortin, CPA - How to Build Your First Microsoft Copilot 365 Agent (Step-by-Step Tutorial)
https://t.co/DQwAB6LwvO

18. Leila Gharani - Don’t Use ChatGPT Until You Watch This Video
https://t.co/afk9r5FiW6

19. Christian Wattig - How AI is Changing FP&A (& How to Survive)
https://t.co/4UHUxfUV7Q

20. Mynda Treacy - The Best AI Finance Tool Experts Will Ever Need (Free File)
https://t.co/a3rE6m51rr

[Anjula Dwivedi @HeyAnjula]

🚨 These Claude prompts can save you $5,500+

Most people use AI like a basic chatbot.

But the truth is...
With the right prompts, Claude can replace tools for writing, research, content creation, automation, and more.

That’s easily $5,500+ worth of work and tools.

So I’m sharing something valuable.

🎁 57+ Best Claude Prompts (Copy-Paste Ready)

You can use them to:

• Write viral posts
• Generate content instantly
• Automate boring tasks
• Learn anything faster
• Build AI workflows

⚡ Free for the first 2,000 people only.

After that, the page will be locked.

To get it:

1️⃣ Like this post
2️⃣ Follow me
3️⃣ Comment “PROMPTS”

I’ll send the link to the first 2,000 people.

Move fast. AI rewards the early ones. 🚀

[rari @0xwhrrari]

Jeff Dean just dropped a free 1-hour lecture

On the complete AI engineering stack from 0% to 100%:

0% → 01:45 - Build an LLM from scratch
30% → 17:22 - Use AI models effectively
65% → 30:03 - Engineer better prompts
100% → 52:35 - One human coordinating 100 agents

LLMs → Prompts → Agent Teams → Graphs

This is 27 years of AI at Google compressed into one hour

Taught by the person who lived through it

This lecture is worth more than most paid AI engineering courses

Bookmark and watch it today

Then read how to build agent graphs in the article below

[Nihan @CodebyNihan]

A 19-year-old American student built a trading bot with Claude Code in 2 days.

Used his iPad as a second monitor.

First night: $6,732 profit.
Starting capital: $68.

Total profit so far: $750,000.

Here's how it works:

The bot scans over 50 markets simultaneously.

Syncs live BTC data from Binance every second.

Spots price errors before humans even notice.

The edge is pure speed + pattern recognition.

While traders stare at charts trying to predict the next move, his bot is already executing on mispricing across dozens of markets.

No guessing.
No emotions.
No hesitation.

Just Claude Code logic finding gaps that close in seconds.

He built the entire system in 48 hours:

→ Claude Code handles the trading logic
→ Binance API feeds real-time BTC data
→ iPad displays multi-market monitoring
→ Executes trades when arbitrage windows open

The system runs 24/7.

Every price dislocation = profit opportunity.

Most people are still trading manually, refreshing charts, second-guessing entries.

Meanwhile this 19-year-old engineering student turned $68 into $750K by letting Claude Code do what humans can't: process 50 markets instantly and execute without fear.

Why are people still trading manually?

💡 I'm giving away the exact Claude Code setup for free.

24 hours only.

To get it:

1️⃣ Comment "Fable"
2️⃣ Like and Repost
3️⃣ Follow @CodebyNihan

I'll DM you the complete setup.

[Aariv Khanna @AarivKhanna]

I CANCELED Disney+.
I CANCELED HBO Max.
I CANCELED Apple TV+.

Zero payments of $14.99 per month.

ChatGPT turned my laptop into a 100% free streaming hub.

These are the 8 prompts I used to create the system:

[Ibrahim Khan @Ibrahimifg]

I've been using Claude Cowork for the last couple of weeks and we need to talk about what madness is coming for employees and business owners:

The world has fundamentally changed - this time it is not hyperbole.

A few observations from the trenches:

1. AI dramatically improves quality and increases speed. I'm talking about work that used to take a day now taking 15 minutes. And the output is genuinely better.

2. It enables things that were never possible before. Ingesting multiple data sources - product info, emails, investment portfolios, customer support tickets - parsing it all down and giving actionable recommendations. We couldn't have done that with 10 people a year ago.

3. It will mean a loss of jobs. Or more likely in the medium term, a relative freeze on new hires as the same size team does 5x the work.

4. Engineers, designers, product, and BI are all merging into one. If you can't think architecturally, don't have a good aesthetic, and are too much of a code monkey - I think your career is going to fall off a cliff in 2026.

If your business is larger than 10 and less than 100 people, you're in the sweet spot right now.

Too small and AI doesn't help that much - there isn't enough complexity.

Too large and you're probably going to die because you have too much bureaucracy and won't make decisions about this stuff fast enough.

You need to be using AI for everything as standard. If you're leaving it to "IT" or treating it like a side project, you're dead. It really is as simple as that.

One caveat: security needs to be front-of-mind. Experimental tools leave major gaps for exploitation. This will become a bigger and bigger issue as people open up vastly more of their proprietary and personal data to AI systems.

No one truly knows how this will all end up.

But the world as we have known it is over. And if you're not on Noah's ark, one thing is certain - you will drown.

[winkle. @w1nklerr]

One Polymarket trader showed me that his script makes him $2K a day

Yes, he took OpenClaw and wrote an automated script that generates passive income, and it has already earned him $540K.

He’s not an insider
Not friends with Trump or Musk
He’s just a programmer who wrote a working script

Copytrade → https://t.co/UPSyph2PIU

The strategy of his bot gives him consistent earnings, and he shared it with me.

I opened his wallet expecting to see complicated moves, insider info, or some genius strategy.

But what I saw was the simplest strategy possible.

Full Strategy of the Script

Entry Conditions
High BTC volatility
Market panic / emotional order flow
Combined price of UP + DOWN < $1.00

Setup

Buy UP and DOWN simultaneously in the same 15-minute Bitcoin market.

Example

UP = $0.48
DOWN = $0.46
Total cost = $0.94

Why This Works

One outcome must settle at $1
Panic breaks rational pricing
The market offers arbitrage instead of probabilities

Execution

Buy both UP and DOWN
Hold until market expiry (15 minutes)
Receive $1 payout
Lock in the spread ($0.06)
Repeatability

Execute only during mispricing
Use large position sizes
Repeat frequently when conditions appear

What You Don’t Need

Directional prediction
News analysis
Technical indicators
Core Principle

You are not predicting the market

You are buying its pricing error

Panic = Profit

[AI Panda @AIPandaX]

R.I.P. GOOGLE FLIGHTS IN 2026.
R.I.P. BOOKING COM IN 2026.
R.I.P. SKYSCANNER IN 2026.

$1,190 flight. I paid $149.

Use these 7 prompts before booking your next trip :

[Marry Evan @marryevan999]

I GAVE MY INSTAGRAM TO CLAUDE.
What followed? 30.1M views in 10 days.
No face cam. No trends. No posting daily. Just copy + artificial intelligence.

These 7 prompts took my content from invisible to unavoidable:

[Huw Williams @Huwey]

@ArafatMd93059 Send

[Huw Williams @Huwey]

@WealthEmpireHQ Ai

[Huw Williams @Huwey]

@raunak_yadush Ai

[Huw Williams @Huwey]

@Alexzartarian Course

[Huw Williams @Huwey]

@heynavtoor Ai

[Huw Williams @Huwey]

@Zephyr_hg Chat