No one alerted me at 40. So I'm alerting you.
(Bookmark, take notes, tell your friends)
1. When you turn 40 you'll see the difference between those who took risks and those who didn't.
Warned you before:
2025 Tariffgeddon Correction.
2026 Iran Correction.
2026 $QQQ Correction.
And each time…
The Williams %R helped identify when panic was reaching an extreme.
It isn’t magic. It won’t call every top or bottom.
But over time, it’s become one of the most valuable tools I’ve found for separating fear from opportunity.
That’s exactly why I continue teaching it.
My job isn’t to predict every correction.
My job is to help you navigate them without letting emotion make the decisions.
China open-sourced a fully local memory system that gives any AI agent human-like long-term recall.
No cloud. No API bills. No flat vector piles.
- 61.38% fewer tokens per session
- 76% persona accuracy (up from 48%)
- 51.52% higher task success rate
- works with any agent
100% Open Source.
This is a tremendous compilation of stories from @MidwesternDoc. Bookmark this one and send it to your friends and family that still have their minds trapped in the cult.
THIS IS HOW YOU WILL RETIRE IN THE NEXT 5-10 YEARS
I’ll be focused on where capital flows next.
Here’s how I believe the AI buildout evolves:
2026–2027: AI Infrastructure
AI demand accelerates.
Capital pours into the companies building the foundation.
• AI Compute: $NVDA $AMD $AVGO $MRVL
• Memory: $MU $SNDK $WDC
• AI Infrastructure: $VRT $SMCI $NBIS $IREN
2028–2030: Power & Grid
AI becomes an energy problem.
The world races to expand power generation, modernize the grid, and secure critical materials.
• Power Infrastructure: $VRT $ETN $PWR $HUBB
• Battery Materials: $ALB $SQM
• Copper/Grid: $FCX $TECK $SCCO
• Rare Earths: $MP $CRML $USAR
• Nuclear: $CCJ $UUUU $SMR $OKLO
2030+: Physical AI
Intelligence moves into the real world.
Robotics, autonomous systems, defense technology, and space become the next major investment themes.
• Robotics: $TSLA $SYM
• Autonomous Mobility: $ACHR $JOBY
• Defense: $LMT $NOC $KTOS $AVAV
• Space Economy: $RKLB $ASTS $LUNR $PL
Vibe coders are getting sued.
People are shipping apps with real users and skipping the boring stuff that kills them.
A 20+ year dev shared the pre-launch checklist every AI builder needs.
I added what I learned after shipping 60+ apps at the agency.
Don't skip this:
1. Protect yourself, not just your app. The moment you collect user data you're in legal territory (GDPR, CCPA). Have a privacy policy. Know where user data lives.
2. Row Level Security. Without RLS, anyone can open DevTools and read your entire database. Supabase → Auth → Policies. Zero policies means your app is naked. 5 min to fix.
3. Test the failure path, not just the happy path. Wrong password 5x. Reset for an email that doesn't exist. Verification link clicked twice. Signup with an existing email. Catches 80% of auth bugs.
4. Security baseline in 2 min. Prompt your AI: "Review my app as a security specialist and make sure I have strong security headers and a solid baseline security posture."
5. OWASP. Prompt: "Review my app against OWASP standards and highlight vulnerabilities." This is where SQL injection, XSS and auth bugs actually get caught.
6. Client-side validation is UX, not security. Attackers disable JS and hit your API directly. Validate again on the server. Every time.
7. AI code leaks data in 3 spots: .env values in the frontend, API responses returning too much, secrets in logs. Prompt: "Check my app for credential or sensitive data leaks in frontend or API routes."
8. API keys in the frontend means game over. If it's in the browser, assume it's already taken. Move it server-side or proxy it.
9. Rate limits before someone burns your API bill. Cap every endpoint hitting a paid API. I've watched a Supabase bill jump from $20 to $200 in a day.
10. CAPTCHA on public forms (Cloudflare Turnstile is free) plus CORS locked to your domain. 10 min, kills bot floods.
11. Error messages that don't leak. "User not found", not "SELECT * FROM users failed". Log full errors server-side, show users generic messages.
Build fast. Just don't ship naked.
(full breakdown in my article below)
Mexicans are protesting illegal immigrants: “We don’t want you here.”
Interesting how every country has the right to enforce its borders except the US.
this guy just dropped a library of 25 INSANE loops for Fable 5
> automations for marketing, sales, research, coding…
> every one documented, flow mapped, prompt ready
> each paired with the exact tool to run it and the goal it hits
plus it's free... all you do is send these screenshots to Claude:
Fable 5 + Goose Ads is insane – literally a full ad-creative team right in Claude Code.
1. Install the skill:
npx gooseworks install --all
npx gooseworks login
2. Ask Claude Fable to make ads for your brand.
/goose-ads create ads for my brand <your-website>.
Fable 5 pulls the ads already winning in your space and rebuilds them on-brand – your product, your palette, your copy – a whole batch, ready to test.
It can ship a month of creative testing in a single prompt.
This is also possible with Opus and Sonnet, but Fable's brand research is next level.
Link below.
This is an insane Fable 5 UI/UX hack.
This "Taste" skill completely kills generic AI-slop and gives Fable 5 the tools & instructions needed to ship beautiful design.
This might just be the best AI skill I've ever used.
https://t.co/XVQ6JpjYCy
🚨 BREAKING: Claude can now build you an ULTRA-PREMIUM website in just 30 minutes.
Completely FREE.
Here are 8 prompts to help you BUILD YOUR DREAM WEBSITE:
Anthropic engineer:
"You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day."
In 45 minutes he shows exactly how to do it from scratch, step by step.
Most people are still doing all of this by hand.
Watch the session, then save the guide below.
after 9/11 the CIA built a team whose only job was to find holes in their own thinking. they called it the Red Cell.
the playbook they used is now public. 40 pages. free. almost nobody reads it.
I turned their 4 best techniques into 4 prompts you paste into Claude:
→ prompt 1: what hidden assumptions is my plan built on?
→ prompt 2: it's 18 months later and my idea failed. walk me through what went wrong.
→ prompt 3: a competitor with $100M wants to crush me in 90 days. what's their plan?
→ prompt 4: write the 1-star review from the customer who felt cheated.
30 minutes. your idea either dies here or comes out stronger. both save you 6 months.
all 4 prompts are in this article. try them on your next big decision. before reality tries it for you.
An ex-Google engineer runs a $50,000 marketing team for $500
he does it by spinning up 40 AI agents at once, each handling a piece of the work
his bet is that soon we'll all have hundreds of agents grinding for us in parallel
he broke the whole build down in a 15-minute masterclass, going from blank screen to a working agentic system
no $500 course needed, just the actual setup
that's the same idea behind the 40 Opus 4.8 workflows I put together, the kind you wire up once and let run while you sleep
bookmark this if you want to start with one and scale to forty
🚨 BREAKING: Claude has a feature called Reading & Learning Mode. You can use it to learn anything faster than 99% of people. Here are 5 prompts to access it:
Jacob Bank, former Google product lead:
"I built up this team of 40 AI marketing agents to work with me. I'm the only marketing person."
In a 15-minute talk, he shows what one person with the right setup now runs alone.
Forty agents. One human. His AI bill is $500 a month, against the $50,000 a human team would cost.
That's the math quietly minting the first solo fortunes of the AI era.
Watch the talk, then read the piece below.
Bookmark this one.