Everyone's talking about agent loops..
But I don't see many people talking about the quality of code these loops produce.
The best loop I have found is simple:
Codex writes the spec and code.
Claude Code reviews it.
Codex fixes the findings.
Claude reviews again.
Rinse and repeat until the review comes back clean.
Different models checking each other’s work catches more bugs than either one working alone.
No more copy pasting between apps.
It runs through the CLI and keeps a full audit trail.
Specs, implementation plans, draft PRs, review rounds, fixes, and final status all get saved on disk.
And it stops before merge, so you still make the final call.
Now you agents can run for longer, with a second model checking its work before it hits main.
🚨 Warren Buffett just issued the most serious warning of his career
The man is 95 years old.
He’s lived through every major crisis of the last 60 years.
He just said:
“We’ve never had people in a more gambling mood than now”
He called the stock market “a church with a casino attached”
Berkshire is now sitting on nearly $400 billion in cash.
The largest cash pile any company has ever held.
This is the same man who raised cash before 2008.
The same man who told everyone to be greedy when others are fearful.
He’s not greedy right now.
He’s the most cautious he’s ever been.
The man who built one of the greatest fortunes in history is telling you the market has become a casino.
Most people will ignore him, a few will listen.
History usually rewards the few.
Every new move I make in the market gets posted on @InTheAssembly before anywhere else.
Follow them right now or you will regret it later.
Extremely weird to be almost three full years removed from the bear market bottom and have people talking like we just need to be patient and that the real move hasn't started yet. Bros, respectfully, what the actual fuck are you talking about? lol
To conclude this wild week, with the most tweets I've ever done in one week on X in history...
Here is a 31-minute video to finish the week with a Grand Finale.
I'm in 50% cash, and I've outlined why I made that difficult decision.
From $1,000 to $1,000,000: A Guide to Strategic Compounding📕
This guide will explore the fundamental principles of compounding gains while simultaneously minimizing losses, a crucial skill for long-term success in trading.
In this comprehensive thread, I will present and detail the 12 entry models that I personally used on a daily basis. These strategies were key to my journey as a spot markets day trader, enabling me to grow my initial capital to over one million dollars, all without the use of leverage or exposure to high-risk, volatile assets🧵
Just got our first tariff bill. We imported $167k of floodlights and then paid $255k in tariffs. That’s more than any of our founders were paid last year. 😅😅😅