3/9/2026
Placing a prediction on record.
Cloud data is sold as three things: databases, analytics, storage.
In 2-3 years, agents will be the primary consumers of all three — and they'll call it one thing: memory.
Data is Memory. The primitives exist. The narrative doesn't.
In the beginning, the seeker seeks and does not finds answers. Only questions, the question allow the seeker to ask the right questions in order to find the knowledge that he seeks. We the Seekers, seek Edge. Now is the time to push funded edge. Payout edge.
Say this to yourself today:
“I cannot undo what I did. I can become the person who never does it again.”
That is the only useful way through mistakes. You are wrecked because you still have a conscience. Now let that conscience build a hard boundary.
There is an old laptop in your closet.
Gathering dust. Dead battery. Slow processor. You keep it because you feel guilty throwing it away.
That laptop can replace every cloud subscription you pay for.
- Netflix
- Google
- Dropbox
- 1Password
That is $42 a month. $504 a year. To rent things you used to own.
The old laptop in your closet could do all of it.
Now meet CasaOS.
A free and open source system that turns any old laptop, Raspberry Pi, or mini PC into your own personal cloud.
You run one command. In 30 minutes, the laptop becomes a server. You open it from your phone, your TV, your work computer, anywhere in the world.
Then you pick the apps you want from a built-in store. One click each.
- Jellyfin to replace Netflix. Stream every movie and show you own.
- Immich to replace Google Photos. Faces and search included.
- Nextcloud to replace Dropbox. Sync every file across every device.
- Vaultwarden to replace 1Password. All your passwords, your keys.
- Syncthing to keep files in sync across every device, no cloud.
- Home Assistant to control every smart device in your home.
- AdGuard to block ads on every device on your wifi.
Setting up a home server the old way took an entire weekend. Install Linux. Learn Docker. Write config files. Set up storage. Fix errors. Look up every app one by one.
CasaOS does all of that for you. No code. No config files. No Linux skills. You see icons on a screen. You click them.
34,116 stars on GitHub. Apache 2.0. Free forever.
Built by a small team starting September 2021. Runs on Raspberry Pi, Intel NUC, old laptops, and most home servers. Over 100,000 Docker apps can be installed.
A new Raspberry Pi costs $50. The old laptop in your closet costs $0. It already works. It is already in your house.
Netflix charges every month. CasaOS doesn't.
Google charges every month. CasaOS doesn't.
Dropbox charges every month. CasaOS doesn't.
1Password charges every month. CasaOS doesn't.
Here is the wild part.
The laptop you forgot about is more powerful than the web server that ran most websites in 2008.
It is sitting in a drawer. It costs you nothing. It already works.
One command. Thirty minutes. Five hundred dollars a year back in your pocket.
Your files. Your photos. Your movies. Your home.
Your closet just became a data center.
Market Wizard Linda Raschke’s 12 Technical Trading Rules:
1. Buy the first pullback after a new high. Sell the first rally after a new low.
2. Afternoon strength or weakness should have follow through the next day.
3. The best trading reversals occur in the morning, not the afternoon.
4. The larger the market gaps, the greater the odds of continuation and a trend.
5. The way the market trades around the previous day’s high or low is a good indicator of the market’s technical strength or weakness.
6. The previous day’s high and low are two very important “pivot” points, for this was the definitive point where buyers or sellers came in the day before. Look for the market to either test and reverse off these points, or push through and show signs of continuation.
7. The last hour often tells the truth about how strong a trend truly is. “Smart” money shows their hand in the last hour, continuing to mark positions in their favor. As long as a market is having consecutive strong closes, look for up-trend to continue. The up trend is most likely to end when there is a morning rally first, followed by a weak close.
8. High volume on the close implies continuity the next morning in the direction of the last half-hour. In a strongly trending market, look for resumption of the trend in the last hour.
9. The first hour’s range establishes the framework for the rest of the trading day.
10. A greater percentage of the day’s range occurs in the first hour then was the case in the past, and thus it has become increasingly important to trade aggressively if there are early signs of a strong trend for the day.
11. There are four basic principles of price behavior which have held up over time. Confidence that a type of price action is a true principle is what allows a trader to develop a systematic approach.
My friend applied to 200 tech jobs in two years. No CS degree. No callbacks.
Last month Anthropic offered him $750,000.
All because of one Stanford lecture. Free on YouTube. One hour.
A professor explains how ChatGPT actually works. Not the Twitter version. The real one.
He watched it in bed. Paused it eleven times. After that hour he told me something I didn't believe. "It's embarrassingly simple."
Three days later he applied to Anthropic.
Every single question they asked him, he knew from that video.
My girlfriend asked why I was smiling at my phone at 3AM.
I lost my job last week.
Rent due in 4 days.
No backup plan.
Then I found a 33-year-old nerd who turned $1,000 into $946,207 trading Bitcoin with a trick he stole from hurricane forecasts.
No finance degree. No trading desk. Just a method every meteorologist uses and every trader ignores.
The method: meteorologists never forecast tomorrow with a single model. They run 31 and count the votes. He applied that exact framework to Bitcoin.
Built a Claude agent that reads every 5-minute BTC candle and feeds it into MiroFish simulator running 31 parallel prediction paths.
Trade only fires when 28 out of 31 models agree.
Below 26 votes? Trade dies instantly.
The agent moves faster than any human trading desk:
→ Collects market data 24/7 without breaks
→ Runs continuous simulations inside MiroFish engine
→ Operates fully autonomous with zero manual input
→ Every trade executes only when consensus hits threshold
→ Every dollar captured is pure market inefficiency exploit
That is the entire edge.
Not prediction. Consensus.
Position sizing follows Kelly criterion. Signal fires or it does not. Most signals fail the vote count, so the system stays flat most days.
He spent years learning that certainty is a scam and consensus is the only edge that matters.
You only need Claude + device + 1 hour per day.
Giving this free for 24 hours.
To get it:
1. Comment the word Claude
2. Like and retweet this
3. Follow me @codewithimanshu so I can DM you
Save this post. Build the consensus system this week. Start with $200. Scale on evidence.
Este es el inmunólogo más famoso del mundo. Vivió 108 años, y cuando le preguntaron por el secreto de su longevidad, dijo que no se debía a la comida, ni a una dieta saludable, ni siquiera a un bajo nivel de estrés. Y cuando le preguntaron por el secreto de la longevidad, respondió con una sola palabra.
Your brain rewires through:
Cue → Action → Outcome → Reinforcement
So if you want change, you need to control the cue and the action.
Not motivation. Not inspiration.