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Systems Engineer

[🍀 @mskim_son]

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[Ian Jakovan Dunlap @_masterinvestor]

You lose your edge the moment you start talking about your positions. Go back to executing in silence and watch how fast your profitability returns.

[Jean Jacques Dessalines 🇭🇹🇵🇸🇳🇪🇲🇱🇧🇫🇨🇺 @JeanJacquesDes7]

Princeton PhD & Afro-Latina Dominican historian Dr. Margarita Rosa breaks down the history of our island Haiti & Dominican Republic: Columbus, the Taíno, the Haitian Revolution, & what 1844 was really about.

Full episode on YouTube

The Gadiel del Orbe Show

[Amit @HeyAmit_]

Instead of watching a 2-hour movie, learn how to actually win at life. Professor Jiang breaks it down with game theory:

[Innopro @innopro_]

THIS IS F**KING INSANE.

This guy just LEAKED how to get paid $19,772 from YouTube EVERY month

In just 20 seconds, he shows the workflow, step by step. Totally free.

Idea → Create → Monetize

More details in the article below

Save this, you’ll thank me later

[Mayor. @BIGMayrr]

OpenAI CEO Sam Altman:

“you don’t need to write prompts anymore.”

in a 38-minute lecture for Stanford students, he explains how to use ChatGPT in ways most people never do.

a friend sent me the recording, and after watching it, i realized i was probably using only 15% of what ChatGPT is actually capable of.

if you use AI regularly, save this.

[Dhruv kumar @Dhruvkumar16797]

Don't waste 2 years learning to become an AI agentic engineer in 2026.

Andrew Ng, the godfather of AI, gave the complete playbook to become one from scratch.

1 hour course. Free:

• 00:00 - AI agent basics
• 12:12 - AI Agentic workflows & design patterns
• 53:27 - Practical tips for building AI agents
• 1:20:30 - self-improving AI agent loops
• 1:30:19 - multi-agent AI systems

I watched it last night.

Halfway through, I realized I could get into Anthropic in weeks, not years.

Bookmark now. Watch it. Then build your own AI agent

[RWA Foundation @RWAFoundation_]

1. Stocks will all be tokenized
2. Bonds will all be tokenized
3. Funds will all be tokenized
4. Real estate will be tokenized
5. Private credit will be tokenized
6. Commodities will be tokenized
7. Treasuries will be tokenized
8. Art will be tokenized
9. Collectibles will be tokenized
10. Infrastructure will be tokenized
11. Insurance will be tokenized
12. Company shares will be issued onchain
13. Stablecoins will become the default rails for moving money
14. Every major financial institution will have an onchain product
15. Every major asset manager will have tokenized products
16. Financial markets will trade 24/7
17. Settlement will move from days to seconds
18. Ownership will become programmable
19. Collateral will become composable
20. Assets will move across borders without traditional financial plumbing
21. The distinction between crypto and finance will keep disappearing
22. Tokenized assets will become normal for the average investor
23. Billions of people will eventually interact with tokenized assets without even thinking about it
24. The majority of financial assets will eventually have an onchain representation
25. Tokenization will become so normal that we stop calling it tokenization

[Amit Kumar Pandey @1006_amit7481]

BREAKING NEWS!

The engineer who built Claude Code from scratch just released a 28-minute video that's pure gold: how to write prompts that deliver ridiculously good results.

I've seen $300 courses that don't even come close to what he explains in the first 10 minutes.

CLAUDE.md files, memory shortcuts, parallel sessions, and prompting patterns that almost no one uses...

All in one single video. Completely free. No fluff.

Whether you're a developer, just starting, or have already been using Claude for months, this changes the game for you starting today.

Save. Watch. Share.

[Bitcoin B2B for Freedom @BTC_for_Freedom]

Wow. Epstein explaining how money works:

[Kollege Kidd @KollegeKidd]

Nolan Wells autopsy report confirms signs of blunt force trauma to the back of his head and body

The autopsy says a 12-by-8-inch area of discoloration on the back of Nolan's head was confirmed to be blood from blunt force trauma. It also identified three additional bruises -- two on his lower back and one near his left shoulder blade -- that were not documented in the preliminary autopsy report.

[The Art Of Dialogue @ArtOfDialogue_]

Nancy Grace says the Nolan Wells investigation is not complete and calls the recent grand jury report disturbing as she reveals that, after reading the report, she found out for the first time that there was bruising on Nolan Wells’ head, shoulder, back and buttocks, making it clear that she doesn’t believe the bruising could be attributed to Nolan Wells awkwardly slipping and hitting himself on a boat, as described in the witness testimony.

(🎥Stephen A. Smith/Straight Shooter Media/Youtube)

[nerea @nereasolenne]

GOOGLE HA SOLTADO ALGO QUE NADIE ESPERABA.

Un tutorial de 8 minutos sobre cómo construir tus primeros agentes de IA.

[YourCloudDude | AWS & Python @yourclouddude]

If you can build, secure, monitor, and scale an app on AWS, you’re already ahead.

[YourCloudDude | AWS & Python @yourclouddude]

If I wanted GOD LEVEL Networking skills, I’d practice these 12 traffic flows:

[Anastasis Vasileiadis @Anastasis_King]

🦈🔎 WIRESHARK FILTERS — STOP SEARCHING THROUGH THOUSANDS OF PACKETS

Capturing traffic is easy. Finding the right packet is where the real analysis begins. Wireshark display filters let you isolate specific IPs, ports, protocols, TCP flags and suspicious patterns—turning a wall of network traffic into something you can actually investigate. ⚡

💬 Comment “FILTERS” for the cheat sheet!

#Wireshark #NetworkSecurity #PacketAnalysis #CyberSecurity #CyberKid

[Tone II⚡️ @deshields__]

Ryan Clark about to go on a legendary run.

They done woke the demon up.

🔥

[YourCloudDude | AWS & Python @yourclouddude]

If I wanted to become JOB-READY with Python, I’d build these 6 systems:

[YourCloudDude | AWS & Python @yourclouddude]

10 Networking Concepts You Need Before Learning Cloud

• IP Addressing → identify devices
• Subnets → divide networks
• DNS → map names to IPs
• TCP vs UDP → understand data transfer
• Ports → know where services communicate
• HTTP/HTTPS → understand web traffic
• Routers → move traffic between networks
• Firewalls → control network access
• NAT → connect private networks to the internet
• Load Balancers → distribute traffic

Learn networking first.

Cloud becomes much easier after that.

[YourCloudDude | AWS & Python @yourclouddude]

AWS isn’t hard - you’ve just been learning it backwards.

Start with these first:
• EC2 → run apps
• S3 → store files
• IAM → control access
• Lambda → run code
• RDS → databases
• VPC → networking
• CloudWatch → monitoring

Learn these.
Build 2–3 projects.
Connect the dots.

That’s when AWS finally clicks.

[YourCloudDude | AWS & Python @yourclouddude]

🚀 Python: Zero → Hero

Don’t overthink it — here’s the roadmap that actually works 👇

1️⃣ Basics → syntax, loops, functions
2️⃣ Mini projects → calculator, weather app, file sorter
3️⃣ OOP & modules → structure your code
4️⃣ Automation → scripts that save time
5️⃣ Web & APIs → Flask, FastAPI
6️⃣ Data skills → pandas, SQL, charts
7️⃣ Portfolio projects → show your skills
8️⃣ Jobs & freelancing → apply smart

You don’t need 10 tutorials.
You need one clear path + consistent action.