Paulo Magalhaes #EconomicDevelopment Invest&Trade

Director @ROIvision, Director, Canada @SelectFLA, #CITP @FITTnews / Economic Development, Global Investment & Trade. Multitask dad. Tweets my own, RT≠endorse

[Paul Graham @paulg]

Solution: New companies.

[Jazz Is Dead @jazzisdeadco]

Luiz Melodia performing "Estácio, Holly Estácio" at Teatro Dulcina, Rio de Janeiro (1980).

Raised in Estácio, the birthplace of samba, Melodia fused samba, soul, blues, and rock into something entirely his own. A true trailblazer.

[Rohan Das @rohaninvestor]

If you are serious about options trading, this 1-hour Yale lecture is non-negotiable.

60 minutes lecture can teach you more about options trading than 99% of options trading courses.

Save this and watch it without distractions. 📌

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

It's almost here! Only a few days left to register for MODEX 2026, and it's completely FREE.

From robotics to last mile logistics, this is the place to be for supply chain innovation.

Sign up now while there's still time!
https://t.co/gHEIfRO4UF
#MODEX2026

[Curiosity @CuriosityonX]

Artemis II mission route in 3D

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

This is a heartbreaking story—Solange Tremblay, a dedicated flight attendant, was severely injured in a tragic collision during her work. She’s currently fighting to recover, and her family needs support to focus on her healing. https://t.co/uCD56dKcIJ

[Variety @Variety]

‘Narcos’ Director Fernando Coimbra Talks Becoming Netflix Global No. 1 With Brazilian Real-Life Catastrophe Series ‘Radioactive Emergency’ https://t.co/cRDrc7iS0s

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

No one is inherently stupid, one’s preconceptions are.

[Sahil Bloom @SahilBloom]

Everyone needs to hear this...

Michael Caine on his defining philosophy for life:

Use the Difficulty

As a young actor, he was rehearsing a play when a chair got stuck in the door and blocked his path. He told the other actor he couldn't get by the chair to enter the scene.

The actor's response:

"Use the difficulty...if it's a comedy, fall over it, if it's a drama, pick it up and smash it."

This idea became a defining mantra for his life.

"There's never anything so bad that you cannot use that difficulty...if you can use it a quarter of one percent to your advantage, you're ahead, you didn't let it get you down."

I can't stop thinking about this...

How can you use the difficulty you're currently facing? How can you embrace the struggle? How can you find flow through the friction?

As with everything in life, control the controllable:

The difficulty is already there. You can't control it. But you can control how you react to it. You can control your response to it. You can control your attitude towards it.

Lesson: Difficulty is inevitable. Use it.

[Aakash Gupta @aakashgupta]

Someone just poisoned the Python package that manages AI API keys for NASA, Netflix, Stripe, and NVIDIA.. 97 million downloads a month.. and a simple pip install was enough to steal everything on your machine.

The attacker picked the one package whose entire job is holding every AI credential in the organization in one place. OpenAI keys, Anthropic keys, Google keys, Amazon keys… all routed through one proxy. All compromised at once.

The poisoned version was published straight to PyPI.. no code on GitHub.. no release tag.. no review. Just a file that Python runs automatically on startup. You didn’t need to import it. You didn’t need to call it. The malware fired the second the package existed on your machine.

The attacker vibe coded it… the malware was so sloppy it crashed computers.. used so much RAM a developer noticed their machine dying and investigated. They found LiteLLM had been pulled in through a Cursor MCP plugin they didn’t even know they had.

That crash is the only reason thousands of companies aren’t fully exfiltrated right now. If the code had been cleaner nobody notices for weeks. Maybe months.

The attack chain is the part that gets worse every sentence.

TeamPCP compromised Trivy first. A security scanning tool. On March 19. LiteLLM used Trivy in its own CI pipeline… so the credentials stolen from the SECURITY product were used to hijack the AI product that holds all your other credentials.

Then they hit GitHub Actions. Then Docker Hub. Then npm. Then Open VSX. Five package ecosystems in two weeks. Each breach giving them the credentials to unlock the next one.

The payload was three stages.. harvest every SSH key, cloud token, Kubernetes secret, crypto wallet, and .env file on the machine.. deploy privileged containers across every node in the cluster.. install a persistent backdoor waiting for new instructions.

TeamPCP posted on Telegram after: “Many of your favourite security tools and open-source projects will be targeted in the months to come.. stay tuned.”

Every AI agent, copilot, and internal tool your company shipped this year runs on hundreds of packages exactly like this one… nobody chose to install LiteLLM on that developer’s machine. It came in as a dependency of a dependency of a plugin. One compromised maintainer account turned the entire trust chain into a credential harvesting operation across thousands of production environments in hours.

The companies deploying AI the fastest right now have the least visibility into what’s underneath it.

[Charlotte Aurora @Charlotte158918]

DIY Life Hacks: Top 10 genius hacks that are actually worth your time. Crafting just got a whole lot easier. 🛠️💡

Which one of these hacks is a total game-changer for you? Let’s talk in the comments! 👇

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

“Magazines will be a thing of the past”
Pharmacy in 2026 👇

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

@xdNiBoR yeah, they'll take over the world, alrighT!

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

@kmendoncafilho Buying it to keep on my film jewlery box! @kmendoncafilho @secretagentfilm
Perna-Cabeluda forever!

[Kleber Mendonça Filho @kmendoncafilho]

Cool teaser ♥️📰

[USGS @USGS]

U.S. mines produced $112 billion in nonfuel mineral commodities in 2025—an estimated $6 billion increase from 2024, used in products valued at more than $4 trillion, or one-eighth of the US economy, according to the 2026 USGS Mineral Commodity Summaries released Feb 6 👉https://t.co/9sUIdBgRVG

#Mineral #CriticalMinerals

[TJ Villamil @TJVillamil]

A big deal for sure. Florida leaders have been working on this for a decade +!!

[The New Yorker @NewYorker]

There is a level of Oscar mania in Brazil that we are not seeing in other countries—partly because of the country’s exuberant and extremely online fan culture. https://t.co/TmlH9C3Ato

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

Join me at Quantum Power and National Security: Canada's New Strategic Imperative! Find out more at https://t.co/aYeIJlUKcC #QuantumPower

[Paulo Magalhaes #EconomicDevelopment Invest&Trade @p3m]

Exuberant is a good way to put it!

[Cinema Tropical @CinemaTropical]

I'M STILL HERE and THE SECRET AGENT have brought Brazil’s exuberant online fan culture to the #Oscars, writes The @NewYorker https://t.co/8KuRmPTSLv