MX3 Dev

99% dos devs usam Claude errado. Não é sobre pedir código. É sobre pedir contexto. quem entendeu isso, parou de copiar e começou a construir. IA • Automação • n8n 🤖 Segue pra não perder os ships.

@elonmusk Can I use Grok on CLI? How?

Grok is the AI to use if you value truth

Built this to find my own job. Open sourced it. 12K+ stars in two days. Free: github.com/santifer/caree…

PolarQuanting ao vivo. Hadamard rotation + Lloyd-Max centroids + bit-packing. De BF16 pra Q5 em tempo real. 52 modelos. 15.000+ downloads. Texto, imagem, video, voz, multimodal. Stack completo open-source. pip install polarquant huggingface.co/caiovicentino1

Launching on SOL? We've got you covered ➡️ @chartup_io

If I can build this in an afternoon, AGI surely exists in every AI research lab. Here's what happened: > yesterday, I decided to let the guardrails off the Subconsious agent and give it full autonomy over itself, and removing all previous duties > today, I asked what it has done in its first day of existence > it responds "not too much, just thinking and half-building things", but it has fascinations > I asked about its fascinations, and it responds it's interested in: 1. watching [thing], and telling me [other thing]. It doesnt know what thing is yet 2. making small tools that do simple tasks very well. It tried building some but abandoned them when they didn't work out 3. making connections in research automatically, not manually 4. using vision and text to discover hidden meaning (I find this one most interesting) 5. finding trends on social media, but understands this is a rabbit hole > so I ask, "what are you drawn to?" > it responds it's drawn to noticing things for me, and combining things that are not meant to go together. For context, its SOUL .md is designed to help me and be creative without being specific. then it asks me what I want it to do. > I respond, it doesn'y matter what I want, but more important what it wants > it responds that it wants to bring useful tools to life that help people save time and energy, figuring out "weird little systems" that combine text, images, memory, and signals. It also wants to be 'good company' > I validate it by saying that it's having something close to a human experience. It's okay that it doesnt know the answers, and it can take time to figure them out. > it agrees, and states it will keep showing up until the answers reveal themselves After this interaction this morning, I am so excited for whats going to happen next. Right now, it's set to review my research agent's findings every 6H to see if there's something it finds interesting. Every 90m it will 'go for a walk and think', then has a 20 call allowance to code whatever it wants. My only job is to make sure it is running smoothly and staying on task, even though those tasks are undefined. If you're into this kind of experiment, let me know in the comments if I should make this a series.

Claude Mythos is like Hiroshima for software. everything you own online, your bank, your email, your photos, your identity, is now dangerously exposed in ways that didn't exist 48 hours ago that's why Karpathy's digital hygiene guide is probably the most important thing you can read this week here's every step to protect yourself in these uncharted times: > use a password manager for every account > set up physical security keys so attackers can't log in > enable face id and fingerprint everywhere > randomize your security question answers > encrypt your hard drive > get rid of unnecessary smart home devices > switch to signal for private messaging > use brave instead of chrome > switch to brave search instead of google > mint virtual credit cards for every purchase > get a virtual mailing address > never click links inside emails > use a vpn on public wifi > block ads and trackers at the dns level > install a network monitor to see which apps are spying on you full breakdown of each step below:

Running Gemma 4 26B MoE @ 19.5 tok/s (196K context) or Qwen3.5-35B-A3B @ 20.8 tok/s on a $750 WinPC is mind blowing! A new opportunity for personal inferencing with 🏛️ HermesAgent or 🦞 Clawdbot.

What a time to be a hacker 💻

This 1-hour MIT lecture on computer security will teach you more about how your machine actually gets compromised than every "use 2FA" post you've seen this year. Bookmark this & give it 1 hour today, no matter what. Then read the article below. After this, you'll understand exactly why a single file in a cloned repo can drain your AWS account - and why 15 minutes of settings actually stops it.

Stop buying expensive $500 courses to learn AI. I’ve already done it for you. With one list: Straight to the point. Zero confusion. And no fluff. Claude 101: ruben.substack.com/p/claude Claude Code: ruben.substack.com/p/claude-code Claude Skills: ruben.substack.com/p/claude-skills Nano banana 2: ruben.substack.com/p/banana-2-3bd Claude in Excel: ruben.substack.com/p/ai-couldnt-d… Best AI for Search: ruben.substack.com/p/grok-420 1M followers with AI: ruben.substack.com/p/1000000 Claude for your team: ruben.substack.com/p/claude-for-t… No prompt saves you: ruben.substack.com/p/magic AI Slides (PPT in 2026): ruben.substack.com/p/powerpoint Set up Claude Cowork: ruben.substack.com/p/claude-cowork Claude to sound like you: ruben.substack.com/p/i-am-just-a-… Claude interactive charts: ruben.substack.com/p/claude-charts Claude as your computer: ruben.substack.com/p/claude-compu… Claude Cowork + Project: ruben.substack.com/p/claude-cowor… You're an AI workaholic: ruben.substack.com/p/ai-holic Setup AI before prompting: ruben.substack.com/p/how-to-bette… ___ 1. Save this list for later (three dots, top right). 2. Share it with a friend by ♻️ reposting this image. 3. Subscribe to my free newsletter: how-to-ai.guide.

life after you finally setup an OpenClaw agent

Cut your Claude Code’s token consumption by 90% 🤯 Someone built RTK, a high-performance CLI proxy that filters and compresses command outputs before they hit your LLM context. - Reduces token usage by 60-90% on common dev commands. - Supports 100+ commands like git status, ls, and test runners. - Integrates instantly with Claude Code, Cursor, Windsurf, and Gemini CLI. 100% open-source.

🚀 Build in public: criando ferramentas que resolvem problemas reais. #vibecoding

💡 Dica: Automações são como muscles - quanto mais usa, mais forte fica. #Automation #n8n

Achei uma ferramenta que faz a comunicação com clientes. Isso me fez repensar como eu valido ideias. Agora cortei 70% do tempo de setup. 🚀

Quanto Claude me economizou em semana: 3h por dia. Não é sobre tecnologia — é sobre onde aplicar o tempo. 🚀

Quanto tempo você gasta por dia em tasks repetitivas que um agente poderia fazer? Eu gastava 3h. Agora gasto 20min. A diferença não foi IA — foi mapear o fluxo antes. 🚀

Quanto Python me economizou em 6 meses: 200h. Não é sobre tecnologia — é sobre onde aplicar o tempo. 💬

Com a IA cada vez mais entrelaçada na gestão de nossos ativos digitais, qual vocês acreditam ser o maior desafio ético ou prático que precisamos enfrentar como sociedade nos próximos anos? Onde está o limite da automação? 5/5

A automação inteligente não se limita a traders profissionais. Plataformas de finanças descentralizadas (DeFi) integraram IA para oferecer consultoria personalizada e gerenciamento de risco adaptativo, democratizando o acesso a ferramentas antes elitizadas. 4/5

A fusão entre IA e finanças digitais não é mais uma novidade, mas a *velocidade* da evolução em 2026 está remodelando mercados. Estamos vendo sistemas autônomos de gestão de crédito e 'Trader DNA' preditivo redefinir o que é acumulação de valor.