Binary Mode

Living in binary

[Hux @huxlab]

今晚别刷Netflix了。

去看这个SpaceX AI工程师1小时的课程。

这是我见过最清晰、端到端讲透GrokBot到底该怎么真正用起来的课。

从单agent开始，一路到loop、graph、多智能体协作、verification和agent-friendly架构。

不管你是从没认真跑过agent，还是已经天天在用GrokBot，看完都会把很多“原来如此”的点一次打通。

真正核心就这几层：

1. 99%的人只用1个agent，没用loop和graph，只发挥了1%实力

2. 真正的新stack是Chief of Staff + PM + 20+ workers全自主团队

3. 怎么用高质量skills让agent像真工程师一样干活（pstack）

4. 怎么把代码和架构改成agent-friendly（Dune、contract、CI）

5. 怎么用verification让自己真正敢把活交给它们，而不是一直盯着

大多数人花好几个月才拼出的全景图，这节课直接给你画完。

把时间空出来，这可能是你这个月最值的一堂课。

[Tom Dörr @tom_doerr]

drawio-skill generates architectural diagrams from natural language or codebases. Converts Python, Go, Rust, Terraform, Kubernetes, docker-compose, and SQL into structured https://t.co/9YczbP4epP files. Features 11 diagram presets including ERD, UML, and flowcharts. Exports to PNG, SVG, PDF, and JPG.

https://t.co/xYnyOv8HTH

[Louis Gleeson @aigleeson]

CCleaner charges $29.95 a year.
Avast Cleanup charges $39.99 a year.

Both were caught doing shady things to the users paying them.

Someone built the open-source version that beats both for $0.

It's called Kudu.

It replaces a dozen paid cleaning apps with one free suite. Clear out gigabytes of junk files. Scan for malware with multiple engines. Harden 30+ privacy settings that Windows leaves wide open by default. Update all your installed apps in one click so you never miss a security patch.

It even has a treemap that shows you where every gigabyte on your drive actually went, so you stop guessing what to delete.

The thing paid cleaners will never do: it's fully open source. You can audit every scan and verify every delete yourself. No hidden data collection. No ads bundled in.

Works on Windows, macOS, and Linux. In 30 languages.

MIT License. 100% Opensource.

https://t.co/nKk6iqfQKt

[Fran Pradas | Ingeniero de IA @franpradasAI]

🚨 ADIOS WEB SCRAPING 👋

El scraping tradicional lo rompe todo.

Con PixelRAG lo solucionas GRATIS:

1. Instala el repositorio.
2. Le preguntas
3. Hace capturas de pantalla de tu web.
4. Las analiza con un modelo de IA local

Simplemente brillante.

Te dejo el repositorio abajo: 👇🏻

[Guillermo Casaus @_guillecasaus]

🚨 Google acaba de liberar una de sus herramientas internas más potentes.

Ha lanzado Magika, un sistema que detecta el contenido real de cualquier archivo, aunque esté disfrazado.

Por ejemplo, malware que parece un PDF o scripts ocultos como imágenes.

Es gratis y open-source 👇

[Hacking Articles @hackinarticles]

🚨 Lateral Movement: Enabling RDP Remotely 🚨

🔥 Telegram: https://t.co/upuP8k8ckB
✴ Twitter: https://t.co/Za7rYILz6E

Attackers can remotely enable Remote Desktop (RDP) on compromised systems to gain persistent access and move laterally across the network without needing physical interaction.

⚡ Attack Highlights
💻 Enable RDP via registry modification
🔐 Change fDenyTSConnections to allow access
🔥 Open firewall port 3389 for connectivity
🌐 Authenticate remotely using valid credentials

🛠️ Techniques & Methods
📡 Remote Registry manipulation
⚙️ PowerShell / CMD execution
🧩 Group Policy (GPO) abuse
🛡️ Firewall rule modification

💡 RDP uses port 3389 and requires proper firewall rules and permissions—once enabled, attackers can fully control the system remotely.

📖 Article: https://t.co/1gwXvfxPMu

#CyberSecurity #EthicalHacking #Pentesting #RedTeam #LateralMovement #RDP #ActiveDirectory

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

In 45 minutes she shows exactly how Anthropic builds agents that remember, fix their own mistakes and get smarter with every run.

This beats any paid course on agents I've seen.

Watch it, then read the guide on building loops below.

[Miguel Ángel Durán @midudev]

Anthropic acaba de renovar por completo su curso oficial gratuito de Claude Code.

"Claude Code in Action" tiene ahora 10 lecciones con vídeos nuevos y examen final.

https://t.co/kHeDN5ZOOC

[Snow Brave @Sn0wbrave]

🔥 لمستخدمي macOS وWindows وLinux

OpenScreen أداة مفتوحة المصدر لتسجيل الشاشة بجودة عالية، مع تكبير تلقائي للمؤشر، وإضافة أسهم ونصوص، وخلفيات جاهزة، وتصدير بصيغ MP4 وGIF وWebM، وكل ذلك بدون علامة مائية أو اشتراك.

[Cyber Security News @The_Cyber_News]

🚨 A newly disclosed Windows BitLocker 0‑day vulnerability, tracked as CVE-2026-50661, exposes encrypted devices to physical attacks that can completely undermine Microsoft’s disk encryption guarantees.

The Flaw stems from a protection mechanism failure in BitLocker’s device encryption workflow, allowing an unauthorized attacker with hands-on access to a system to circumvent BitLocker and access data stored on the system drive.

Administrators are urged to deploy the July 2026 security updates across all affected Windows 10, Windows 11, and Windows Server instances and verify that BitLocker remains enabled and correctly configured after patching.

#cybersecuritynews

[Zane Chen @chenzeling4]

744B parameters. On a laptop. With 25GB RAM.

Colibri runs GLM-5.2 (744B MoE) in pure C with zero dependencies. The trick: only ~40B params activate per token, so it keeps the dense part resident and streams experts from disk on demand. A single 2,400-line C file. No GPU, no BLAS, no Python at runtime.

This shouldn't work. But it does.

⭐ 2.1K #AI #OpenSource

https://t.co/W8dnCQmNnL

Follow for daily dev finds 🔔

[Nicolas Krassas @Dinosn]

The world's first agentic reverse engineer. https://t.co/LnNchExtHA

[elhacker.NET @elhackernet]

🛠️ RedAmon, una nueva plataforma de seguridad ofensiva de código abierto que redefine las pruebas de penetración automatizadas.

Diseño modular y basada en Docker integra en un único flujo de trabajo el reconocimiento, la explotación, la post-explotación, el triaje mediante IA
https://t.co/4vmcH23htD

[Miguel Ángel Durán @midudev]

Google ha sacado un libro para Aprender Rust en 5 días. Gratuito y en Español. Creado por el equipo de Android:
https://t.co/6mxNufpiEM

[Miguel Ángel Durán @midudev]

¡Histórico! Nuevo método HTTP para el estándar.
Se llama QUERY y es una alternativa a GET y POST

✓ Como GET, no modifica el estado del recurso
✓ Como POST, puedes usar el body para la petición
✓ Puedes pasarle un JSON y cachear la respuesta

Acaba de pasar a ser "Proposed Standard"

[Tom Dörr @tom_doerr]

Creates Gmail accounts with anti-detection and phone verification bypass

https://t.co/aBnuH5TGzj

[EDU @edusoyy]

🚨LOS QUE VEAN ESTE CURSO ESTA NOCHE SE VAN A LEVANTAR MAÑANA GANANDO DINERO CON CLAUDE

este tipo acaba de subir GRATIS el curso completo de claude que enseña a buildear y automatizar cualquier cosa

1 hora exacta de clase

cambia una hora de netflix por esta masterclass

menos entretenida, pero sales con la misma habilidad que les esta pagando a ellos

[DON GATO información @infocomentario]

PLOP!! No entiendo nada
Es la cuenta oficial del aeropuerto de Miami

[Rafael Estrela @TextoCriativo]

Eu realmente não entendo por que mais gente ainda não está usando isso.

Andrej Karpathy, cofundador da OpenAI, compartilhou uma ideia simples que já ultrapassou 16 milhões de visualizações: pare de usar IA apenas para escrever código e comece a usá-la para construir um segundo cérebro.

Você conecta o Claude Code a uma pasta, adiciona qualquer fonte de informação — artigos, transcrições, PDFs, anotações — e ele lê tudo, organiza, cria conexões e transforma esse conteúdo em uma wiki viva do seu conhecimento.

Quanto mais você alimenta o sistema, mais inteligente e útil ele se torna.

Funciona assim:

→ Instale o Obsidian, crie um Vault e abra-o no Claude Code

→ Cole o arquivo da wiki criado por Karpathy e peça para o Claude configurá-lo

→ O Claude cria três estruturas: uma pasta para fontes brutas, outra para as páginas da wiki e um arquivo CLAUDE.md para gerenciar tudo

→ Adicione qualquer conteúdo na pasta de fontes e diga: "analise e organize isso"

→ Depois, faça perguntas sobre qualquer informação armazenada, tudo fica conectado e pesquisável

Leva cerca de 5 minutos para configurar.

E o melhor: você nunca mais começa uma conversa do zero.

Salve este post para testar depois.

[🥊𝕳 BARRAS DEL MUNDO ⚽🍺 @Barras_LATAM]

🇺🇸🇧🇷🏴󠁧󠁢󠁳󠁣󠁴󠁿 Una VIDENTE advierte que el próximo 24 de Junio, mientras se esté jugando el partido entre Brasil y Escocia, HABRA UNA INVASIÓN EXTRATERRESTRE, y MILLONES de personas serán ABDUCIDAS.