🚨 Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch the session, then read the guide on building loops below.
Meet Huihui-GLM-5.2-abliterated-GGUF, an uncensored, abliterated text-generation model built for unrestricted creativity. It's a GGUF format model that removes safety filters, letting you explore any topic freely. Perfect for writers, researchers, and AI enthusiasts who want raw, unfiltered output.
El Loop Engineering es el siguiente paso después del Prompt Engineering
La mayoría de las personas aún usan Claude Code, Codex o Cursor como una chatbot:
1. Prompt
2. Esperar
3. Copiar
4. Corregir
5. Prompt otra vez
Este repo muestra el siguiente paso:
Dejas de hacer prompts al agente.
Diseñas el loop que le hace los prompts al agente por ti.
Incluye:
→ Loops de triaje diario
→ Loops de niñera de PR
→ Loops de barrido de CI
→ Loops de barrido de dependencias
→ Loops de redacción de changelog
→ Loops de limpieza post-merge
→ Loops de triaje de issues
También te da CLIs para:
• Escalar un loop
• Estimar el costo de tokens
• Auditar si tu repo está listo
• Agregar memoria/estado
• Agregar handoff humano
• Agregar gates de verificación
• Ejecutar agentes de manera segura a través de GitHub Actions
El Prompt Engineering se trataba de escribir mejores instrucciones.
El Loop Engineering se trata de construir un sistema donde los agentes siguen:
trabajando, verificando, corrigiendo y escalando sin que tú estés cuidando cada paso.
Esto es lo que parece la codificación con IA cuando deja de ser una sesión de chat y empieza a convertirse en un sistema operativo para equipos de software.
Enlace abajo👇
CURSO COMPLETO DE CLAUDE DE 4 HORAS
Esta es la guía más detallada de Claude que he visto en línea.
Guarda esta página antes de que se te olvide.
Construye herramientas.
Automatiza el trabajo.
Aprende cómo las personas construyen bots y sistemas.
CURSO COMPLETO de CLAUDE (1 hora)
Automatiza y construye prácticamente cualquier cosa.
Si creías que Claude Code era solo para programadores, este v��deo te demuestra lo contrario.
Proyectos reales.
Desde 0.
Subtitulado al español.
Guárdate este post 🔖
DEJA DE PROMPTEAR. EMPIEZA A LOOPEAR.
Encontré una web que recopila los loops más usados por la comunidad
→ https://t.co/lX59LpOV2r
Los propios creadores de Claude Code lo dicen: el futuro no es promptear, es diseñar loops.
No sabes qué son ni cómo crearlos?
En este articulo te lo explico en detalle👇
ChatGPT vs Gemini vs Claude vs Grok vs DeepSeek.
Each one has different strengths and use cases.
Some excel in multimodal creativity, others stand out in deep research, real-time updates or lower costs.
Choosing the right one helps you become truly effective with AI.
[ 🔖 bookmark this post for later ]
Here's your complete guide:
1. ChatGPT
The all-rounder AI is ideal for text, audio, video, code, and automation-focused tasks.
2. Gemini
Ideal for Google Workspace users, with deep integration across Gmail, Docs, Sheets, and Drive.
3. Claude
An AI built for safety, with long-context reasoning and strong accuracy in legal or policy-heavy work.
4. Grok
A real-time social AI for X/Twitter, delivering witty answers and keeping up with breaking news.
5. DeepSeek
An open-source powerhouse that’s cost-efficient, technically strong, and designed to scale.
Mastering AI goes beyond picking a single “best” model.
The key is matching the right tool to the right job.
Save this guide. Share it. Start with one use case.
📌 Get Advanced ChatGPT Guide (free): https://t.co/kOBWfKrBaX
👉 Follow me @AndrewBolis for more and 🔄 Repost this to help others use AI
BYE BYE six-figure content teams
Here's mine running on Fable 5 (50 free agents)
50 agents. 150 prompts. 30 plug-and-play skills.
The exact stack running inside our scaling method right now.
Inside:
- Market Research (10 agents)
- Competitor Research (10 agents)
- Customer Research (10 agents)
- Marketing Strategy (10 agents)
- Creative Strategy (10 agents)
PLUS 30 Fable 5 skills and 150 done-for-you prompts.
Every agent solves one specific marketing problem. From sizing your market to writing the hook that stops the scroll.
You still make every call. Fable 5 does the research, the analysis and the first draft behind each one.
You don't need us to use any of it. Steal the system.
Want the full ai powered ecom scaling playbook?
1. Like this post
2. Comment "FABLE"
And I'll send it straight to your DMs.
PS. Repost for priority access.
🚨ANTHROPIC ACABA DE PUBLICAR EL MANUAL PARA MONTAR UNA EMPRESA SIN EMPLEADOS
>CEO: 1 persona.
>empleados: agentes de claude
dura 30 minutos y es gratis
Guarda esto en favoritos para que no lo pierdas.
In 2013, a developer built a tool that did everything IFTTT and Zapier does.
Then he gave it away for free, four years before Zapier even had a mobile app.
It's called Huginn, and it's still one of the most underrated repos on GitHub.
The idea is simple.
You create small programs called agents. Each agent does one job. Watch a webpage. Read an RSS feed. Track a hashtag. Check the weather.
When something happens, the agent fires an event, and that event can trigger another agent downstream.
Chain enough of them together and you've built a system that quietly runs your entire digital life in the background. Rain tomorrow, get an email tonight.
Someone mentions your product on Twitter, get a text in ten seconds. A flight price drops, get pinged before anyone else buys it.
No monthly bill. No task limits. No company reading your automations to sell you ads.
You install it once on a five dollar server and it runs for years without asking for anything back.
49.4K stars. MIT License. 100% Opensource.
https://t.co/coJbWbKnBG
600+ languages support for voice cloning and voice design.
OmniVoice TTS for ComfyUI Generate full conversations, clone any voice instantly, or create new ones from simple text prompts. all with SOTA quality.
- Voice cloning from 3-15s audio
- Voice design from text descriptions
- Multi-speaker dialogues
- Non-verbal sounds [laughter], [sigh]
- emotion tags
Lightning fast & ComfyUI native.
ANTHROPIC JUST LEAKED AN INTERNAL ENGINEERING DOCUMENT - AND IT SAVES SOLO DEVELOPERS $300,000 A YEAR
the highest-leverage AI systems are no longer prompt-driven - they are loop-driven - and that one shift changes everything
Generate → Evaluate → Remember → Schedule → Optimize → Recurse
six layers, one loop, improves itself without a human
Generation: the system produces its own solutions - no human writes the brief
Evaluation: a second layer measures quality - the thing that can say no
Memory: every execution retains useful discoveries - the loop gets smarter each cycle
Scheduling: the system decides what happens next - nobody manages the queue
Optimization: behavior updates based on what worked - static prompts eventually hit diminishing returns
Recursion: remove any single layer - and system performance drops significantly
the role of the human shifts from operator to architect - and AI transforms from a prediction engine into an adaptive production system
the future of AI engineering is recursive
🔒 ZTM (Zero Trust Mesh) – Build Zero-Trust Peer-to-Peer Networks Without Traditional VPN Infrastructure
Zero Trust Mesh (ZTM) is an open-source decentralized networking platform that enables secure, certificate-based connectivity between devices without relying on centralized VPN architectures. Built on HTTP/2 tunnels and the high-performance Pipy programmable proxy engine, ZTM creates encrypted peer-to-peer mesh networks capable of traversing firewalls and NAT while supporting secure communication across local networks, cloud environments, containers, and the public Internet. Beyond networking, ZTM provides a platform for deploying decentralized applications through built-in services such as secure TCP/UDP tunneling, remote terminal access, programmable scripting with PipyJS, proxy services, and peer-to-peer file sharing. Its extensible architecture also supports third-party plugins and integrations, allowing developers to build custom applications and automation on top of the mesh. Cross-platform support, certificate-based authentication, customizable security policies, browser-based management, and programmable networking make ZTM suitable for secure remote administration, enterprise zero-trust infrastructure, homelabs, edge computing, hybrid cloud environments, and distributed systems.
🔗 https://t.co/ocoa90TasJ
#ZeroTrust #MeshNetworking #P2P #Networking #Rust #DevOps #OpenSource #CyberSecurity
🔄 Los loops de IA están de moda
Te explico lo que son en 1 minuto👇
Comenta "LOOP" + RT + seguir ➜ te mando la GUÍA DEFINITIVA con 70 loops GRATIS por dm
Si tuviera un fin de semana para dominar Claude, empezaría aquí: https://t.co/nepfUQW21c
Deja de guardar 50 guías que nunca vas a leer. Estas son las únicas que importan:
(algunas guías son del jefe Ruben Hassid)
→ Nivel 1 - 17 min: Lo básico.
Claude For Dummies: https://t.co/jlB6IzTaHs
Claude Setup: https://t.co/f1oUvNtNAP
→ Nivel 2 - 1 hora: Flujos de trabajo reales.
Claude Cowork: https://t.co/7jjWe01ZWl
Claude para equipos: https://t.co/z7LEpf9xjr
Claude Design: https://t.co/GCAe64H6AG
Cowork + Projects: https://t.co/O218wA4Sb7
Claude para presentaciones: https://t.co/4M4gX7XCZY
Claude Skills: https://t.co/JsPA2rybvA
→ Nivel 3 - 3,5 horas: Nivel pro.
Evitar la adulación: https://t.co/iRp6XiQtdR
Claude Code: https://t.co/8KRFXLfJ2f
Claude 101: https://t.co/nMFE3CkP55
Deja de alcanzar los límites de Claude: https://t.co/EUtqndF4Y7
Deja de hacer prompting: https://t.co/hXgc6s1sFi
→ Nivel 6 - 8 horas: Modo experto.
Claude Computer: https://t.co/NrFSyiRC3d
Construir con la API de Claude: https://t.co/S4D13vdRJG