Erwin @ErwinEdgar
Architect Photographer,Play with Synthesizers,Crypto enthusiast,Ai, machine learning, learning spatial computing engineering Santa Clara, CA Joined May 2012-
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🚨 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 this and bookmark
My 8000-word note on agents: huyenchip.com//2025/01/07/ag… Covering: 1. An overview of agents 2. How the capability of an AI-powered agent is determined by the set of tools it has access to and its capability for planning 3. How to select the best set of tools for your agent 4. Whether LLMs can plan and how to augment a model’s capability for planning 5. Agent’s failure modes AI-powered agents are an emerging field with no established theoretical frameworks for defining, developing, and evaluating them. This post is a best-effort attempt to build a framework from the existing literature, but it will evolve as the field does. As always, feedback is much appreciated!
30 sitios web de IA que se sienten «ilegales» pero son legales 1. raphael.ai — Generación ilimitada de imágenes con IA gratis, calidad comparable a Midjourney 2. krea.ai — Generación de imágenes con IA en tiempo real, dibuja y genera al instante 3. magnific.ai — Amplía imágenes infinitamente con IA, detalles completados automáticamente 4. clipdrop.co — IA elimina fondos, corrige iluminación y borra elementos con un clic 5. elevenlabs.io — Clonación de voz con IA, imita cualquier voz en 5 segundos 6. suno.com — Ingresa letras y genera canciones completas automáticamente 7. runwayml.com — Pionero en generación de videos con IA, prueba gratuita de Gen-3 8. klingai.kuaishou.com — Kuaishou Keling AI, generación de videos en chino más fluida 9. d-id.com — Una foto + una grabación de voz = avatar digital que habla 10. sadtalker.ai — Convierte fotos estáticas en videos de personas hablando 11. cursor.com — IA escribe código, con cupo gratuito suficiente para uso diario 12. bolt.new — Habla para crear sitios web, sin necesidad de código 13. v0.app — Generador de front-end con IA de Vercel, describe y obtén la página 14. replit.com — Escribe código en el navegador + asistencia de IA + despliegue con un clic 15. napkin.ai — Pega texto y genera infografías automáticamente 16. gamma.app — IA genera PPT con un clic, despídete del infierno de las presentaciones 17. notion.com/product/ai — Escritura, resúmenes y traducciones con Notion AI 18. uizard.io — Dibuja un boceto y la IA genera un sitio web real 19. perplexity.ai — Buscador con IA, responde cualquier pregunta al instante + fuentes 20. phind.com — Búsqueda con IA exclusiva para desarrolladores, resuelve problemas de código al instante 21. otter.ai — Transcribe reuniones en tiempo real, 300 minutos gratis al mes 22. opus.pro — IA edita videos cortos, encuentra automáticamente los mejores fragmentos 23. poe.com — Un sitio web que usa GPT-4o / Claude / Gemini 24. huggingface.co/spaces — Zona de prueba gratuita de modelos de IA de código abierto 25. remove.bg — Elimina fondos con IA en un clic, genera en 1 segundo 26. cleanup.pictures — IA borra cualquier objeto de una foto 27. deepswap.ai — Intercambio de rostros con IA, resultados en 1 minuto 28. musiio.com — Etiquetas de música con IA + recomendaciones 29. jasper.ai/free — Asistente de escritura con IA, versión gratuita suficiente para uso diario 30. claude.ai — Asistente de IA gratuito de Anthropic, el mejor para procesar textos largos
Google Senior AI Engineer expalins the difference between: "Context engineering vs prompt engineering" Both are most in demand. Spend your 10 minutes and undersand both to choose correctly for your future career:
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture, which will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
Anthropic just dropped their first course after the Fable 5 release. This free 4-hour course is the fastest path to a $500K AI engineering job before 2027. Prompting → agents → memory → loops. From zero to full setup. People pay $500 for courses from "gurus" and still never watch Anthropic's original course. Watch it today. Then read the guide below and build your first loop.
Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch. Stanford taught the entire thing in 1 hour lecture & released it for free. Bookmark & watch this today before someone takes it down and read this article below INSTEAD OF WATCHING NETFLIX TONIGHT.
Claude FULL COURSE 4 HOUR (Build & Automate Anything)
🚨 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
A senior Anthropic engineer just dropped 11-page PDF on "Loop Engineering" for agentic systems. The shift: you stop prompting the agent. You build the system that prompts it instead. Schedule → Discover → Build → Verify → Repeat Every loop runs one turn, five moves: • Discovery: it finds its own work - failing CI, open issues, recent commits - instead of being handed a list. • Handoff: each task gets an isolated git worktree so parallel agents don't collide. • Verification: a second agent, told to assume the code is broken, reviews the first. The "thing that can say no." • Persistence: results get written to disk, never left in a context window that gets flushed. • Scheduling: an automation wakes it on a timer. That's what makes it a loop. The key insight: an agent grading its own work always praises it. This 11-page PDF changed how I'm building agentic systems today. Read it now, then explore the article below.
INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 1 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and bookmark it now.
How to build your first AI agent (Full guide)
🚨BREAKING: Andrej Karpathy just killed coding forever. He calls it "VIBE CODING" Describe what you want in English, and AI builds the entire app. No syntax. No debugging. No $150K CS degree. Here are 9 Claude prompts that turn anyone into a software engineer:
Cancel weekend plans. You need to: • Learn Claude Code • Learn Codex • Build 1–2 workflows in Cowork • Set up Perplexity Computer & Finance • Optimize Cowork (plugins + skills) • Set up OpenClaw • Test Google AI tools (Nano Banana 2, NotebookLM, etc.) • Try basic agentic tools (Manus) • Use AI to create a business plan • Build an AI second brain (Notion) • Try Notion Agents • Learn automation (MCPs, Zapier, n8n) • Learn prompt engineering • Read AI research/articles • Explore robotics
CLAUDE FULL COURSE 4 HOURS This is the most detailed Claude guide I’ve seen online. Bookmark this before you forget. 4 hours. Build tools. Automate work. Learn how people build bots and systems. Claude → Tools → Automation → Products → Money
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