The Curious Engineer

All blogs / AI / ML

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vincirufus.com

AI / MLEngineering management / careers

’23’24’25’26
Posts
216 from 25 Jun 2023 to 20 Sep 2026
Posting
weekly (47 in the last year)
Kind
personal blog

2026 38

  1. Vinci Rufus | AI Agents, Agentic AI & Compound Engineering
  2. The Decision Plane: Why Jev Changes Enterprise Agent Architecture | Vinci Rufus
  3. Vinci Rufus | AI智能体、智能体AI与复合工程
  4. 文章 | Vinci Rufus
  5. Vinci Rufus | Agentes IA, IA Agencial e Ingeniería Compuesta
  6. Artículos | Vinci Rufus
  7. El plano de decisión: por qué Jev cambia la arquitectura de los agentes empresariales | Vinci Rufus
  8. Jev: The Frontier Model That Refuses to Write | Vinci Rufus
  9. Jev: el modelo frontera que se niega a escribir | Vinci Rufus
  10. Cloud Agents Will Become the De Facto Way We Build Software | Vinci Rufus
  11. AI Software Factories - The Industrialisation of Software | Vinci Rufus
  12. Modelos Dense vs. Mixture of Experts — La Decisión Arquitectónica Que Define la Economía de Inferencia | Vinci Rufus
  13. Dense vs MoE - Choosing Between Dense Models and Mixture of Experts | Vinci Rufus
  14. The CAIO's First 90 Days: AI Governance Frameworks That Actually Stick | Vinci Rufus
  15. How to Present an AI Strategy to Your Board (Without Losing Them in 5 Minutes) | Vinci Rufus
  16. Los Primeros 90 Días del CAIO: Marcos de Gobierno de IA que Realmente Funcionan | Vinci Rufus
  17. Cómo Presentar una Estrategia de IA a tu Junta Directiva (Sin Perderlos en 5 Minutos) | Vinci Rufus
  18. Agentic Engineering Patterns- The Foundation of AI-Native Development | Vinci Rufus
  19. C-Suite Leaders Must Embrace Rapid Experimentation in the AI Era | Vinci Rufus
  20. Compound Engineering v3 and the Rise of Agentic Software Delivery | Vinci Rufus
  21. What Is Agentic AI - The Complete Guide to Autonomous AI Agents | Vinci Rufus
  22. IA Agente - De Chatbots a Trabajadores Digitales Autónomos | Vinci Rufus
  23. AI Engineering - The Discipline of Building Production AI Systems | Vinci Rufus
  24. Ingeniería de IA - La Disciplina de Construir Sistemas de IA de Producción | Vinci Rufus
  25. What Is Agentic Engineering - The Complete Guide to AI-First Software Development | Vinci Rufus
  26. The AI Reality Check - What the Latest Labor Market Data Means for Your Career | Vinci Rufus
  27. La Evaluación de Realidad de la IA - Lo que los Últimos Datos del Mercado Laboral Significan para tu Carrera | Vinci Rufus
  28. Antfarm Patterns - Orchestrating Specialized Agent Teams for Compound Engineering | Vinci Rufus
  29. Patrones Antfarm: Orquestando Equipos de Agentes Especializados para Ingeniería Compuesta | Vinci Rufus
  30. Context Engineering is just the Art of Delegation | Vinci Rufus
  31. La Ingeniería de Contexto es simplemente el Arte de la Delegación | Vinci Rufus
  32. Compound Engineering vs Traditional Software Engineering - Why Linear Teams Can't Keep Up | Vinci Rufus
  33. Ingeniería Compuesta vs Ingeniería de Software Tradicional：Por Qué los Equipos Lineales No Pueden Mantener el Ritmo | Vinci Rufus
  34. How the Ralph Loop Plays a Key Role in Compound Engineering | Vinci Rufus
  35. El Rol Clave del Bucle Ralph en la Ingeniería Compuesta | Vinci Rufus
  36. Compound Engineering - What It Means and How to Start with AI Agents | Vinci Rufus
  37. Ingeniería Compuesta - Qué Significa y Cómo Empezar con Agentes de IA | Vinci Rufus
  38. Claude Code December 2025 - January 2026 | Vinci Rufus

2025 64

  1. Ambient Agents - The Future of Always-On AI Assistance | Vinci Rufus
  2. Agentes Ambientales - El Futuro de la Asistencia IA Siempre Activa | Vinci Rufus
  3. Workflows | Vinci Rufus
  4. What Is an Agent Loop? How AI Agents Reason, Act and Observe | Vinci Rufus
  5. El Bucle del Agente | Vinci Rufus
  6. The Chasm between Building an AI Agent and a Reliable One | Vinci Rufus
  7. El Abismo de Confiabilidad en Agentes de IA | Vinci Rufus
  8. Is ChatGPT an LLM? Not Exactly - It's an Agent Built on One | Vinci Rufus
  9. ChatGPT no es un LLM - GPT sí lo es | Vinci Rufus
  10. Agentic RAG and Context Engineering for AI Agents | Vinci Rufus
  11. RAG Agéntica e Ingeniería de Contexto para Agentes | Vinci Rufus
  12. Memory-Based Agent Learning - The Path to Truly Autonomous AI | Vinci Rufus
  13. Aprendizaje de Agentes Basado en Memoria - El Camino hacia IA Verdaderamente Autónoma | Vinci Rufus
  14. AGI is an Engineering Problem | Vinci Rufus
  15. AGI es un Problema de Ingeniería | Vinci Rufus
  16. What is Context Engineering? (The Evolution Beyond Prompt Engineering) | Vinci Rufus
  17. Ingeniería de Contexto: La Evolución Más Allá de la Ingeniería de Prompts | Vinci Rufus
  18. The Zero-Click Apocalypse - How AI Search is Killing Content Marketing's Golden Goose | Vinci Rufus
  19. Software 3.0 - Programming in the Age of AI | Vinci Rufus
  20. Software 3.0 - Programación en la Era de la IA | Vinci Rufus
  21. From Vibe Coding to Agentic Engineering- The Mindset Shift for AI Development | Vinci Rufus
  22. Del Vibe Coding a la Ingeniería Agéntica | Vinci Rufus
  23. Building Multi-Agent Research Systems - Lessons from Anthropic's Architecture | Vinci Rufus
  24. Construyendo Sistemas de Investigación Multi-Agente | Vinci Rufus
  25. Claude Prompt Engineering Best Practices - What Works with Claude 4 | Vinci Rufus
  26. Mejores Prácticas de Prompt Engineering para Claude 4 | Vinci Rufus
  27. Emerging User Interaction Patterns in Agentic Applications | Vinci Rufus
  28. Patrones Emergentes de Interacción del Usuario en Aplicaciones Agénticas | Vinci Rufus
  29. Generating an llms.txt file for your Astro Website | Vinci Rufus
  30. Generando un archivo llms.txt para tu Sitio Astro | Vinci Rufus
  31. Prompt Engineering- The Critical Skill for Building Reliable Agentic Workflows | Vinci Rufus
  32. Ingeniería de Prompts—La Habilidad Crítica para Construir Flujos de Trabajo Agénticos Confiables | Vinci Rufus
  33. Agent != Conversational | Vinci Rufus
  34. Agente ≠ Conversacional | Vinci Rufus
  35. Interesting Finds of the Week - Claude Code, OWL, Agentic Systems, and MCP Servers | Vinci Rufus
  36. Hallazgos Interesantes de la Semana - Claude Code, OWL, Sistemas Agénticos y Servidores MCP | Vinci Rufus
  37. What is MCP (Model Context Protocol)? The Foundation for Agentic AI | Vinci Rufus
  38. Model Context Protocol - La Fundación para una IA Realmente Agéntica | Vinci Rufus
  39. MCP- The Emerging Standard for Agent and B2A SaaS Communication | Vinci Rufus
  40. MCP - El Estándar Emergente para Comunicación de Agentes y B2A SaaS | Vinci Rufus
  41. AI Is Just the Next Evolution of the Computer | Vinci Rufus
  42. La IA es Solo la Siguiente Evolución de la Computadora | Vinci Rufus
  43. The Hidden Cost of Horizontal SaaS - Why Your Disconnected Tools Are Holding You Back | Vinci Rufus
  44. El Costo Oculto del SaaS Horizontal - Por Qué Tus Herramientas Desconectadas Te Están Frenando | Vinci Rufus
  45. AI Adoption Trends - What's Actually Working in Production | Vinci Rufus
  46. Tendencias de Adopción de IA - Qué Está Funcionando Realmente en Producción | Vinci Rufus
  47. Thinking in Agents- The Future of Software Design | Vinci Rufus
  48. Pensando en Agentes- El Futuro del Diseño de Software | Vinci Rufus
  49. Voice Agents - The Natural Evolution of Human-AI Interaction | Vinci Rufus
  50. Agentes de Voz: La Evolución Natural de la Interacción Humano-IA | Vinci Rufus
  51. AI Career Tools - Leveraging AI for Professional Advancement | Vinci Rufus
  52. Herramientas de Carrera con IA - Aprovechando la IA para el Avance Profesional | Vinci Rufus
  53. The Rise of B2A SaaS - When AI Agents Become Your Customer | Vinci Rufus
  54. El Ascenso de B2A SaaS - Cuando los Agentes de IA Son Tu Cliente | Vinci Rufus
  55. Move 37 and Agents | Vinci Rufus
  56. La Jugada 37 y los Agentes | Vinci Rufus
  57. DeepSeek R1 - Rewriting the Rules of AI Training | Vinci Rufus
  58. DeepSeek R1: Reescriendo las Reglas del Entrenamiento de IA | Vinci Rufus
  59. Future Work Skills - What You Need to Thrive in the AI Era | Vinci Rufus
  60. Habilidades del Trabajo Futuro - Qué Necesitas para Prosperar en la Era de la IA | Vinci Rufus
  61. The One Person Scrum Team | Vinci Rufus
  62. El Equipo Scrum de Una Persona | Vinci Rufus
  63. The Evolution of AI Agent Interfaces - From Chat to Ambient Intelligence | Vinci Rufus
  64. La Evolución de las Interfaces de Agentes de IA - Del Chat a la Inteligencia Ambiental | Vinci Rufus

2024 29

  1. Sequence to Sequence Learning - A Decade of Neural Networks | Vinci Rufus
  2. Aprendizaje de Secuencia a Secuencia - Una Década de Redes Neuronales | Vinci Rufus
  3. The Dawn of Agentic AI - Revolutionizing Software Development Economics | Vinci Rufus
  4. El Amanecer de la IA Agéntica - Revolucionando la Economía del Desarrollo de Software | Vinci Rufus
  5. Byte Latent Transformer (BLT), Breaking the Tokenization Bottleneck in Large Language Models | Vinci Rufus
  6. Byte Latent Transformer (BLT), Rompiendo el Cuello de Botella de Tokenización en Modelos de Lenguaje Grandes | Vinci Rufus
  7. Chain of Thought Reasoning in Large Language Models | Vinci Rufus
  8. Razonamiento de Cadena de Pensamiento en Modelos de Lenguaje Grandes | Vinci Rufus
  9. Autonomous vs Controlled AI Agents- Which Architecture Should You Choose? | Vinci Rufus
  10. Agentes Autónomos vs Agentes Controlados | Vinci Rufus
  11. Emerging Job Titles in the AI Era | Vinci Rufus
  12. Títulos de Trabajo Emergentes en la Era de la IA | Vinci Rufus
  13. The Route to Artificial General Intelligence | Vinci Rufus
  14. La Ruta hacia la Inteligencia Artificial General | Vinci Rufus
  15. Switching to UV Package Manager | Vinci Rufus
  16. Cambiando al Gestor de Paquetes UV | Vinci Rufus
  17. Generative AI Strategy - How to Plan and Implement It in Your Organization | Vinci Rufus
  18. Estrategias Efectivas para la Implementación de IA Generativa | Vinci Rufus
  19. The Next Wave of Software Development | Vinci Rufus
  20. La Próxima Ola de Desarrollo de Software | Vinci Rufus
  21. Single Agent vs Multi-Agent - Which AI Architecture Do You Need? | Vinci Rufus
  22. Agente Único vs Sistemas de IA Multi-Agente | Vinci Rufus
  23. Deterministic vs Probabilistic - What the Difference Means for AI Applications | Vinci Rufus
  24. LLM Optimization - Techniques for Faster, Cheaper Models, and What LLMO Means | Vinci Rufus
  25. Optimización de Modelos de Lenguaje Grandes | Vinci Rufus
  26. Building Trust in AI - The Critical Role of Evaluation Systems | Vinci Rufus
  27. Construyendo Confianza en IA - El Rol Crítico de los Sistemas de Evaluación | Vinci Rufus
  28. From SEO to Search AI Optimization | Vinci Rufus
  29. De SEO a Optimización de Búsqueda con IA (SAO) | Vinci Rufus

2023 14

  1. How to Get Started with Generative AI - The Complete 2026 Guide | Vinci Rufus
  2. Comenzando con IA Generativa | Vinci Rufus
  3. Deep Dive into Recurrent Neural Networks | Vinci Rufus
  4. Profundización en Redes Neuronales Recurrentes | Vinci Rufus
  5. Generative AI Glossary - What is an LLM and Key AI Terms Explained | Vinci Rufus
  6. Glosario de Términos de IA Generativa | Vinci Rufus
  7. Service as a Software | Vinci Rufus
  8. Servicio como Software | Vinci Rufus
  9. Building an Innovation Culture | Vinci Rufus
  10. Construyendo una Cultura de Innovación | Vinci Rufus
  11. Generative AI-Automating vs Accelerating | Vinci Rufus
  12. IA Generativa—Automatización vs Aceleración | Vinci Rufus
  13. Architecture Decision Records (ADRs) | Vinci Rufus
  14. Registros de Decisiones de Arquitectura (ADRs) | Vinci Rufus

Undated 71

  1. Redirecting to: /es/posts/deterministic-vs-probabilistic/
  2. Workflows
  3. Zero click phenomenon
  4. Adr
  5. Agent conversational
  6. Agent loop
  7. Agentic ai software development
  8. Agentic ai
  9. Agentic rag context engineering
  10. Agi is engineering problem
  11. Ai adoption trends
  12. Ai career tools
  13. Ai engineering
  14. Ai labor market impact
  15. Ai next evolution of computers
  16. Ambient agents
  17. Antfarm patterns orchestrating specialized agent teams
  18. Automate vs accelerate
  19. Autonomous vs controlled agents
  20. B2a saas emergence
  21. Building multi agent research systems
  22. Caio ai governance first 90 days
  23. Chain of thought reasoning
  24. Chatgpt is not an llm
  25. Claude 4 prompt engineering best practices
  26. Compound engineering vs traditional software engineering
  27. Compound engineering
  28. Context engineering art of delegation
  29. Context engineering
  30. Deepseek r1 paradigm shift
  31. Dense models vs mixture of experts
  32. Deterministic vs propapbistic
  33. Emerging user interaction patterns agentic applications
  34. Evolving ai agent ux
  35. Future work skills
  36. Gen ai strategies
  37. Generating llmstxt for astro
  38. Getting started with gen ai
  39. Glossary of generative ai terms
  40. Horizontal vs vertical saas
  41. How to present ai strategy to board
  42. Importance of ai evals
  43. Innovation culture
  44. Interesting finds of the week
  45. Jev decision plane agent architecture
  46. Jev model that refuses to write
  47. Job titles in ai era
  48. Llm optimization
  49. Mcp b2a standard
  50. Mcp foundation for agentic ai
  51. Memory based agent learning
  52. Move 37 and agents
  53. Next wave of coding
  54. Prompt engineering agentic workflows
  55. Ralph loop compound engineering future software development
  56. Rnn deep dive
  57. Route to agi
  58. Seo to sao
  59. Sequence to sequence learning
  60. Service as a software
  61. Single agent vs multi agent
  62. Software 3 0 age of ai
  63. Solo developer ai team
  64. Switch to uv
  65. The reliability chasm in ai agents
  66. Thinking in agents
  67. Tokeniser
  68. Vibe coding to agentic engineering
  69. Voice agents future of interaction
  70. Workflows
  71. Zero click phenomenon