IA y ingeniería, en inglés sencillo
Análisis de noticias y guías prácticas sobre la tecnología que construimos todos los días: sistemas de IA, el Protocolo de Contexto de Modelos, ingeniería de datos y decisiones de software honestas. Escrito primero para propietarios de negocios, segundo para ingenieros.
Claude Fable 5.1 vs GPT-5.6 Sol vs Gemini 3.1 Pro: What Business Leaders Should Actually Use
Three flagship models updated within months of each other, and graduate-level reasoning benchmarks now call it a statistical tie. The real question isn't which is smartest - it's which one earns its cost on your actual workload.
5 de septiembre de 2026 · 9 min read
MCP Just Went Stateless: What the July 2026 Spec Rewrite Means for Your Integrations
The biggest Model Context Protocol revision since launch has had five weeks to settle in. Here's what actually changed, what it fixes, what it doesn't, and why the security numbers matter more than the architecture diagram.
2 de septiembre de 2026 · 9 min read
AI Coding Assistants Now Write 46% of Code: What CTOs Need to Know Before Scaling Org-Wide
This isn't a forecast - it already happened. GitHub Copilot users now ship AI-generated code in nearly half their commits, and the governance most companies have in place hasn't caught up to that number at all.
29 de agosto de 2026 · 9 min read
88% of Enterprises Had an AI Agent Security Incident This Year - Here's the Governance Gap Behind It
Nine government agencies, 195 million taxpayer records, one attacker, two off-the-shelf AI coding tools. The incidents behind this year's agent-security numbers are not hypothetical, and most companies still can't tell their agents apart from their employees.
24 de agosto de 2026 · 8 min read
The Vibe Coding Technical Debt Crisis: How to Ship Fast With AI Without Paying to Rebuild It
Roughly 10,000 startups shipped production apps by vibe coding with AI. More than 8,000 of them now need a rescue engagement costing $50,000 to $500,000. Here's what actually breaks, what fixing it costs, and how to not become the next one.
19 de agosto de 2026 · 8 min read
AI Agents in Production: How to Be in the 23% Actually Seeing ROI
97% of executives say their company deployed AI agents this past year. Only 23% of them are seeing real ROI from it. The gap between those two numbers isn't about the technology - it's about six specific decisions the successful 23% made and most companies didn't.
14 de agosto de 2026 · 8 min read
Low-Code vs Custom Software in 2026: When the $45B No-Code Boom Isn't Right for You
Low-code is projected to power 75% of new business applications by the end of 2026. We build custom software for a living, and we still think that's the right call for a lot of teams - just not the ones building the product they're betting the company on.
8 de agosto de 2026 · 8 min read
How Fintechs Cut Loan Approval From Days to Minutes With AI in 2026
A loan decision that took 48 hours now takes 8 minutes at institutions running AI-powered underwriting. That speed isn't the interesting part - the interesting part is that it's coming with more approvals, fewer defaults, and a compliance problem most fintechs haven't solved yet.
3 de agosto de 2026 · 8 min read
AI in Healthtech 2026: The Fastest-Growing Adoption Curve in Any Industry, and What It Actually Takes to Do Safely
81% of physicians now use AI professionally, up from 38% in 2023 - the fastest adoption curve of any major industry. The clearest win is boring, unglamorous, and already changing how burnout looks in hospitals. The hard part is everything underneath it.
28 de julio de 2026 · 7 min read
AI-Powered Manufacturing in 2026: Turning $260,000-an-Hour Downtime Into a Solved Problem
Unplanned downtime now costs discrete manufacturers roughly $260,000 an hour. Facilities running AI-driven predictive maintenance properly are cutting that downtime by up to half - and the ROI math on getting there is some of the cleanest in enterprise AI.
22 de julio de 2026 · 7 min read
Claude Sonnet 5 Está Aquí - Lo Que Realmente Significa Para Tu Negocio
El nuevo modelo de nivel medio de Anthropic planifica, utiliza herramientas y trabaja de forma autónoma a un nivel que recientemente requería modelos mucho más caros. Aquí está la lectura práctica para el software empresarial.
10 de julio de 2026 · 7 min read
MCP en 2026: Cómo un protocolo de dos años se convirtió en el estándar para la integración de IA
Desde un proyecto paralelo de Anthropic hasta la gobernanza de la Linux Foundation, 97 millones de descargas mensuales del SDK y más de 10,000 servidores públicos, el Protocolo de Contexto de Modelo ganó silenciosamente. Esto es lo que significa si diriges un negocio.
3 de julio de 2026 · 8 min read
¿Qué es MCP? Una guía en lenguaje sencillo para propietarios de negocios
El Protocolo de Contexto del Modelo permite que los asistentes de IA utilicen de manera segura tus datos y herramientas empresariales reales, para que las respuestas provengan de tus sistemas, no de conjeturas de internet. Sin jerga, solo lo que hace y cuándo lo necesitas.
19 de junio de 2026 · 6 min read
RAG, Explicado para Propietarios de Negocios (No se Requiere Matemáticas)
¿Por qué los chatbots de IA inventan cosas sobre tu negocio y cómo puedes hacer que dejen de hacerlo? La Generación Aumentada por Recuperación es la solución poco glamorosa detrás de casi todos los asistentes de IA confiables.
11 de junio de 2026 · 6 min read
Software Personalizado vs Comercial: Un Marco de Decisión Honesto
¿Una agencia de software personalizado diciéndote cuándo NO comprar software personalizado? Sí. Aquí está el marco de decisión que realmente usamos con los clientes, incluidos los casos en los que el software estándar es la mejor opción.
4 de junio de 2026 · 7 min read