April 2025

Staff engineers are increasingly encouraged to adopt AI tools, but much of the discussion focuses on basic code generation. This post explores how staff engineers can use Cursor to tackle real engineering challenges and automate tedious tasks that consume valuable time. A Three-Step Framework for Using Cursor Explore: Share context about the problem and gather […]

Google Cloud’s latest report shows that businesses are moving beyond just experimenting with AI – they’re now using it to solve real problems. This shift creates new opportunities for startups that can build practical solutions. Let’s look at what the report tells us about these opportunities. Where We Are Now Businesses of all sizes are

The tech world has been buzzing about MCPs (Machine Conversation Protocol), but beneath the viral discussions lies a fundamental shift in how AI assistants interact with the world around them. This isn’t just another technical buzzword – it’s a potential game-changer in how we build and use AI systems. The Evolution of AI Assistants The

Implementar un modelo de machine learning (ML) en un Jupyter Notebook o un entorno local es solo el comienzo. El verdadero desafío comienza al llevar ese sistema a producción, donde debe ser robusto, escalable y mantenible en el tiempo. El conjunto de prácticas conocido como MLOps (Machine Learning Operations) abarca todos los pasos necesarios para

AWS released several significant updates this week across AI/ML services, compute infrastructure, and security features. Key updates that impact cloud architecture and development workflows include: AI/ML Enhancements Meta’s Llama 4 Now Available in Amazon Bedrock AWS has made Meta’s latest Llama 4 models available in Amazon Bedrock. The first models in the series—Llama 4 Scout

Las empresas que dependen de arquitecturas tradicionales de TI comienzan a enfrentar obstáculos significativos. Servidores subutilizados generan costos fijos altos, las aplicaciones monolíticas dificultan escalar para subidas de demanda (o introducen latencia para usuarios globales), y mantener la infraestructura consume tiempo valioso de los equipos de TI. Además, implementar nuevas funcionalidades suele ser lento y

What is CI/CD and why is it essential in the cloud? Continuous Integration and Continuous Delivery (CI/CD) is a set of practices that automates the process of building, testing, and deploying software frequently. Instead of waiting for long release cycles, teams integrate code changes continuously and deliver them to production through an automated pipeline. This

¿Qué es CI/CD y por qué es fundamental en la nube? La Integración Continua y Entrega Continua (CI/CD) es un conjunto de prácticas que automatiza el proceso de construir, probar y desplegar software de forma frecuente. En lugar de esperar largos ciclos de lanzamiento, los equipos integran cambios de código continuamente y los entregan a

The journey of building a startup with a co-founder is often romanticized in the tech world. We hear stories of successful partnerships that created billion-dollar companies, but rarely do we discuss the challenges and conflicts that arise along the way. The reality is that co-founder relationships are complex, intense, and require constant work to maintain.

I spent 19 years in recruitment. Over that time, I worked with companies of all sizes, from fast-moving startups to enterprise clients with lengthy procurement processes. I saw great candidates get matched with the right jobs, but I also saw a frustrating number of deals stall or disappear entirely—sometimes after weeks of effort. And not