Tech Lead · Software Architect · Technical content creator
I've spent 9+ years building products with React, Next.js, Nest.js and AWS. What I learn building it, I publish here: practical articles and projects running in production with real users.
Useful content
No recycled theory: practical notes straight from production code.
RAG, embeddings, tool calling, evals: AI that ships to production, not demos.
Lambda, ECS, queues, Step Functions: architecture that scales without billing surprises.
React, Next.js, Astro, real-world performance and design systems that outlive the team.
Wrapping your REST endpoints one by one is the fastest way to build a useless MCP. Granularity, schemas that teach, the caller identity, and idempotency for when the model retries.
Read article →A connection pool and an ephemeral function are two ideas that contradict each other. Why connections run out, what RDS Proxy actually fixes, and what you can fix for free before paying for it.
Read article →While the data loads there is a screen almost nobody designs. Skeletons that do not shift, streaming with Suspense, and the delay trick that makes an app feel fast.
Read article →Want the content first? Follow me:
Projects
From design to deployment: architecture, frontend, backend, infrastructure and everything in between.
Install architectures, not dependencies.
A package manager for the AI-agent era: it injects full modules —code + AI rules + MCP servers— into your project from immutable Git commits.
24-hour criminal defence, with online booking and payments.
Bilingual website and platform for a criminal law firm: 3D emblem, coverage map, booking with verified payments, automatic emails and an admin panel to run it all without code.
Luxury nail bookings, in black and gold.
Booking app for a nail studio in Madrid that also does home visits: clients book in two taps and the manicurist runs everything from her phone.
Building in public
A recruitment operating system where job openings are created by chatting with AI — which also screens, scores and advances candidates. I am the top contributor to the monorepo (1000+ commits), from UI to infra. Much of what I write comes from here.
Owner of the shared UI component library used across every portal in the monorepo.
Vacancy-creation chat and matching engine with embeddings and structured scoring.
ECS Fargate, queues, Secrets Manager and CI/CD, managed with OpenTofu.
Migration from a monolithic backend to per-audience backends with NestJS 11 and Next.js 15.
About me
Developer from Caracas, based in Madrid. I went through agencies and startups in Venezuela, Spain and remote — from building websites in 2016 to leading the architecture of an AI-first product today.
This is my digital home: I publish what I learn, show what I build and share the process. If you want the formal career detail, it's in the CV.
