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Hello World: From Full-Stack to AI Orchestration

A quick intro about who I am, what I'm building, and where I'm heading next.

Felix Toledo

Felix Toledo

Full-Stack Engineer | AI Integrations

Welcome to my first log. I'm Félix Toledo, a Full-Stack Software Engineer based in Corrientes, Argentina. After more than four years of building high-performance applications, I decided it was time to put my thoughts and projects in one place.

The Journey So Far

I started my career navigating the classic full-stack path. From modernizing legacy systems at the Municipality of Corrientes to engineering full-pipeline platforms as a freelancer using Next.js, Node.js, and TypeScript. I like clean code and systems that actually scale.

What I'm Cooking Right Now

Currently, my day-to-day is split between a few major fronts:

Devlights & Healthcare: I'm currently working at Devlights for a US-based client in the mental health sector. It’s challenging work that requires a heavy focus on usability, HIPAA-level security awareness, and robust architecture.

Building "Jarvis": I'm in the final stretch of my B.S. in Information Systems Engineering. My final degree project is a local multi-agent orchestrator. Basically, my own privacy-first Jarvis. It ties perfectly into my current work with Model Context Protocol (MCP) and LLMs.

The Next Step: Enterprise AI

My main goal right now is to dive deeper into AI integrations within corporate environments. I don't just want to build simple wrappers; I want to engineer real systems where AI agents interact seamlessly with existing business logic, databases, and APIs to solve actual bottlenecks.

Offline

When I'm not debugging or reading docs, I'm just enjoying life at home with my girlfriend (whom I love very much). Balancing a thesis, a US client, and personal projects is a lot, but having a solid home base makes it all work.

I'll be posting technical deep dives, architectural thoughts, and project updates here. Stay tuned. 🚀

Written by

Felix Toledo

Full-Stack Engineer | AI Integrations · Corrientes, Argentina

Currently specializing in automated ecosystems and resilient architectures. Doing AI integrations and building scalable web applications.