Don't Build a Second Brain
Several agents, one knowledge base. How I centralized the rules without building a second system to run them.
Systems
San Salvador & Mexico City · Essays by Miguel Escalante
Models are the easy part. The job is the system around them.
Field notes on applied mathematics, AI in production, and the human bottlenecks that decide whether software actually works.
Archive
RSSFour Agents and a Shared Brain
The setup before the system: who my agents are, where they live, and the one thing they all reach into.
Systems
From Verificado19s to DoctorSV · Part 2
Part 2 of 2. The eight years after Verificado19s: Globant again, OPI and Kavak, then back to public service in El Salvador.
Career
From police analytics to earthquake response · Part 1
A few honest notes on the jobs I've held, the things I got wrong, and what the work actually feels like. Part 1 of 2.
Career
Juay the Docker
An intro to Docker: containers, images, and why they end the 'works on my machine' problem.
DevOps