About me
Hi, I'm Juan. Father of two, husband, and product engineer. I'm working on security tools at Corgea, including agents and other automation, to help fix vulnerabilities in large codebases.
I'm interested in the gap between what demos promise and what production systems survive. This is where I write through what I'm learning: agents, security, product decisions, trade-offs, and the parts of building that do not fit neatly in docs.
Being a dad twice over has made me more patient with systems that do not behave the way the manual says they should. That turns out to be useful at work too.
Start here
A useful place to start.
April 10, 2026
Self-Correcting Isn't Self-HealingRetrying is search. Healing is policy change. Search is cheap. Policy change is dangerous.
6 min
March 8, 2026
Same Definition, New MeaningFirst principles now point past interfaces and toward orchestrated outcomes.
2 min
February 17, 2026
Research → Design → Plan → ImplementA minimal workflow for shipping medium-size features without blowing up context.
1 min