Jariel Balberona Production systems, architecture, and automation

Now

What I am actively building and improving.

Updated April 2026

Primary focus

Dumadine

Building Dumadine as a multi-tenant hospitality operating system shaped around live service conditions, then extending it through event-driven workflows, reporting layers, and AI-assisted operational support.

Current priorities

Direction

Most of my attention is on building a stronger operating core for Dumadine: tighter event flow, clearer observability, and operator tooling that reflects real system state instead of after-the-fact reconstruction.