Cris Magalang · Software automation engineer and product builder

Software automation engineer building practical systems for complex workflows.

I design and build practical software that turns complex workflows, requirements, and operational knowledge into clear, usable systems.

A left-to-right flow — operational knowledge held by people and spreadsheets, captured as a validated specification with its edge cases named, becoming a system that is automated, observable and reversible. A band beneath marks the empty, stale, partial and failed states handled at every stage.
The shape of most of my work, whatever the domain.

Featured work

KAE-Studio

Guides a user from an incomplete idea to an implementable specification, capturing the reasoning along the way.

In active development

KAE-Memory

Persistent memory and knowledge evolution for autonomous agents, so context survives beyond a single session.

In active development

I work on the unglamorous middle of software: the workflows, requirements and operational knowledge that decide whether a system is actually usable once it reaches the people who depend on it.

Most of what I build starts as something a team already does by hand — a reporting process, a release check, an interview that only one person knows how to run — and ends as a system that does it reliably, with the failure modes handled deliberately rather than discovered in production.

CRISHUB is where that work is documented. It grows one page at a time, and nothing appears here before it is real.

Twenty years, and what accumulated

The career runs from full-chip layout in 2003 to AI-assisted engineering today — physical design into design automation, into software automation, into cloud and production ownership. Each stage is why the next one was possible.

See the engineering path

Work and collaboration

I welcome conversations about software systems, automation, AI-assisted product development, technical leadership, and community-focused technology.

Start a conversationhello@crishub.com