Obseverved Patterns

W.C.Sholtz ( Thrax Magus Maxus )
"Synthesis Modeler ๐Ÿง ๐Ÿ˜Ž
I build models that synthesize across systems ๐Ÿ˜
Iโ€™m independent. I work through the intersection and build frameworks.โ˜บ๏ธ๐Ÿ˜œ๐Ÿ˜Ž

I build frameworks for how minds and AI systems actually behave โ€” not how the manuals say they should.

Most of my work is about diagnosing broken loops: internal dialogue, communication breakdowns, LLM interactions, and the subtle ways systems drift when we push instead of listen.

I donโ€™t sell optimization hacks or productivity fantasies. I work Slow, Methodical, and Ethical ( S.M.E. ) โ€” building tools that hold up under real use, not just good demos.

Everything you see is built mobile-first from real conversations, tested in deployment, and refined in public.
AI isnโ€™t magic here. Itโ€™s a mirror.

West Coast BC. Canada