AtlasScope
Clear systems. Practical tools.
I explain technical systems in plain English—and build practical tools for using them.
AtlasScope is where I explain technical systems in plain English and build practical tools around them. Working Knowledge is the flagship: a sourced field guide to AI, agent products, and the infrastructure underneath them.
The public identity is intentionally Atlas. The work should earn trust through clear explanations, visible evidence, and tools you can inspect—not through invented credentials.