AI
The most useful AI tools triangulate across public data that already exists. Seven free APIs, one AI synthesis layer, confidence scoring based on source agreement. Here's the pattern and why it matters.
Operations
Marine veteran. 32 years in enterprise IT — communications, collaboration, and infrastructure. No practical development or coding experience before this build. Two W-2 consulting engagements. Six companies under one holding entity. No back-office staff. This is the writeup of what running that experiment actually looks like — the tools, the