Synthesis Engineering·Synthesis Coding·Synthesis Writing·Synthesis Project Management

Choosing Local AI Models by Measuring the Machine

Profile a computer, choose local open-weight models that fit, install them safely, and map exact artifacts to each machine with a reproducible workflow.

August 23, 2026·11 min read

A compounding pattern catalog for AI slop

Why a methodology for detecting AI-generated content should keep the patterns it retires, not delete them. The shape of the catalog behind slopcheck.

May 29, 2026·10 min read