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Slop detection, not AI detection

A free, open-source tool that reads content along two axes: AI-provenance signal and slop-independence. Built for editors, writers, and anyone deciding what is

· 7 min read

The architecture of an open-source slop detector

Multi-pass orchestrator, seven-layer hosted-tier safety, tools-router pattern, and the open-source license choices that keep a free LLM-mediated tool alive. The

· 9 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.

· 10 min read