De-Slopify — Remove AI Writing Artifacts

Purpose: Make your documentation sound like it was written by a human, not an LLM.

Key Insight: You can't do this with regex or a script—it requires manual, systematic review of each line.

What is "AI Slop"?

AI slop refers to writing patterns that LLMs produce disproportionately more commonly than human writers. These patterns make text sound inauthentic and "cringe."

Common Tells