Glossary
What is ai slop?
AI slop is low-quality, unreviewed AI-generated output shipped at volume: code that runs but was never checked, copy that reads plausible but is wrong, UI that renders but breaks on first click. It's not a model-quality problem. It's a review problem. Slop is whatever ships because nobody stopped to look at it before it went out.
Why it matters
Loops multiply output. A single agent pass might produce ten UI attempts, ten pull requests, ten drafts. Without a review checkpoint between iterations, slop compounds: the loop ships broken output faster instead of catching it once. The bottleneck doesn't disappear when you add a loop. It moves to whoever is supposed to be looking, and if nobody is, everything downstream inherits the mistake.
How Patchrooms uses it
Patchrooms is the review checkpoint that catches slop before it ships. Embed one script tag on a preview or staging page; any reviewer clicks the broken element, leaves a comment or voice note, and the report captures the DOM selector, a screenshot, the page URL, and console errors automatically. Copy agent feedback turns that into a Markdown prompt block your agent runs directly, so the next loop iteration fixes the slop instead of adding more of it.
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