ANTI-SLOP — The Agent Design Playbook
Ten tells of AI-built UI + a pass/fail browser QA gae
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Read the full description
We had AI build fictional storefronts - and they got caught by the gate, not the review. The ANTI-SLOP playbook: ten structural tells of AI-built UI, a ~1KB pre-prompt that stops slop before code exists, and a pass/fail acceptance gate that runs in a real browser and ships failure screenshots as receipts. 12 pages of teardowns with real screenshots. Grab the free 2-page extract first - if your AI output already passes it, you do not need the rest.
Visit website ↗ Source listing ↗
PH · launched Oct 20, 2026 · 1 upvote (top 67%)
- Horizontal
- Content generation
- Prosumer
- Not AI
- Hobby / open-source project
- Design Tools
- Artificial Intelligence
Similar launches
See all 60 similar launches →Could you build this?
Yes The playbook is written content, and a pass/fail browser QA gate can be built with standard tools like Playwright and screenshot capture.
Competitors
Other products that read as similar to this one : 60 launches clear the similarity bar, closest 8 shown.
Attention rank: #35 of 61 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 321 days after the earliest competitor.
- anti-ai-slop · github · 2026-09-14 · 68 upvotes · similarity 0.59
- Scan any website for AI design patterns · hn · 2026-07-07 · 5 upvotes · similarity 0.52
- SlopFix · ph · 2026-10-16 · 2 upvotes · similarity 0.49
- ai-slop-detector · github · 2026-10-12 · 78 upvotes · similarity 0.45
- Slop or not · hn · 2026-03-12 · 19 upvotes · similarity 0.44
- AI Slop Detector · ph · 2026-09-30 · 2 upvotes · similarity 0.43
- Anti-Slop Kit · ph · 2026-09-30 · 1 upvotes · similarity 0.43
- AISlop, a CLI for catching AI generated code smells · hn · 2026-05-29 · 73 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.