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ANTI-SLOP — The Agent Design Playbook
Ten tells of AI-built UI + a pass/fail browser QA gae
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.
We had an AI build two fictional storefronts in one afternoon — a Warsaw watch manufacture and a tiny type foundry. The agent's own code review passed its work. Our gate did not: run against the live page at 3 breakpoints, it caught 4 bugs the model had already signed off on (a hero shipped on a screen that needed a spec table; a buy bar whose price floated off-screen at 375px).
The playbook is the doctrine that came out of it: the ten structural tells of AI-built UI, the ~1KB pre-prompt that kills the visual ones before code exists, and the pass/fail acceptance gate that runs in a real browser and ships its failure screenshots as receipts. 12 pages, real teardowns with screenshots, zero income promises. The 2-page extract is free — link above.
About ANTI-SLOP — The Agent Design Playbook on Product Hunt
“Ten tells of AI-built UI + a pass/fail browser QA gae”
ANTI-SLOP — The Agent Design Playbook was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #414 on the daily leaderboard. 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.
On the analytics side, ANTI-SLOP — The Agent Design Playbook competes within Design Tools and Artificial Intelligence — topics that collectively have 745.1k followers on Product Hunt. The dashboard above tracks how ANTI-SLOP — The Agent Design Playbook performed against the three products that launched closest to it on the same day.
Who hunted ANTI-SLOP — The Agent Design Playbook?
ANTI-SLOP — The Agent Design Playbook was hunted by KURSYWA PRESS. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ANTI-SLOP — The Agent Design Playbook including community comment highlights and product details, visit the product overview.
KURSYWA PRESS