Blog

Name: Sailop
Author: Sailop

22 articles on AI slop detection, design systems, and building unique frontends.

Mar 19, 20268 min read

The Card Grid Problem: Why 3 Identical Cards Kill Your Conversion

Three equal-width cards in a grid is the most overused UI pattern on the web. Learn why it hurts conversion and discover better alternatives like dl/dt/dd, tables, and flowing text.

Mar 18, 20269 min read

MCP Servers for Design: How Sailop Integrates with Any AI Agent

Model Context Protocol lets AI agents call external tools. Sailop exposes 8 MCP tools that give any agent the ability to detect and fix AI slop in real time.

Mar 17, 20269 min read

How to Build a Unique Landing Page in 2026 (Without Looking AI-Generated)

Practical tips for building landing pages that stand out in a sea of AI-generated sameness. Before and after examples using Sailop rules.

Mar 16, 20268 min read

Sailop vs ESLint: Why Design Needs Its Own Linter

ESLint catches code quality issues. Sailop catches design quality issues. They are complementary tools solving different problems. Here is why you need both.

Mar 16, 20267 min read

The Terminal Mockup Problem: Why Those 3 Dots Ruin Your Design

The red, yellow, and green dots on fake terminal windows are the number one visual tell that your site was built by AI. Here is why and what to use instead.

Mar 15, 20268 min read

What is AI Slop? The 7 Dimensions of Generic Design

Every AI coding tool produces the same visual DNA. Learn the 7 measurable dimensions that define AI slop and how to detect it in any codebase.

Mar 12, 20267 min read

Why Every AI-Generated Website Looks the Same

Inter font, blue-500 buttons, centered hero, grid-cols-3. The AI design monoculture is real, and there are specific technical reasons for it.

Mar 8, 20266 min read

How to Detect AI-Generated Code in 30 Seconds

You don't need to be an expert to spot AI-generated frontend code. Here's a quick guide using Sailop's DNA scoring system.

Mar 4, 202610 min read

The Anti-Slop Manifesto: 73 Rules for Unique Design

A complete reference of NEVER/ALWAYS rules that separate AI-generated defaults from intentional design. The anti-slop rulebook.

Feb 28, 20267 min read

Claude Code + Sailop: Building Unique Frontends in Minutes

How to use Sailop as a Claude Code skill and MCP tool to generate unique, non-generic frontends without manual design work.

Feb 24, 20269 min read

From Grade F to Grade A: A Before/After Case Study

A real walkthrough of taking an AI-generated landing page from a DNA score of 84 (Grade F) down to 18 (Grade A) with specific, measurable changes.

Feb 20, 20267 min read

The Typography Problem: Why Inter Is Killing Your Brand

Inter is the default font of AI-generated code. If your site uses it, you look like every other AI-built page. Here's why and what to use instead.

Feb 16, 20268 min read

Procedural Design Systems: How Sailop Generates Infinite Palettes

Sailop uses seed-based procedural generation to create unique design systems. Here's how the HSL math, WCAG contrast, and reproducibility work.

Feb 12, 20267 min read

CI/CD for Design: Catching AI Slop Before It Ships

Integrate design quality checks into your CI/CD pipeline. Catch AI-generated visual defaults in pull requests before they reach production.

Feb 8, 20268 min read

The Future of AI-Assisted Design: Constraints, Not Templates

The answer to AI design homogeneity isn't more templates. It's better constraints. Here's why constraint-based generation produces superior results.

Mar 19, 202622 min read

The Complete Guide to Anti-AI Design in 2026

A comprehensive 2500-word guide covering everything from detecting AI visual patterns across 7 dimensions to building a full anti-slop workflow with Sailop. Includes scoring breakdowns, transformation examples, advanced techniques, and team integration strategies.

Mar 19, 202628 min read

90+ AI Design Patterns to Avoid: The Definitive List

The most comprehensive catalog of AI-generated design patterns on the web. 90+ patterns across color, typography, layout, animation, components, structure, and spacing -- each with detection criteria, examples, and human-crafted alternatives.

Mar 19, 202618 min read

Sailop vs ThemeForest vs Shadcn: Why Templates Need a Score

We scanned popular templates from ThemeForest, Shadcn, and Vercel with Sailop and the results are not good. Most score Grade D or worse. Here is what makes templates generic, why the $19 template costs more than you think, and how to evaluate any template before buying.

Mar 20, 202630 min read

AI Slop Encyclopedia: Every Pattern, Every Fix, Every Tool

The definitive 5000+ word reference on AI slop: 87 patterns across 7 dimensions, detection techniques, fix examples, tool comparisons, and the scoring system that grades your site from A to F. The only resource you need.

Mar 20, 202615 min read

How AI Coding Agents Actually Generate CSS (And Why It's Always the Same)

A deep technical look at LLM tokenization, token probability distributions, and training data bias that explains why every AI agent produces identical CSS. Learn why constraints beat randomness.

Mar 20, 202612 min read

Building a Design System Generator from Scratch

A technical tutorial on building a procedural design system generator using HSL color spaces, seeded PRNGs, WCAG contrast calculations, and font pairing algorithms. Full code examples from Sailop's source.

Mar 20, 202610 min read

The State of AI Web Design in 2026: Data from Scanning 1,000 Sites

We scanned 1,000 websites built with AI coding tools and measured them across 7 design dimensions. The results reveal a web that is converging toward a single aesthetic. Here is the data.