Guides and deep dives.
How-to guides, pattern breakdowns, and project updates.
The AI Slop Loop: When AI-Generated Code Creates Self-Reinforcing Quality Problems
AI writes shallow code. Shallow code produces incidents. Incidents produce more AI-generated fixes. The fixes introduce new shallow patterns. The loop accelerates.
Read more →AI Slop Statistics 2026: The Data Behind the Backlash
74% of new web pages contain AI content. 51% of GitHub commits ship AI code. 62% of it carries a security weakness. Here are the numbers that actually matter to engineering teams, and what they don't tell you.
Read more →aislop and CodeRabbit: Deterministic Gates and AI-Powered Review
Two tools, two philosophies. CodeRabbit helps with LLM-powered PR review. aislop enforces defined AI-code hygiene rules. Here is when each fits.
Read more →Best AI Code Quality Tools 2026: From Linters to Quality Gates
A practical guide to SonarQube, CodeRabbit, Greptile, Qodo, GitHub Copilot Review, and deterministic quality gates: what each category does well, where it stops, and how to choose.
Read more →How to Add a Quality Gate to Your AI Agent in 2 Minutes
One local scan. One GitHub Actions job. Every PR from every agent held to the same bar. Here is the fastest way to stop AI slop from shipping.
Read more →The Swallowed Exception That Broke Production: AI Slop Pattern Deep Dive
An empty catch block. A 401 error. Three weeks of blank dashboards. This is the most common bug in AI-generated code — and it has a documented fix.
Read more →Where SonarQube Stops, and AI-Slop Rules Start
SonarQube is a mature static analysis suite. AI-written code adds a different set of repeatable patterns. Here is where a focused AI-code hygiene layer can help.
Read more →High-quality AI coding standards
Does your coding agent have a coding standard? AGENTS.md is not enough. Here are ten rules we enforce mechanically, on every commit, on every project.
Read more →Vibe coding, done right
Letting the agent drive is a cheat code. It is also how you ship five unrelated files full of slop at 2am. Here is how we vibe-code without shipping the slop.
Read more →AGENTS.md is a sign on the wall. Agents don't read signs.
AGENTS.md is not enough. You have to hold your agent accountable. AGENTS.md is the WHAT. aislop rules are the HOW. aislop ci is the GATE. aislop fix --agent is the LOOP. Four layers, none optional.
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