Guide articles.
24 articles in guide.
How to Check Code Quality Without Drowning in Findings
How to check code quality in a repo that ships AI-written changes: define the bar, automate repeatable checks, score the residue, and keep human review for intent.
Read more →AI Code Review for AI Generated Code
AI code review for AI generated code: deterministic scan first, then optional LLM comments, then a person on intent. How to keep code quality without drowning in bots.
Read more →Deterministic AI Code Review: A Gate You Can Enforce
Deterministic AI code review returns the same findings for the same AI generated code. Use it as the code quality gate. Keep LLM review for intent.
Read more →AI Slop in Pull Requests: Catch It Before Review
AI slop in pull requests is residue in AI generated code that still looks mergeable. Scan the diff, fail CI on a code quality score, then review intent.
Read more →Why Linters Miss AI Slop in AI Generated Code
ESLint, Ruff, and Sonar catch bugs they were built for. AI slop in AI generated code is often residue that still compiles. Why a code quality gate still has a gap.
Read more →AI Generated Code Quality: What to Check Before Merge
AI generated code quality is a workflow: tests for behavior, a deterministic scan for AI slop, then human review for intent. What to check, what to automate, what to leave to people.
Read more →Slop Coding: When Vibe Coding Skips Code Quality
Slop coding is vibe coding without a code quality gate. AI generated code ships, AI slop lands in main, review pays later. How to keep the speed.
Read more →What Is Slop Code? Meaning, Code Slop, and How to Spot It
Slop code (also called code slop) is AI generated code that compiles and still costs review. Meaning, examples, and how a code quality scan names it.
Read more →What aislop Means: CLI, AI Slop, and the Name
What aislop means: a code quality CLI for AI generated code. Not r/aislop, not the memecoin, not Wikipedia. How to run npx aislop and where GitHub lives.
Read more →What SlopCodeBench Measures — and How to Gate Against It
SlopCodeBench (arXiv 2603.24755) measures how coding agents degrade as they extend their own code. It is not aislop. Here is what the benchmark tracks, and which residue a deterministic gate can catch.
Read more →