Guides and deep dives.
How-to guides, pattern breakdowns, and project updates.
What 264,000 Scans Say About AI-Generated Code Quality
August data from 264,000 aislop scans: 4 in 10 repositories carry AI-slop patterns, and 1 in 8 agent edits left the file worse than it found it. The numbers, and what they do not prove.
Read more →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 →npx aislop scan: First Code Quality Run on AI Generated Code
Run npx aislop scan with no install. What the 0 to 100 score means, where the GitHub repo lives, and how to put the same code quality check in CI.
Read more →How to Scan AI Generated Code for AI Slop
How to scan AI generated code with a local CLI, changed-file mode, and a CI gate. What a slop scan can prove about code quality and what it cannot.
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.
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