{"type": "article", "title": "Alternatives to line-by-line code review: six verification layers for agent-written pull requests, and what each one catches", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/alternatives-to-line-by-line-code-review-six-verification-layers-for-agent-pull", "original_source": "https://stackness.dev/blog/alternatives-to-line-by-line-code-review-six-verification-layers-for-agent-written-pull-requests-and", "published": "2026-10-11T10:25:20+00:00", "accessed": "2026-10-11", "id": "alternatives-to-line-by-line-code-review-six-verification-layers-for-agent-pull"}