{"slug": "i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight", "title": "I Added One Agent to My Claude Setup and Output Quality Jumped 10% Overnight", "summary": "A developer reports that adding a single agent to their Claude setup improved output quality by 10% overnight, explaining Anthropic's rubric-grading loop and the importance of separation, and providing an 80-line version for users to run themselves.", "body_md": "How Anthropic’s rubric-grading loop works, why the separation matters, and the 80-line version you can run yourself\nContinue reading on Towards AI »", "url": "https://wpnews.pro/news/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight", "canonical_source": "https://pub.towardsai.net/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight-6e5947a62141?source=rss----98111c9905da---4", "published_at": "2026-06-15 19:31:00+00:00", "updated_at": "2026-06-15 19:44:48.709459+00:00", "lang": "en", "topics": ["ai-agents", "large-language-models", "ai-tools"], "entities": ["Anthropic", "Claude"], "alternates": {"html": "https://wpnews.pro/news/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight", "markdown": "https://wpnews.pro/news/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight.md", "text": "https://wpnews.pro/news/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight.txt", "jsonld": "https://wpnews.pro/news/i-added-one-agent-to-my-claude-setup-and-output-quality-jumped-10-overnight.jsonld"}}