{"slug": "cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained", "title": "Cleaner AI training data, fewer bugs: Sonar’s SonarSweep explained", "summary": "Sonar has launched SonarSweep, a tool designed to clean AI training data and reduce software bugs by removing low-quality or erroneous code from datasets used to train large language models. The tool addresses a growing need as AI-generated code becomes more prevalent in daily software development, aiming to improve the reliability of both training data and the resulting code.", "body_md": "Large language models have moved quickly from novelty to daily infrastructure in software development. We are no longer using AI\n\nThe post Cleaner AI training data, fewer bugs: Sonar’s SonarSweep explained appeared first on The New Stack.", "url": "https://wpnews.pro/news/cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained", "canonical_source": "https://thenewstack.io/ai-training-data-quality/", "published_at": "2026-06-11 12:00:00+00:00", "updated_at": "2026-06-11 17:44:51.117592+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-tools", "ai-products"], "entities": ["Sonar", "SonarSweep", "The New Stack"], "alternates": {"html": "https://wpnews.pro/news/cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained", "markdown": "https://wpnews.pro/news/cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained.md", "text": "https://wpnews.pro/news/cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained.txt", "jsonld": "https://wpnews.pro/news/cleaner-ai-training-data-fewer-bugs-sonars-sonarsweep-explained.jsonld"}}