how do sonarqube code quality metrics actually work and which ones should a junior developer focus on improving first
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do sonarqube code quality metrics actually work and which ones should a junior developer focus on improving first
1 real search · 1 real-search pass
SonarQube documentation metrics reliability maintainability security coverage duplication cognitive complexity quality gates new codeGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
SonarQube documentation metrics reliability maintainability security coverage duplication cognitive complexity quality gates new code Google ↗
- Understanding measures and metrics | SonarQube Server · docs.sonarsource.com
- Understanding measures and metrics | SonarQube Server 2025.4 LTA · docs.sonarsource.com
- Understanding project metrics in SonarQube Server · sonarsource.com
- Quality Gates documentation · docs.sonarsource.com
- SonarQube issues documentation · docs.sonarsource.com
- Sonar learning resources · sonarsource.com