Is SonarQube actually worth the hype for small teams or should we just use native GitHub security alerts instead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is SonarQube actually worth the hype for small teams or should we just use native GitHub security alerts instead?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
GitHub native code security features Dependabot secret scanning code scanning official documentation 2026 Google ↗
SonarQube Cloud pricing small teams features quality security analysis official 2026 Google ↗
- Managing security and analysis settings for your repository · docs.github.com
- SonarQube Cloud | Cloud-Native Code Quality & Security · sonarsource.com
- SonarQube Server Plans & Pricing | Sonar · sonarsource.com
- GitHub Code Security · github.com
- Concepts for security and code quality · docs.github.com
- SonarQube | Code Quality, Security & Verification Tools · sonarsource.com
- Plans & Pricing: Enterprise & Team Plans for Developers · sonarsource.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub native code security features Dependabot secret scanning code scanning official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SonarQube Cloud pricing small teams features quality security analysis official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |