Can you recommend any free alternatives to automated vulnerability scanning for DevOps that still offer decent protection for a startup
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend any free alternatives to automated vulnerability scanning for DevOps that still offer decent protection for a startup
1 real search · 1 real-search pass
2026 free open source DevSecOps security scanning tools Trivy Gitleaks Semgrep OWASP ZAP Dependency-Track officialGoogle ↗
OBSERVEDOther / navigational
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
2026 free open source DevSecOps security scanning tools Trivy Gitleaks Semgrep OWASP ZAP Dependency-Track official Google ↗
- Trivy official website · trivy.dev
- Semgrep official website · semgrep.dev
- Gitleaks GitHub repository · github.com
- OWASP ZAP official website · zaproxy.org
- OSV-Scanner GitHub repository · github.com
- Dependency-Track official website · dependencytrack.org
- Vulnerability Management · owasp.github.io
- www-community/pages/Free_for_Open_Source_Application_Security_Tools.md at master · OWASP/www-community · github.com
- Vulnerable Dependency Management · cheatsheetseries.owasp.org