Cybersecurity Tools
SAST, DAST, SCA, and container scanning -- the right tools for your CI/CD pipeline
Tool Categories and Use Cases
The cybersecurity tool landscape divides into four main categories. SAST (Static Application Security Testing) analyzes source code without executing the program, catching vulnerabilities during development. DAST (Dynamic Application Security Testing) tests a running application from the outside, simulating an attacker's perspective. SCA (Software Composition Analysis) identifies known vulnerabilities in third-party libraries. Container scanning verifies the security of Docker images and runtime environments before production deployment.
Open Source vs. Commercial Solutions
Open source tools such as SonarQube, OWASP ZAP, Trivy, and Grype provide a cost-effective starting point for security scanning. Commercial solutions like Checkmarx, Snyk, and Veracode add broader vulnerability databases, better integration, and support services. The right choice depends on organization size, in-house expertise, and regulatory requirements. Often the best outcome comes from combining multiple tools, as each covers a different part of the attack surface.
Softagram Analyzer for Dependency Analysis
Softagram Analyzer complements traditional security tools by providing a deep view into the software's dependency structure. Where SCA tools list vulnerable libraries, Softagram shows how the vulnerable component connects to the rest of the system and how far the impact reaches. This context is critical when prioritizing remediation: a vulnerability linked to a critical path demands immediate attention, while an isolated component's risk may be manageable. Integrated into the CI/CD pipeline, Softagram Analyzer delivers a continuous security view of every code change.
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