Who should use the Detect software vulnerabilities Workflow Blueprint workflow?
Teams or solo builders working on security & privacy tasks who want a repeatable process instead of one-off tool experiments.
AI Workflow · Security & Privacy
Real task-to-tool workflow for "Detect software vulnerabilities" built from live mapping data.
Deliverable outcome
All prioritized vulnerabilities are remediated and verified as closed.
30-90 minutes
Includes setup plus initial result generation
Free to start
You can swap tools by pricing and policy requirements
All prioritized vulnerabilities are remediated and verified as closed.
Use each step output as the input for the next stage
Step map
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use Betterscan to a comprehensive, versioned inventory of all software assets ready for vulnerability scanning. Then, you pass the output to Checkmarx One Developer Assist to a prioritized list of code-level vulnerabilities with location and remediation guidance. Then, you pass the output to Snyk (DeepCode AI) to a list of vulnerable dependencies with cve ids, severity scores, and recommended fixes. Then, you pass the output to Acunetix to a report of runtime vulnerabilities with proof-of-concept evidence and remediation steps. Then, you pass the output to Jira Software to a prioritized, deduplicated list of vulnerabilities with assigned owners and target fix dates. Then, you pass the output to Notion AI 3.0 to a complete vulnerability report delivered to stakeholders and development teams. Finally, Checkmarx One Developer Assist is used to all prioritized vulnerabilities are remediated and verified as closed.
Identify and inventory assets
A comprehensive, versioned inventory of all software assets ready for vulnerability scanning.
Perform static application security testing (SAST)
A prioritized list of code-level vulnerabilities with location and remediation guidance.
Conduct dependency and open-source scanning
A list of vulnerable dependencies with CVE IDs, severity scores, and recommended fixes.
Perform dynamic application security testing (DAST)
A report of runtime vulnerabilities with proof-of-concept evidence and remediation steps.
Review and prioritize findings
A prioritized, deduplicated list of vulnerabilities with assigned owners and target fix dates.
Generate and deliver vulnerability report
A complete vulnerability report delivered to stakeholders and development teams.
Remediate and verify fixes
All prioritized vulnerabilities are remediated and verified as closed.
List all software components, libraries, and dependencies in your environment. Use a software bill of materials (SBOM) generator or manual audit to capture versions and sources. This ensures no component is missed during scanning.
Why Betterscan: Betterscan includes SBOM Generation, which directly matches the need for an SBOM generation tool for asset inventory.
Run SAST tools against source code to identify security flaws like injection, buffer overflows, and insecure configurations. Configure rules for your language and framework, then review findings to filter false positives.
Why Checkmarx One Developer Assist: Checkmarx One Developer Assist is a dedicated SAST tool for vulnerability detection and code scanning.
Use a software composition analysis (SCA) tool to check all third-party libraries and dependencies against known vulnerability databases (e.g., NVD, GitHub Advisory). Automatically match versions to CVEs and assess exploitability.
Why Snyk (DeepCode AI): Snyk (DeepCode AI) offers Dependency Vulnerability Scanning, which is the core need for SCA.
Deploy a DAST scanner against a running instance of the application (staging or test environment) to find runtime vulnerabilities like XSS, SQL injection, and authentication flaws. Configure the scanner with login credentials and crawl settings to cover authenticated areas.
Why Acunetix: Acunetix is a dedicated DAST tool for vulnerability scanning and risk assessment.
Aggregate results from SAST, SCA, and DAST scans into a single dashboard. Rank vulnerabilities by CVSS score, exploitability, business impact, and asset criticality. Assign severity labels and create a remediation roadmap.
Why Jira Software: Jira Software is a common vulnerability management platform for tracking and prioritizing findings.
Compile a final report summarizing all detected vulnerabilities, their severity, affected components, and recommended fixes. Include executive summary for stakeholders and technical details for developers. Deliver via dashboard or PDF.
Why Notion AI 3.0: Notion AI 3.0 can generate AI meeting notes and summaries, and can be used to create structured vulnerability reports.
Developers apply patches, update libraries, or refactor code based on the prioritized list. After remediation, re-run relevant scans (SAST, SCA, DAST) to confirm vulnerabilities are resolved. Update the vulnerability management system with closure status.
Why Checkmarx One Developer Assist: Checkmarx One Developer Assist provides real-time remediation and code scanning, directly supporting fix verification.
§ Before you start
Teams or solo builders working on security & privacy tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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