01 Sep 2026
Security checks play a critical role in protecting software from vulnerabilities before release. Traditionally, however, these checks are often carried out only at the end of the development cycle, once a build is considered feature-complete.
Development teams typically have to wait until late-stage testing to identify security flaws, by which point the code has often already been merged, built upon, or scheduled for release. As release frequency increases under CI/CD practices, running security checks as a single, final phase creates a growing bottleneck.
When vulnerabilities are discovered late, teams face greater remediation effort, delayed releases, and higher risk exposure if issues are missed or deprioritized under deadline pressure.
This creates the need for a shift-left security approach, where security testing is introduced earlier and applied continuously throughout the software development lifecycle (SDLC), rather than concentrated at a single late-stage checkpoint.
The key challenges include:
A more efficient approach is needed to help engineering teams identify potential vulnerabilities earlier in the development process, without adding friction to delivery timelines.
Kryon Knowledge Works can help organizations adopt a DevSecOps approach by integrating security controls directly into CI/CD workflows. Automated security scanning, dependency analysis, testing, and policy validation can be introduced throughout the software development lifecycle, helping teams identify potential vulnerabilities earlier rather than relying primarily on end-of-cycle security reviews.
Rather than relying on a one-time review before release, automated static application security testing (SAST), dynamic application security testing (DAST), and software composition analysis (SCA) can be integrated directly into the build and deployment stages.
This can give development teams greater visibility into potential security issues as code is developed and integrated, rather than only at the end of the development cycle.
Identifying vulnerabilities earlier in the pipeline can help prevent security issues from progressing further into later stages of development, where fixes typically require more time and effort.
This is particularly important because vulnerabilities identified late can require:
Root Cause Investigation → Code Rework → Regression Testing → Re-Review → Delayed Release
By strengthening security checks earlier in the pipeline, teams can make more efficient use of engineering time and reduce last-minute release pressure.
Integrated security scanning is designed to support development workflows rather than obstruct them. Security findings can be surfaced within existing developer workflows, enabling potential issues to be addressed closer to the point of development.
Development teams remain in control of how issues are addressed, while automation can reduce the manual burden of tracking down vulnerabilities after the fact.
Security scanning, dependency checks, and policy validation can operate within the same CI/CD pipeline used for everyday development, keeping security connected to the broader engineering workflow.
This creates a structured process:
Code Commit → Automated Security Scanning → Dependency & Policy Checks → Developer Remediation → Build & Deployment
Keeping these activities within the existing pipeline can reduce fragmented processes and give engineering teams a more connected approach to secure development.
Integrating security into the CI/CD pipeline can help create a more efficient and structured development process.
Kryon's DevSecOps approach can help organizations achieve:
By introducing automated security checks throughout the pipeline, development teams can focus their attention on building and shipping features while maintaining more consistent security coverage across releases.
End-of-cycle security reviews can add pressure to release timelines and allow vulnerabilities to reach later stages of development before being addressed. Kryon's DevSecOps approach can address this challenge by helping organizations integrate automated scanning, testing, dependency analysis, and policy validation directly into the CI/CD pipeline.
By helping identify vulnerabilities earlier, this approach can support more efficient releases, reduce late-stage remediation effort, and contribute to a stronger overall security posture — making security an integral part of the software development lifecycle rather than a final checkpoint before release.
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