Workflow Orchestration

Modern DevOps pipelines demand sophisticated orchestration to run multiple security tools without impacting velocity. Implement intelligent scheduling that runs tools in parallel when possible and serially when necessary. SAST can analyze code while builds compile. IAST activates during existing test execution. DAST runs against deployed environments during off-hours. Smart orchestration minimizes total pipeline time while maximizing security coverage.

Risk-based orchestration optimizes resource usage and feedback timing. Critical applications might run all three tools with every change. Lower-risk applications could use incremental SAST daily, IAST during sprint testing, and DAST before releases. API changes might trigger immediate DAST scanning while UI modifications focus on SAST. This risk-based approach ensures security resources focus where they provide maximum value.

Implement circuit breakers and quality gates that balance security with delivery needs. Define which findings block deployments versus creating warnings. Critical vulnerabilities in external-facing code might stop releases, while low-severity issues in internal tools generate technical debt tickets. Time-box security scanning to prevent endless delays. These mechanisms ensure security testing enhances rather than paralyzes delivery.