Continuous risk assessment in DevSecOps involves integrating automated security checks, real-time monitoring, and policy enforcement throughout the CI/CD pipeline. Risks are evaluated at every stage—code commits, build, deployment, and runtime—using tools like SAST, SCA, DAST, IaC scanners, and cloud posture management platforms. Threat intelligence feeds and anomaly detection help identify new risks instantly. Automation ensures that vulnerabilities are flagged early, prioritized based on severity, and enforced through security gates. Teams also conduct periodic threat modeling and maintain SBOMs to track supply chain risks. Professionals often strengthen these skills through devops training and certification to implement best practices effectively.