Aqua Real-Time CSPM vs StepSecurity CI/CD Security: Side-by-Side Comparison (2026)

Short answer

Mid-market and enterprise teams managing AWS, Azure, and Google Cloud simultaneously will get the most from Aqua Real-Time CSPM because its agentless scanning paired with in-workload visibility actually catches misconfigurations that surface-level inventory tools miss. The vendor's support for VMs, containers, serverless, and Kubernetes clusters across 30+ compliance frameworks means you're not rebuilding mappings for HIPAA one year and PCI the next. Skip this if your organization runs primarily on a single cloud or needs sophisticated identity and access governance; Aqua prioritizes configuration posture over the identity layer, leaving supply chain risk assessment to adjacent tools. Teams deploying GitHub Actions at scale need StepSecurity CI/CD Security because it's the only tool that catches runtime anomalies inside your CI/CD jobs before they exfiltrate data or compromise artifacts. The platform correlates network, file, and process activity directly to job steps and blocks egress traffic based on learned baselines, covering the DE.CM and DE.AE functions of NIST CSF 2.0 where most CI/CD tools go silent. Skip this if your pipelines don't touch GitHub Actions or if you're still shopping for a single unified SAST/SCA/scanning platform; StepSecurity owns the runtime layer, not the code analysis layer.