DevSecOps

Security tools have a reputation for being noisy barriers. When a developer pushes code, and the CI/CD pipeline fails with a 500-page PDF report attached, their natural reaction isn’t to fix the issues. It is to ignore them or force-merge the code.

As we move into 2026, many technical teams are finding that “anomaly detection” alone isn’t enough to handle the sheer volume of code being produced

Running `trivy image` isn't DevSecOps—it's noise generation. Real security engineering is about signal-to-noise ratio. This guide provides production-grade configurations for 17 industry-standard tools to stop vulnerabilities without stopping the business, organized into three phases: pre-commit, CI gatekeepers, and runtime scanning.

DevSecOps has become the standard for delivering modern software. Teams no longer hand off code to security after development. By 2026, security is a shared, automated part of every step in the pipeline. In this guide, we round up the top DevSecOps tools to try in 2026, covering what each tool does, its pros and cons, and exactly what legacy solution it replaces.

Sysdig has been recognized for its strong kernel event coverage. It is built on Falco’s open-source foundation and is a favorite among SOC teams who need detailed visibility into Linux kernels or Kubernetes pods.

SentinelOne Singularity Cloud was one of the first in the Autonomous EDR/CWPP field. Its AI-powered agents offer fast, offline protection and have helped many organizations avoid ransomware attacks.