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DevSecOps in Practice

TruffleHog Flask NeuVector detect-secrets pre-commit OWASP Dependency-Check Docker checkov Bandit Hadolint Grype KubeLinter Syft GitLab CI/CD Trivy Kubernetes

A Hands-On Guide to Operationalizing DevSecOps at Scale

DevSecOps in Practice
Bandit is an open source static analysis tool from the PyCQA that scans Python code for security vulnerabilities. It parses each file, builds an abstract syntax tree, and applies a series of plugins that detect risky patterns such as unsafe function calls, weak cryptography, shell injections, and insecure configuration. Bandit integrates with CI pipelines, pre-commit hooks, and development workflows, making it easy for teams to enforce secure coding standards. Its plugin-driven architecture and straightforward reporting make it a widely adopted tool in Python security and DevSecOps practices.