#DevSecOps

HashiCorp's Terraform MCP server is GA and IBM Bob can write production IaC. ENABLE_TF_OPERATIONS separates a safe assistant from autonomous apply.

How I hardened a 730K-pull public Docker image from Scout grade D to OpenSSF Scorecard 7.8. Multi-stage build, cosign signing, SLSA provenance, non-root default, and the incident that changed how I ship attestations.

Over half of AI-enabled apps on major backends carry severe misconfigurations. A hands-on analysis of the 300M-message Firebase breach, the insecure default that caused it, and the 3-layer Operational Discipline Protocol — with specific tooling — to shut down Agent Sprawl before regulators do it for you.

Master container security in 2025 with proven Docker & Kubernetes best practices. Learn how to automate scans using Docker Scout & Snyk with real demos.

Discover how Snyk integrates into DevOps to improve app security—from code to containers. Secure your development workflow with this powerful tool.

Secure your Docker containers with Snyk - deep scans, CI/CD integration, and automated fixes for fast, reliable app delivery.

Step-by-step guide to installing SonarQube using Docker Compose and Traefik on Ubuntu Server. Includes secure setup, domain config, and web dashboard access.

Docker Scout simplifies the often complex process of container security, providing a unified view of both direct and transitive dependencies across all image layers.