DevSecOps v1.0
Folding security scanning and policy into the pipeline itself — Linux through Kubernetes, Vault and AI-assisted tooling with the course author.
Filesystems, permissions, services and the shell as a daily tool.
Scripting real operational tasks instead of doing them by hand.
Branching models and code review habits used in a real team.
Building and hardening a pipeline from commit to deploy.
Images, layers and the mistakes that make them insecure.
Deploying, scaling and troubleshooting workloads on a real cluster.
Dynamic secrets and rotating credentials instead of hardcoding them.
Provisioning and versioning infrastructure declaratively.
SAST/DAST and dependency scanning wired into the pipeline, not bolted on after.
IAM, network boundaries and misconfigurations across both clouds.
An end-to-end pipeline build reviewed live with the course author, using AI tooling as a working aid, not a shortcut.
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