Field notes on cloud, DevOps, software, security, and AI — written for the people who have to make the call.
What shifting left actually means in practice: the economics behind it, the tooling that makes it real (pre-commit hooks, SAST, SCA, IaC scanning, policy as code), and the failure modes that turn a good idea into developer misery.
A practitioner's comparison of Terraform and Bicep — how each one actually tracks reality, what state management costs and buys you, where each falls down operationally, and how to choose for an Azure-centric or multi-cloud estate.
