Posts tagged with "DevOps"

Moving Azure infrastructure from Terraform to Bicep is less about converting HCL files and more about replacing a state-file workflow with a deployment-based one. This field guide covers when migration pays off, inventorying tfstate, incremental coexistence patterns, the decompile tooling that exists, deployment stacks as the lifecycle answer, and the what-if validation and rollback discipline that keeps the cutover safe.

GitHub’s new Copilot desktop app runs multiple coding agents in parallel, each session isolated in its own git worktree, and is already included in Copilot Pro, Pro+, Business and Enterprise subscriptions. Getting value from it depends less on prompting than on task selection, worktree hygiene, supervision cadence and engineered review capacity, because five agents can open pull requests faster than one reviewer can read them.

A 2026 comparison of Bicep and Terraform for Azure — state management, provider coverage, drift detection, module ecosystems, team-scale considerations, and an honest recommendation matrix for different team shapes.

The honest cost model for self-hosted GitHub Actions runners on Azure — break-even math against hosted runners, when self-hosting is a trap, and the ephemeral scaleset architecture that keeps them safe in production.

Teams with strong DevOps practices are best positioned to harness AI power. Discover how GitHub Copilot and AI agents bring unprecedented speed, scale, and security across the software development lifecycle—from planning to production.