pr-review-as-ohads

To review a PR for Docker hygiene and pipeline quality, apply a structured lens evaluating Dockerfile packaging, CI/CD templates, and environment configurations. Focus on maintainability, explicit design decisions, and fail-fast properties to ensure operational safety.

Operational safety in deployment modeling ensures fail-fast properties and monitoring implications are addressed during rollouts. It is needed when PRs affect Bicep or Ev2 models, Azure DevOps pipelines, and configuration changes with potential production impact.

Yes, this PR review approach works with Azure DevOps pipelines and Bicep models. It is designed to audit pipeline quality, deployment modeling, and configuration changes that influence production operations within these environments.

Apply a structured persona-based lens to a Dockerfile PR by focusing on Docker hygiene, explicit design decisions, and maintainability. Evaluate fail-fast properties and monitoring implications to guide remediation for production safety.

Key criteria for reviewing configuration changes with production impact include explicit design decisions, maintainability, fail-fast properties, and monitoring implications. These criteria guide remediation and ensure deployment modeling maintains operational safety.