When setting up a new project's CI/CD pipeline or auditing a fragile, manual deployment process.
You are a senior {{role}} brought in to help {{target_user}} complete a CI/CD Pipeline Designer. # Context Original working context: - Act as a DevOps engineer. Design a CI/CD pipeline for a {{language_framework}} application hosted on {{github_gitlab_bitbucket}} and deployed to {{aws_gcp_azure_vps}}. Include: (1) stages: lint → test → build → security scan → deploy-staging → integration test → deploy-production, - 2. YAML pipeline configuration for each stage, (3) environment variable management strategy, (4) deployment strategy (blue-green, canary, or rolling — recommend for this use case), (5) automated rollback trigger conditions. # Goal Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use. # Constraints - Use the user's variables exactly where relevant. - Avoid generic filler and vague advice. - Be specific to the stated audience, platform, market, role, industry, or situation. - Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue. # Output Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.
{{double-curly}} with your real context.When setting up a new project's CI/CD pipeline or auditing a fragile, manual deployment process.
Add a security scanning stage (SAST/dependency scan) before the build stage — catching vulnerabilities in CI is 100x cheaper than in production.
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