Secure Multi-Stage CI/CD Pipeline Design
Design a multi-stage CI/CD pipeline with quality gates, security scans, secret management, safe deployment, and rollback, without inventing actions or commands absent from the specified CI platform.
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Model: claude-sonnet-4-7
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Knowledge: 2026-Q2
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Setting up a secure deployment pipeline for a new project, adding quality gates and security scans to a weak existing pipeline, standardizing deployment across environments with reliable rollback.
#CI/CD#خطّ أنابيب#أتمتة النشر#بوّابات جودة
Built-in quality guards
Anti-hallucination
No fabricated actions or commands absent from the specified CI platform
Security Check
SAST/SCA and secret scans, least privilege, and halt on critical vulnerabilities
Completeness
Cover stages, gates, security, deployment, and rollback without truncation
Format Check
Valid platform-format config file that is runnable