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DevOps Prompts

Prompts for CI/CD, automation, infrastructure as code (IaC), and cloud technologies.

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Security & Culture (SC):- Dynamic Analysis (DAST) in Pipeline

Describe the integration of a Dynamic Application Security Testing (DAST) tool into the CI/CD pipeline. Specify the ideal stage for running DAST and the necessity of running it against a fully functional, deployed staging environment.

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Build & Test (BT):- Pre-Production Staging Environment

Define the ideal purpose and configuration of a Staging Environment in the CD pipeline. Detail two ways the Staging environment should exactly mirror the Production environment (e.g., load balancer configuration) and one area where it can safely differ.

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Operate & Monitor (OM):- Synthetic Monitoring Implementation

Outline a plan for implementing Synthetic Monitoring (active monitoring) for a critical API endpoint. Detail the required parameters (e.g., request frequency, expected response code/body) and the purpose of using synthetic checks over passive monitoring.

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Plan & Code (PC):- Managing Technical Debt in Agile

Propose a process for tracking and prioritizing Technical Debt within a DevOps environment. Detail how to assign a business value or risk score to technical debt to ensure it is included in sprint planning alongside new feature development.

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Security & Culture (SC):- Vulnerability Management Policy

Establish a formal policy for Vulnerability Management across the organization. The policy must define the maximum acceptable remediation time (e.g., 7 days) for high-severity vulnerabilities found in production code or dependencies.

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Release & Deploy (RD):- Time-Based Release Triggers

Describe the automation required for a Time-Based Release Trigger (e.g., the deployment only runs between 10 AM and 5 PM local time). Explain why restricting deployments to specific windows is a common risk mitigation strategy.

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Operate & Monitor (OM):- Health Checks for Autoscaling

Design a comprehensive Health Check Endpoint (/healthz) for an application that is part of an autoscaling group. List 5 key internal and external checks (e.g., database connectivity, external API status) that the endpoint must report to the load balancer/autoscaler.

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Security & Culture (SC):- Defining a Post-Mortem Procedure

Outline the 5 essential sections of a Blameless Post-Mortem report following a major outage. Emphasize the cultural aspects of the report, focusing on systemic failures and action items rather than individual blame.

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