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NEW QUESTION # 19
You are a DevOps Engineer at CloudNova, a technology firm that specializes in AI-powered SaaS applications. The company is migrating its development workflow to Google Cloud Platform (GCP) to improve software delivery speed and scalability. However, your team is facing multiple challenges such as manual build and deployment processes are slowing down the release cycle, developers frequently experience build inconsistencies and test failures due to lack of automation. To address these issues, you decide to implement a serverless CI/CD service that can automate builds, test code, and deploy software efficiently across various programming environments. Which GCP service should you use?
Answer: D
Explanation:
Google Cloud Build is GCP's serverless CI/CD service that automates building, testing, and deploying code across many languages and environments without managing servers-solving manual build/deploy processes and build inconsistencies. Cloud Deploy handles release orchestration to runtimes, GKE is a container platform, and Artifact Registry stores artifacts.
NEW QUESTION # 20
Ryan, a VP of Engineering at a cloud-based SaaS company, is struggling with bottlenecks in the software delivery pipeline. Despite following DevOps practices, the company faces delays in feature releases, misalignment between development and business objectives, and inefficiencies in tracking work progress from initial planning to deployment. During an internal review, Ryan identifies two major areas of concern that are customer-facing operational inefficiencies, including slow service updates and lack of real-time support improvements, and development process inefficiencies, such as frequent handoffs, testing delays, and a lack of visibility into how coding efforts translate into business value. To address these challenges, Ryan has requested a structured approach that allows the organization to map, measure, and optimize the flow of value from software development to customer delivery. Which framework should Ryan adopt?
Answer: D
Explanation:
DevOps Value Stream Management (DVSM) is the framework for mapping, measuring, and optimizing the end-to-end flow of value from planning and development through deployment to customer delivery. It directly addresses Ryan's problems: visibility into how coding work translates to business value, eliminating handoff bottlenecks, and aligning development with business objectives. CI/CD, maturity models, and CALMS do not provide value-stream mapping and measurement.
NEW QUESTION # 21
Rafael Costa, a DevSecOps engineer at a Rio de Janeiro streaming company, wants to gradually enable a new recommendation algorithm for a subset of internal employees before opening it to all users, and needs the ability to instantly disable it without redeploying code if issues arise.
Which technique should Rafael use?
Answer: B
Explanation:
Feature flags (or toggles) allow specific functionality to be enabled or disabled at runtime for defined user segments -- such as internal employees -- without requiring a new deployment, and they can be instantly switched off if problems are detected, exactly matching Rafael's requirements. Immutable infrastructure refers to the practice of never modifying deployed infrastructure components after creation, replacing them instead, which does not provide runtime feature toggling. Infrastructure as Code is a methodology for provisioning and managing infrastructure through machine-readable definition files, unrelated to selectively exposing application features to user segments. Service mesh mTLS provides mutual TLS encryption and identity verification between microservices, addressing network security rather than feature rollout control. Because Rafael needs runtime, segment-based control over a specific feature with instant disable capability, feature flags/toggles are correct.
NEW QUESTION # 22
Sophia, a DevSecOps engineer, is responsible for setting up a multi-environment application infrastructure using AWS CloudFormation. She wants to streamline the deployment process by reusing templates to replicate infrastructure stacks across development, staging, and production environments. However, when attempting to create the production stack, she encounters a failure due to exceeding AWS resource quotas for certain services. To prevent such issues in future deployments, Sophia must adopt a proactive strategy while maintaining best practices for managing CloudFormation templates and stacks. Which approach should Sophia take to address the issue and ensure smooth stack creation across environments?
Answer: A
Explanation:
The failure was caused by exceeding AWS service quotas. The proactive best practice is to verify quotas for all resource types (e.g., via Service Quotas) before creating stacks, and request limit increases in advance. Modularizing templates or tightening access control doesn't prevent quota exhaustion, and analyzing scan results is unrelated to stack creation failures.
NEW QUESTION # 23
Jeremy Renner has been working as a senior DevSecOps engineer at an IT company that develops customized software to various customers stretched across the globe. His organization is using Microsoft Azure DevOps Services. Using an IaC tool, Jeremey deployed the infrastructure in Azure. He would like to integrate Chef InSpec with Azure to ensure that the deployed infrastructure is in accordance with the architecture and industrial standards and the security policies are appropriately implemented. Therefore, he downloaded and installed Chef InSpec. He used Azure CLI command for creating an Azure Service Principal with reader permission to the Azure resources, then he exported the generated credentials. After installation and configuration of Chef InSpec, he would like to create the structure and profile. Which of the following commands should Jeremy use to create a new folder jyren-azureTests with all the required artifacts for InSpec tests?
Answer: C
Explanation:
Chef InSpec provides a command-line interface for creating and executing compliance profiles.
To initialize a new profile with the required directory structure, metadata file, and example controls, the correct command is inspec init profile <profile-name>. In Jeremy's case, running inspec init profile jyren-azureTests creates a new folder with all required artifacts needed to write and run Azure compliance tests. Options using prof are invalid abbreviations, and prefixing the command with chef is incorrect when using the InSpec CLI directly. Creating a structured InSpec profile during the Build and Test stage enables automated validation of infrastructure against architectural standards and security policies, supporting Infrastructure as Code security and continuous compliance practices.
NEW QUESTION # 24
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