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| Section | Objectives |
|---|---|
| Topic 1: DevSecOps Pipeline - Operate & Monitor Stage | - Threat detection and response - Incident response and management - Logging and security analytics - Continuous security monitoring |
| Topic 2: DevSecOps Governance and Culture | - Security policy and framework - DevSecOps maturity model - Continuous improvement practices - Team roles and responsibilities |
| Topic 3: DevSecOps Pipeline - Build Stage | - Container security fundamentals - Build pipeline security controls - Software Composition Analysis (SCA) - Automated build security |
| Topic 4: DevSecOps Pipeline - Plan Stage | - Threat modeling methodologies - Risk assessment and management - Security requirement engineering - Compliance and regulatory alignment |
| Topic 5: DevSecOps Pipeline - Test Stage | - API security testing - Security regression testing - Dynamic Application Security Testing (DAST) - Interactive Application Security Testing (IAST) |
| Topic 6: Understanding DevOps Culture | - DevOps fundamentals and principles - DevOps lifecycle and workflows - Collaboration and communication models |
| Topic 7: DevSecOps Pipeline - Code Stage | - Code review and security analysis - Secret management and prevention - Static Application Security Testing (SAST) - Secure coding practices and guidelines |
| Topic 8: DevSecOps Pipeline - Release & Deploy Stage | - Infrastructure as Code (IaC) security - Configuration management security - Policy as Code implementation - Orchestration and deployment security |
| Topic 9: Cloud-Native DevSecOps | - Serverless security - Cloud security compliance - Container and Kubernetes security - Cloud security principles (AWS, Azure) |
| Topic 10: Introduction to DevSecOps | - Key components and toolchain - DevSecOps concepts and philosophy - Shift-left security approach - DevSecOps vs traditional security |
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NEW QUESTION # 88
Curtis Morgan is working as a DevSecOps engineer at Orchid Pvt. Ltd. His organization develops online teaching software. Beth McCarthy is working in a software development team, and she requested Curtis to help her in making pre-commit hooks executable on her local machine. Curtis went through the "repo.git\hooks" directory and removed the ".sample" extension from "pre- commit.sample" file by using "chmod +x filename" command and made the pre-commit hook executable on Beth's local machine. On the next day while developing the code for the software product, Beth accidentally committed the code with sensitive information. What will be the result of this commit?
Answer: D
Explanation:
If a pre-commit hook script does not explicitly detect sensitive information or return a non-zero exit code, Git will treat the hook execution as successful. In this scenario, although the hook was made executable, Beth still managed to commit sensitive information. This implies that the hook either did not contain logic to detect such data or did not fail the commit upon detection. As a result, the script exited with 0, allowing the commit to proceed. Exit code 0 always signals success to Git, while non- zero exit codes block commits. This highlights the importance of properly implementing security checks within hooks, not just enabling them. Making a hook executable is necessary, but it must also include correct validation logic to enforce security policies during the Code stage.
NEW QUESTION # 89
Richard Branson has been working as a DevSecOps engineer in an IT company since the past 7 years. He has launched an application in a container one month ago. Recently, he modified the container and would like to commit the changes to a new image. Which of the following commands should Branson use to save the current state of the container as a new image?
Answer: A
Explanation:
The docker commit command is used to create a new Docker image from the current state of a running or stopped container. This is useful when changes have been made interactively inside a container and need to be preserved as a reusable image. Commands such as docker push are used to upload images to a registry, not to create them, and container commit or container push are not valid Docker CLI commands. While docker commit can be helpful for quick snapshots or debugging, it is generally recommended to use Dockerfiles for reproducible builds in production pipelines. In the Build and Test stage, understanding docker commit helps DevSecOps engineers capture container changes for analysis, testing, or troubleshooting.
NEW QUESTION # 90
Diego Ramirez, a DevSecOps engineer at a Buenos Aires payments company, wants to make sure his organization can prove, months later, exactly which commit, which pipeline run, and which approver led to a specific artifact being deployed to production - supporting both security investigations and compliance audits. Which practice provides this end-to-end traceability?
Answer: D
Explanation:
Build and deployment provenance tracking captures verifiable metadata at each pipeline stage -- including the exact source commit, build system, test results, and approver identities -- and links that metadata to the resulting artifact, enabling teams to trace a production deployment back to its complete origin chain months later for security investigations or compliance audits, which is exactly what Diego needs. Increasing pipeline parallelism improves build speed and throughput but has no bearing on traceability or provenance data. Reducing the number of environments to just production would eliminate staging and testing safeguards entirely and does not address traceability. Disabling pipeline logging to save storage costs would directly destroy the very audit trail Diego needs, making it the opposite of a correct solution. Since Diego needs verifiable, end- to-end origin tracking for deployed artifacts, build and deployment provenance tracking is correct.
NEW QUESTION # 91
Sophia Adams, a DevSecOps Engineer at CloudSecure Solutions, is responsible for securing sensitive credentials used in the company's CI/CD pipeline. To ensure secure storage and retrieval of secrets, she decides to integrate Azure Key Vault with Jenkins. She Creates an Azure Key Vault and stores credentials securely, Installs the Azure Key Vault plugin in Jenkins and Navigates to the Jenkins "Configure System" section and adds the Azure Key Vault URL. Now, Sophia needs to ensure that Jenkins can securely access secrets stored in Azure Key Vault to complete the integration. Which of the following should Sophia do next?
Answer: A
Explanation:
Jenkins needs an identity to access Key Vault: Sophia must create an Azure Service Principal (app registration) and grant it access policies/RBAC on the Key Vault, then configure those credentials in the Jenkins Azure Key Vault integration. Manual copying defeats secret management, restarting Jenkins fetches nothing by itself, and Jenkins RBAC cannot authenticate to Azure.
NEW QUESTION # 92
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: C
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 # 93
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