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Copilot AI commented Dec 13, 2025

Notes for Reviewers

This PR adds and enhances test coverage for the Automation and Reliability learning path, ensuring all learning-paths, courses, and modules have at least one test with questions that are content-derived and use only objective question types.

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Learning-Path Level (NEW)

  • automation-and-reliability/test.md: Added 10 comprehensive questions covering both Observability and CI/CD concepts to ensure the learning-path level has test coverage

Introduction to Observability Module

  • observability/test.md: Enhanced from 7 to 12 questions covering trace components, observability tools (Jaeger, Zipkin, Meshery), data volume challenges, and system metrics
  • Module-level test.md: Enhanced from 4 to 8 questions covering DevOps integration, Alert Fatigue, and comprehensive pillar assessment

CI/CD Module

  • cicd/test.md: Enhanced from 10 to 14 questions covering CI principles (frequent integration, automated builds/testing), Continuous Deployment characteristics, phased rollout strategies, and GitOps principles (declarative config, single source of truth, pull-based reconciliation)
  • Module-level test.md: Enhanced from 4 to 8 questions covering CI/CD benefits, release strategies (Blue-Green, Canary, Feature Toggles), and deployment model distinctions

Test Coverage Summary

  • Total Questions: 72 (10 Learning-path + 30 Observability + 32 CI/CD)
  • New Questions Added: 27 (10 learning-path + 17 module enhancements)
  • Question Types: Only single-answer and multiple-answers (no short-answer)
  • Pass Percentage: Maintained at 70% across all tests
  • Coverage: 100% - All learning-paths (1/1), courses (2/2), and modules (6/6) have tests

All questions are directly derived from module content, ensuring alignment with learning objectives.

Original prompt

Add tests in each module for Automation and Reliability learning , make sure the questions are only from the modules content , and don't use short-anwer type questions


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…ive coverage

Co-authored-by: aabidsofi19 <65964225+aabidsofi19@users.noreply.github.com>
Copilot AI changed the title [WIP] Add tests for Automation and Reliability learning modules [content] Add comprehensive tests for Automation and Reliability learning modules Dec 13, 2025
Copilot AI requested a review from aabidsofi19 December 13, 2025 16:15
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@copilot make sure each module and course has at least 1 test

Co-authored-by: aabidsofi19 <65964225+aabidsofi19@users.noreply.github.com>
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Copilot AI commented Dec 13, 2025

@copilot make sure each module and course has at least 1 test

Done! Added a test file for the Automation and Reliability learning-path level. All modules, courses, and the learning-path now have tests (9/9 = 100% coverage).

New file: automation-and-reliability/test.md with 10 comprehensive questions covering both observability and CI/CD concepts.

Commit: 2e00f71

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