AI E-Learning Content Developer
An AI E-Learning Content Developer designs, builds, and iterates on digital learning experiences that teach AI, data science, and …
Skill Guide
A structured methodology using Git as the single source of truth to track, manage, and automate the integration of all project artifacts-code, documentation, design, and configuration-through defined branching strategies and CI/CD pipelines.
Scenario
You and two colleagues must co-author a technical design document using Markdown files in a shared Git repository.
Scenario
Automate the deployment of a Jekyll/Hugo site to GitHub Pages or Netlify whenever changes are merged to `main`, with quality checks on every PR.
Scenario
Manage a product with a frontend, backend API, and shared library in one repository. Features require coordinated, atomic changes across all three.
Git is the underlying engine. GitHub/GitLab/Bitbucket are collaboration platforms providing hosted repos, PRs/MRs, issue tracking, and built-in CI/CD. Choose based on organizational needs for self-hosting (GitLab) vs. ecosystem (GitHub).
Automate testing, building, and deployment pipelines triggered by Git events. GitHub Actions is deeply integrated for GitHub-centric workflows. GitLab CI/CD is built-in to GitLab. Jenkins offers high flexibility but requires more ops overhead.
Git Flow is structured for versioned releases (use `main`, `develop`, `feature/*`, `release/*`). Trunk-Based Dev emphasizes short-lived branches and continuous integration to `main`. GitHub Flow is a simpler model for continuous deployment.
Integrate automated security scanning (CodeQL), static analysis (SonarQube), and PR review workflow enhancers (Reviewable) directly into your Git pipeline to enforce standards before merge.
Answer Strategy
Demonstrate knowledge of trade-offs between Git Flow and Trunk-Based. The answer should articulate a hybrid model: Trunk-Based for core services (`main` as deployable) with ephemeral feature branches, combined with `release/*` branches for coordinating monthly versions and a strict `hotfix` process for production issues that merges back to both `main` and the release branch. Mention CI guards (required status checks) and feature flags.
Answer Strategy
Test procedural mastery under pressure. Sample answer: 'I'd create a `hotfix/bug-id` branch from `main`, fix the bug, write a regression test, and open a PR targeting `main`. After CI passes and review, I merge it. I then cherry-pick or merge the same commit into the current `release/*` branch and deploy that release. Finally, I tag the hotfix commit for traceability.'
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