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certforge

Open-source cert prep for GitHub, cloud & DevOps. Study smart with domain-weighted notes, hands-on labs, and exam-ready practice questions.
CertForge

CertForge

Learn. Build. Certify.

Open-source certification prep labs for GitHub, cloud & DevOps exams — structured by domain weight, built for engineers who learn by doing.

GitHub followers License: MIT PRs Welcome


What is CertForge?

CertForge is a community-driven collection of certification prep repositories. Each repo maps to a specific exam and contains:

  • Domain-weighted study notes — proportional depth to exam weighting
  • Hands-on demo labs — step-by-step exercises with real CLI/API commands
  • Practice questions — collapsible answers with explanation of why
  • Quick-reference cheat sheets — printable, exam-day ready
  • Exam metadata — objectives, glossary, domain weights, study time guides

No paywalls. No fluff. Just structured, open content.


Certification Tracks

Repo Exam Domain Focus Status
GH_100_Cert_Prep GH-100: GitHub Administration Enterprise, Identity, Actions, Security ✅ Available
GH_500_Cert_Prep GH-500: GitHub Advanced Security Secret Scanning, Dependabot, CodeQL ✅ Available
AI-102_Cert_Prep AI-102: Designing & Implementing Azure AI Azure AI Services, NLP, Vision, Knowledge Mining ✅ Available

More tracks coming. Have a cert you want covered? Start a discussion →


How Content is Structured

Every CertForge repo follows the same layout so you always know where to look:

├── README.md               # Exam overview, quick start, study plan
├── CONTRIBUTING.md         # Contribution guidelines
├── QUICK-REFERENCE.md      # Printable cheat sheet
├── exam-metadata/          # Objectives, domain weights, glossary
├── docs/                   # One deep-dive study doc per domain
├── demos/                  # Numbered hands-on lab sequences
└── scripts/                # Automation patterns and API utilities

Study Philosophy

Domain weight = study time. If a domain is 36% of the exam, it gets ~36% of the content depth.

All docs include:

  • Conceptual explanations tied to official exam objectives
  • Real CLI commands and API examples
  • Common exam gotchas and misunderstandings
  • Practice questions with collapsed answers (test yourself first)

Contributing

CertForge is open to contributions from anyone preparing for or who has passed these exams.

What you can contribute

  • Found outdated content? Open an issue in the relevant repo.
  • Want to add a practice question? Follow the question format and submit a PR.
  • Have a better explanation? PRs for clarity improvements are always welcome.
  • Passed an exam and want to add a new track? Start a discussion →

Contribution workflow

  1. Fork the repo you want to improve
  2. Create a branch: git checkout -b fix/brief-description
  3. Make your changes following the content standards
  4. Open a PR with a clear description of what changed and why

All contribution standards — question format, markdown style, accuracy requirements, and more — are documented in CONTRIBUTING.md.


Content Freshness

All repos include a Last Updated date and the exam version they cover. Certifications evolve — if you spot drift from the current objectives, please flag it with a GitHub issue in the relevant repo.


Built by practitioners, for practitioners. Maintained by the community.

Popular repositories Loading

  1. GH_500_Cert_Prep GH_500_Cert_Prep Public

    Hands-on study guide for the GH-500: GitHub Advanced Security certification. Covers all 5 exam domains with docs, demos, CodeQL, Dependabot config, and automation scripts.

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  3. GH_100_Cert_Prep GH_100_Cert_Prep Public

    Study notes, hands-on labs, and practice questions for the GH-100: GitHub Administration certification exam. Covers all 6 domains with exam-weighted content.

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Repositories

Showing 4 of 4 repositories
  • .github Public
    certforge/.github’s past year of commit activity
    0 0 0 0 Updated Mar 4, 2026
  • GH_100_Cert_Prep Public

    Study notes, hands-on labs, and practice questions for the GH-100: GitHub Administration certification exam. Covers all 6 domains with exam-weighted content.

    certforge/GH_100_Cert_Prep’s past year of commit activity
    0 0 0 4 Updated Mar 4, 2026
  • GH_500_Cert_Prep Public

    Hands-on study guide for the GH-500: GitHub Advanced Security certification. Covers all 5 exam domains with docs, demos, CodeQL, Dependabot config, and automation scripts.

    certforge/GH_500_Cert_Prep’s past year of commit activity
    Shell 0 MIT 0 0 15 Updated Mar 4, 2026
  • AI-102_Cert_Prep Public

    Comprehensive AI-102 (Azure AI Engineer Associate) exam prep. 6 domain study guides, 100 practice questions with answer keys, simulation-mode code demos — all designed to study and practice without an Azure subscription. Dec 2025 exam objectives.

    certforge/AI-102_Cert_Prep’s past year of commit activity
    Shell 0 MIT 0 0 0 Updated Mar 3, 2026

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