Community-powered learning

Study like a practitioner, not a test taker.

CertPrep is a shared library of certification tracks built for engineers who learn by building. Each repo mirrors the official blueprint with weighted domain guides, runnable labs, and quick-start references you can fork into your own workflow.

Learning loop

Read a domain brief → run the matching lab → review with a mock question. Repeat until confident.

5 Active certification tracks
26 Mapped exam domains
15 Hands-on labs & scripts

Certification tracks

Choose your next blueprint

Every track links straight to the underlying repo so you can audit the curriculum, run the labs, and contribute improvements when the official objectives change.

Request a track
GH-500

GitHub Advanced Security

CodeQL, Dependabot, secret scanning, and response playbooks engineered for security practitioners preparing for GHAS certification.

  • Real SARIF outputs and triage drills
  • Intentionally vulnerable sample applications
  • Org-wide automation scripts for GHAS enablement
GH-100

GitHub Administration

Enterprise policy governance, Actions fleet management, and GitHub Connect scenarios mapped to GH-100 objectives.

  • IAM and SSO walkthroughs with SCIM labs
  • Reusable workflow library with compliance gates
  • Projects and governance templates you can fork
AI-102

Azure AI Engineer

Hands-on Azure AI labs with infrastructure-as-code, responsible AI reviews, and production-focused integration tests.

  • Bicep/Terraform IaC for AI workloads
  • End-to-end bot + search solution labs
  • Responsible AI design templates
AIP-C01

AWS Generative AI Developer – Professional

Offline-first AWS GenAI prep with domain guides, mock exams, and production-grade architecture playbooks.

  • Scenario-based mock exams with answer keys
  • Guardrails, evals, and RAG decisioning
  • Architecture playbooks for production rollout
GH-900

GitHub Foundations

Hands-on fundamentals for first-time GitHub cert candidates, with labs, cheatsheets, and practice questions.

  • Microsoft Learn + GitHub Skills study path
  • Domain-weighted cheatsheets
  • Scenario-based practice questions

Exam prep help

Go straight to the blueprint

Each exam has its own blueprint page with domain weights, focus areas, and direct links into the repo. Pick the exam you are preparing for and jump straight in.

GH-500GH-100AI-102AIP-C01GH-900 View all blueprints

Prep toolkit

All the prep assets, already curated

Each track includes runnable labs, scripts, mock exams, and quick references so you can move from reading to doing without leaving the repo.

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Blueprint-first study

Every guide tracks the official domain weights so time spent matches the scoring rubric.

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Labs you can fork

Each concept ships with runnable scripts, repo patterns, and automation you can adapt to real teams.

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Community maintained

Discussion threads, PR reviews, and contributor checklists keep content accurate and fresh.

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Review built in

Quick references, mock questions, and domain maps make repetition and recall part of the workflow.

Questions people ask

Quick answers

How should I study with CertPrep?

Start with the exam blueprint page, follow the weighted domain docs, run the linked demos or scripts, and then finish with mocks or quick references.

Which certification tracks are available?

GH-500: GitHub Advanced Security; GH-100: GitHub Administration; AI-102: Azure AI Engineer; AIP-C01: AWS Generative AI Developer – Professional; GH-900: GitHub Foundations

Does CertPrep include hands-on material?

Yes. Every track links to runnable demos, scripts, quick references, and where available practice questions or mock exams.

Community stewardship

Keep every track exam-current

Found drift in an objective? Open a discussion, submit a PR, or add a lab scenario. The community keeps CertPrep aligned with the latest blueprints while sharing the exact workflows that engineers use in the field.

Contribution Guide Start a Discussion