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.
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.