ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
Learn how developers can perform local validation before pushing code by running built-in scripts and unit tests. Ensure code quality and accuracy before committing.
What Triggers the Audit Job in the CI/CD Workflow: Path-Based Automation ExplainedDiscover what triggers the audit job in your CI/CD workflow. Learn how path-based automation in curriculum.yml simplifies content and configuration changes.
What Do Claude Certification Track JSON Manifests Contain? A Complete Schema GuideExplore Claude certification track JSON manifests. Understand exam logistics, domain weightings, lesson mappings, and study plans with this complete schema guide.
CCDV-F Certification Track: Lessons and Questions BreakdownMaster the CCDV-F certification track with our breakdown. Discover the 17 lessons and 102 questions, including detailed quiz schema insights. Prepare effectively for your AI engineering certification.
CCAO-F Certification Track: Complete Guide to Claude’s Foundational CertificationMaster the CCAO-F certification track to use Claude safely and effectively. Learn prompting, validation, governance, and workflow integration to boost your AI engineering skills.
AI Learning Skills in ai-engineering-from-scratch: 8 Interactive Tutors ExplainedExplore 8 interactive AI learning skills in the ai-engineering-from-scratch repo. Master MCP and Agent Skills with self-contained SKILL.md modules for hands-on AI engineering education.
How the Quiz Structure Is Defined and Validated in AI Engineering From ScratchLearn how AI engineering quizzes are defined and validated using a strict JSON schema and Python audit scripts. Discover the process and error codes used to ensure quiz integrity.
Required Frontmatter Structure for Lesson Markdown Files in AI Engineering from ScratchLearn the required frontmatter structure for lesson markdown files in AI Engineering from Scratch. Ensure CI validation and power the curriculum site with Title, Type, Languages, Prerequisites, Time, and Learning Objectives.
SEO Constraints Enforced by the Build System in AI Engineering from ScratchDiscover SEO constraints in the AI Engineering from Scratch build system. Learn about title limits, unique titles, metadata, and validation for static assets.
Allowed Julia Standard Library Dependencies in AI Engineering from ScratchDiscover the four allowed Julia standard library dependencies Random Statistics LinearAlgebra and Printf in AI Engineering from Scratch. Keep lessons self-contained and focused.
Are External Dependencies Allowed for Rust Implementations in AI Engineering From Scratch?Learn about external dependencies in Rust AI engineering from scratch. Discover why only the Rust standard library is permitted for exclusive use.
Allowed TypeScript Dependencies in the AI-Engineering-From-Scratch CurriculumDiscover the five allowed TypeScript dependencies for the AI-Engineering-From-Scratch curriculum. Learn the stdlib-first policy for clear AI engineering education.
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