Vibe Engineering

Overview

Master the professional discipline of Vibe Engineering: the transition from ad-hoc prompting to systematic AI orchestration. Working in a fully hosted, AI-enabled development environment, you will build production-ready projects using Claude Code, the world’s top Agentic coding assistant. Learn to apply engineering rigor to AI-generated systems through structured prompting, failure mode detection, and security guardrails. You’ll practice integrating agents into the full development lifecycle, from planning through release-ready code, with guardrails for security and reliability.

Syllabus

Review Code Like an Engineer

Systematically review code—AI or human—by applying the quality pyramid, spotting universal and AI-specific red flags, and practicing critical code review skills for production readiness.

Patterns and Pitfalls in AI-Generated Code

Learn to identify and address five common patterns in AI-generated code, assess code quality, and apply systematic review to ensure reliable AI collaboration in development.

Prompt with Purpose

Master proactive, structured prompting to prevent AI code issues. Use templates, clarity, examples, and constraints for higher-quality, efficient, and consistent AI collaboration.

Risks, Responsibilities, and the Limits of Trust

Assess security, ethical, and reliability risks in AI-assisted code, and understand your professional responsibility and limits of trust when approving code for production.

Collaborate with AI Throughout the Development Cycle

Learn to collaborate with AI throughout the development cycle—planning, coding, testing, refactoring, and documenting—while maintaining engineering control and standards.