Advanced Vibe Coding: Launch-Ready AI-Assisted Application Development
About This Course
The 5-day Advanced Vibe Coding: Launch-Ready AI-Assisted Application Development course equips participants with the practical skills to take AI-generated application prototypes towards production readiness using sound engineering practices. Learners will critically review AI-generated code, identify common code smells and failure patterns, implement secure authentication, access control and secrets management, and apply security testing fundamentals to AI-assisted applications.
Participants will also apply Git and prompt versioning practices, build CI/CD pipelines with automated testing gates, develop unit, integration and edge-case tests, and implement logging and monitoring for application observability. They will evaluate deployment strategies, develop rollback plans, estimate the cost and ROI of AI-assisted development, and prepare their solutions for a Launch Readiness Review. Through a continuous hands-on scenario, participants progressively strengthen a working prototype and demonstrate its code quality, security, test coverage, observability and deployment readiness.
What You'll Learn
● LO1 - Review AI-generated application code using a structured framework to identify common code smells, failure patterns and production-readiness concerns.
● LO2 - Implement authentication, role-based access control and secure secrets management in an AI-assisted application.
● LO3 - Conduct basic security assessment and testing using OWASP-aligned checks, and evaluate the reliability and limitations of AI as a security reviewer.
● LO4 - Develop and test an AI-assisted application delivery pipeline by applying Git and prompt-versioning practices, CI/CD gates, and unit, integration and edge-case testing.
● LO5 - Evaluate deployment approaches and operational readiness by designing appropriate logging, monitoring and rollback practices for an application.
● LO6 - Develop a business case for an AI-assisted application, including cost, ROI, business impact and production-readiness considerations, and justify the proposed solution to stakeholders.
Entry Requirements
Recommended to have gone through Build Your First AI-Powered App with Vibe Coding course, or equivalent prior exposure to AI-assisted/vibe coding, or basic programming/scripting experience.
Comfortable with standard workplace productivity tools and basic computer operations.
Able to use desktop and web-based applications and a standard web browser.
Familiarity with workplace processes or basic problem-solving in a business or operational context is helpful.