About this talk
This talk explores the evolution of AI coding assistants and the challenges of "Vibe Coding," where developers face unmaintainable code due to endless prompts. As we approach 2025, the necessity for structured AI governance becomes evident, emphasizing the importance of moving from reactive interactions to proactive orchestration in engineering workflows. The speaker outlines a roadmap for transitioning these tools into reliable engineering assets, covering the creation of rules for architectural patterns, the application of the Model Context Protocol (MCP) for secure access, and advanced prompting techniques to separate intent from implementation. Through a live demonstration, the session illustrates how to leverage Spec-Driven Development (SDD) to build production-level features, emphasizing the role of developers as orchestrators while AI handles execution, testing, and refactoring tasks.