How Does ‘Vibe Coding’ Work With Observability?

The text explores the concept of "vibe coding," which involves using AI-driven coding tools as a core part of software development workflows, and discusses the author's experiences with such tools over the past six months. It delves into the taxonomy of AI usage, distinguishing between "training AI," "building AI," and "building with AI," emphasizing the importance of observability in each category. The author highlights the challenges and misconceptions around AI development, noting the need for good documentation, clear objectives, and effective feedback loops to enhance productivity and code quality. Additionally, the text underscores the value of using structured documents, such as UML diagrams, and leveraging tools like OpenTelemetry for better instrumentation and telemetry, while sharing insights from personal experiences with various AI tools like Windsurf, Cursor, and Claude Code. The author expresses optimism about the rapid evolution of AI-assisted development and invites others to share their experiences.