Fast AI prototypes are great, until something goes wrong and you have no idea why. Logging and observability are the tools that give you insight into what your prototype is actually doing. This article explains the essentials for vibe coders: how to capture meaningful logs, choose logging levels, track critical metrics, and monitor AI model outputs or API calls.
AI coding assistants make it easy to build prototypes that work almost instantly. But there is a hidden risk you need to plan for: prompt-injection. Prompt-injection happens when a user or external content can trick your AI into ignoring its instructions, revealing sensitive information, or performing unintended actions.
AI coding assistants have made it easier than ever to spin up a working prototype, but “working” doesn’t always mean “safe.” In this first article of the Engineering for Vibe Coders series, we look at the importance of Security-First Coding, a mindset that starts before you write your first line of code.
