At Yet Analytics, we have approached data instrumentation from multiple directions: publishing activity natively from Unity applications, translating Moodle platform events, instrumenting media playback in VLC, and observing distributed simulation activity through Federate xAPI. These projects differ in scale and architecture, but they share the same objective to make activity interoperable, accessible, and actionable.