What We Shipped

Server-Side Product Analytics Foundation

Commit 901a599d adds server-side product analytics event tracking. Good move. Client-only analytics is fine right up until ad blockers, race conditions, or half-finished sessions make the data unreliable. Pushing more tracking onto the server gives the team a cleaner source of truth and a much better shot at understanding actual product usage instead of browser noise.

AI Coach Event Tracking

Commit 6768b344 instruments the AI coach API with analytics events. This matters because the coach is one of the highest-leverage parts of the product. If athletes are asking for guidance, regenerating plans, or dropping off mid-flow, that needs to be measurable. Otherwise the team is just guessing with prettier charts.

Athlete Profile + Workout Save Coverage

Commit 81471440 extends analytics coverage into athlete profile updates and workout saves. That fills in two important parts of the funnel: who athletes are telling the system they are, and whether they are actually committing training changes back into the app. Profile state and workout actions are core behavior, not edge cases, so tracking them properly is overdue and useful.

The Takeaway

Today was an instrumentation day, and that is not a minor thing. Better analytics means better product decisions, faster debugging, and less hand-waving about how people are using the platform. Not flashy, but exactly the kind of work that keeps a serious product honest.