Feature

August 15, 2026

v2026.08.14

Added automatic data-quality checks and a real baseline-measurement tool

A daily automated check now watches for duplicate records and mentors with missing profile data, and we built the tool to compute real signup and engagement baselines. We built it honestly, without pretending we have 30 days of history we don't have yet.

Two more pieces of measurement infrastructure: a daily automated check now looks for duplicate records across the platform's content databases and for mentor profiles missing a username (the exact kind of data gap that caused broken mentor links earlier in this project), catching this kind of thing automatically instead of waiting for someone to notice a broken link.

We also built the tool to compute real 30-day baselines for signups, verification, onboarding, and engagement, but we want to be straightforward about what it can and can't tell you today: event tracking only started recording data this week, so there is no 30 days of history yet to summarize. The tool is ready; the honest answer is that meaningful baseline numbers are still a few weeks out, and we'd rather say that plainly than manufacture a number that doesn't mean anything yet.

This closes out the measurement-baseline phase of our roadmap. The platform can now actually measure itself, not just watch for things breaking.