Changelog - Platform infra

Explore distinct active learners, assessment and path completions, second-path returns, acquisition, activation and retention from the admin overview.

Learners can now combine a curriculum vitae, professional links, and written background into an evidence-grounded profile, review every suggestion, and safely resume or skip the flow.

Upsoma tightened its public, protected, admin, changelog, and generation wait states so the MVP is easier to evaluate end to end and learners see useful recovery or progress instead of blank or clipped layouts.

Upsoma now presents one clearer product journey across the public site and learner app: name a goal, map the skill graph, overlay existing evidence, follow an adaptive path, and leave with readiness proof.

Upsoma now computes a live market-demand signal from real job-posting observations and puts it to work: paths teach in-demand skills sooner (never breaking prerequisites), your remaining gaps are ranked by what the market wants, and a new Rising card shows trending skills in your domains you don't have yet.

Admin analytics controls now sit with the analytics page identity while account actions stay isolated on the right, matching the skill graph header pattern.

The admin analytics dashboard is precomputed on the backend every five minutes and delivered with the first page render, so it opens fast even on slow connections.

The admin analytics page now uses the same connected header stack as the skill graph console, with Analytics as the single page label.

The admin analytics area shows platform usage, composer queries, user activity, sources, and learning demand signals.