Changelog - Skill Telemetry

Capability updates for Skill Telemetry: Evidence → signals → the learner overlay.

Core learning subsystems

#Skill Telemetry

Evidence → signals → the learner overlay

2 components2 capabilities4 metricsLatest September 12, 2026, 11:00 AM UTC

DEVELOPMENTplatform/onboarding-authSkill Telemetry Adaptive Learning Content consumption / Learning & Adaptation+1Safer onboarding and login delivery
Onboarding submissions and sign-in links now remain reliable during retries, concurrent requests, and rolling deployments.
NEW FEATUREprogress/onboardingSkill Telemetry Adaptive Learning Content consumption / Learning & Adaptation+1Weekly planning at your chosen pace
Your chosen weekly time budget carries into check-ins, with an optional path-ready email.
NEW FEATUREonboarding/evidence-intakeAuth Data model Scheduling+9Onboarding now builds an editable learner profile from real evidence
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.
BUGFIXlearn/generation-statusAdaptive Learning Content consumption / Learning & Adaptation Skill TelemetryThe lesson wait now shows what Upsoma is building
When a fresh lesson is still generating, learners now see the stage they are in - mapping the skill to the path, drafting the unit, then running content checks - instead of sitting on a generic loading state.
NEW FEATURElearn/demandSkill Telemetry Platform infraRising skills: market demand now shapes your path
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.
NEW FEATURElearn/pathSkill Telemetry Adaptive Learning Content consumption / Learning & Adaptation+2Accountability: honest progress, weekly check-ins, and milestones
Your path now tracks when and how long you learn, celebrates real milestones, estimates time remaining from your own pace, and checks in weekly by email.
NEW FEATURElearn/pathAdaptive Learning Content consumption / Learning & Adaptation Skill Telemetry+1Adaptive difficulty now tells you when your path changes
Finishing a chapter that adapts your remaining path now shows a notice explaining the change, and your progress signals are captured reliably even on flaky connections.
NEW FEATURElearn/adaptationAdaptive Learning Content consumption / Learning & Adaptation Skill TelemetryAdaptive paths: smarter changes, told to your face, and proven
Your path now adapts from every signal - scores, retries, your own too-easy/too-hard feedback, and pacing - with guided review steps when you struggle, a visible history of every change, and a built-in experiment proving adaptation works.
BUGFIXadmin/analyticsPlatform infra Skill TelemetryAdmin analytics controls now align with the page context
Admin analytics controls now sit with the analytics page identity while account actions stay isolated on the right, matching the skill graph header pattern.
NEW FEATUREadmin/analyticsPlatform infra Scheduling Skill Telemetry+6Admin analytics dashboard now loads instantly from a server-side snapshot
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.
BUGFIXadmin/analyticsPlatform infra Skill TelemetryAdmin analytics header now shares the console header stack
The admin analytics page now uses the same connected header stack as the skill graph console, with Analytics as the single page label.
NEW FEATURElearn/assessmentAssessment & Evaluation Skill Telemetry Content Gen & persistence+2Assessments: prove your skills with server-graded capability checks
Take real skill assessments graded on our servers, earn demonstrated evidence on your profile, ship a prescribed project with automated review, and finish every path with a full readiness summary.
NEW FEATURElearn/outcomesAssessment & Evaluation Accounts Notification infra (email)+2Outcomes: did your path lead anywhere?
Upsoma now asks the question the whole platform exists to answer: after your path, what happened in the real world? A one-question survey at completion, gentle 30/60/90-day follow-ups, and every answer tied to the exact path that produced it.
NEW FEATUREassessment/profileAssessment & Evaluation Accounts Skill TelemetrySkill gap assessments now ask for profile signal before evaluation
Assessment mode now opens the standard profile-signal drawer when a learner has not provided a resume or LinkedIn URL before running a skill gap assessment.
NEW FEATUREassessment/resultsAssessment & Evaluation Skill Telemetry Adaptive LearningUpsoma Coach assessment results now show readiness, gaps, and next actions together
Skill gap assessment results now use a clearer Upsoma Coach layout with readiness, snapshot counts, confirmed strengths, priority gaps, and build-path actions in one view.
DEVELOPMENTadmin/analyticsSkill Telemetry Skill Graph Platform infraAdmin analytics now show what learners are trying to learn
The admin analytics area shows platform usage, composer queries, user activity, sources, and learning demand signals.