Changelog
NEW FEATURE
NEW FEATURE updates across Upsoma.
Platform Infrastructure
#Auth
Identity, sessions, and access control
- Build and preview a personalised learning path
A single adaptive conversation now creates a saved Path → Skills → Chapters outline and shows durable progress while it works.
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Find and resume personalised learning paths
Saved outlines and unfinished path conversations now appear in path collections, dashboard cards, and search without claiming lesson progress.
- Your active path and plan, where you look
The profile shows the path you are working on, the sidebar shows your plan, and screens that repeated themselves or led nowhere are gone.
- Buy learning capacity whenever you need it
Extra paths and AI credits are now a single payment you can make at any time, as often as you like, and the capacity stays on your account until you spend it instead of resetting with the month.
- Pay for more capacity where you are stopped
When a month's paths or AI credits run out, or a Starter plan meets a Pro feature, Upsoma now offers the matching purchase in place and repeats the blocked action once the payment is confirmed.
- Plan and usage in your workspace
Your current plan and remaining paths and AI credits are now available from the application header.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Onboarding focused on your background and goals
Build your learner profile in three steps: add a CV or pick your skills, set a goal or interests, then review what Upsoma found.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- The Career Browser and Assessments, on the design system
The skill browser returns to the app navigation as the Career Browser, and the skill-gap check behind Assessments is rebuilt, both on the design system and the Paths layout.
- A softer, calmer Upsoma
Quieter ink and hairlines, rounder corners and gentler shadows across the platform; the homepage reveals its sections as you scroll; the skills catalogue answers as you type.
- Every public page on the design system
Terms, Privacy, Support, About, Pricing, Blog, Changelog, Careers, Enterprise, Compare and the explainer pages now share the homepage's header, footer, type scale, colours and components.
- The app sidebar folds away
The sidebar on Home, Paths, Assessments, the Career Browser and your career profile now collapses to icons and remembers your choice.
- Marketing landing page
The public homepage is rebuilt around the product promise: what is between you and the role you want, how the path adapts, what you finish with, and what it costs.
- Career profile and settings
The profile page becomes a career profile with Profile, Sources and Evidence tabs, and a new Settings area covers your account, notifications, privacy and data, and legal and feedback.
- New opens where you already are
Starting a new path no longer takes over the window: the composer opens inside the app shell with the sidebar and header in place.
- Talk your path into shape
Build a new path by talking to Upsoma while the draft takes shape beside you, see your roadmap as a full-width map, and ask about a chapter from a chat that knows its context.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Short addresses for every learner surface
Your learner home lives at /home, with /paths, /browse, /skills and /assess-skills as top-level addresses - and permanent redirects from every older address.
- Your path library and completion records
Find active and completed paths, keep completion records private, and choose when to share them.
- Your learning dashboard
Resume learning, inspect readiness, and find your paths and evidence from one dashboard.
- A guided start to your learning path
Onboarding follows the Figma question flow, with saved answers, optional background, and a first learning path.
- A clearer way to log in and recover your account
Login, signup, and account recovery follow Upsoma's auth design, with password guidance and one-time email login links.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- The changelog now keeps itself honest
Every meaningful change to a platform capability now requires its own changelog entry before it can merge - enforced in CI, mapped to the component it touched, timestamped to the minute - while styling and copy tweaks stay out of the noise.
Platform Infrastructure
#Accounts
Learner profile, career inventory, and lifecycle
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- A fuller footer, partnership enquiries and the CareerPalz program page
The footer groups every public page under seven headings, organisations can send a partnership enquiry, and CareerPalz CTL members unlock their program page with an access code that admins manage.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- A calmer path composer
New path opens with the composer in the middle of the page, keeps the conversation open to typed answers, asks at most four questions, and reveals the drafted path as it is generated.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Choose the chapters in your next path
Create a path from reviewed chapters and retain progress on your existing paths.
- Upsoma Admin reports learner activity, completion and return journeys
Explore distinct active learners, assessment and path completions, second-path returns, acquisition, activation and retention from the admin overview.
- Your first path from saved answers
Onboarding creates a real learning path with readiness-based skips and duplicate-safe retries.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- Accountability: 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.
- Admin 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.
- Outcomes: 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.
- Skill 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.
- The learning composer is now shared across homepage and onboarding
Upsoma now uses the same standard composer component for homepage learning prompts and the onboarding learning flow.
- Path generation and assessments now ask for profile signal first
When a learner has not provided a resume or LinkedIn URL, Upsoma now opens a standard drawer before generating a path or running an assessment.
Platform Infrastructure
#Data model
Schema, migrations, and integrity
- Build and preview a personalised learning path
A single adaptive conversation now creates a saved Path → Skills → Chapters outline and shows durable progress while it works.
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Find and resume personalised learning paths
Saved outlines and unfinished path conversations now appear in path collections, dashboard cards, and search without claiming lesson progress.
- Your active path and plan, where you look
The profile shows the path you are working on, the sidebar shows your plan, and screens that repeated themselves or led nowhere are gone.
- Buy learning capacity whenever you need it
Extra paths and AI credits are now a single payment you can make at any time, as often as you like, and the capacity stays on your account until you spend it instead of resetting with the month.
- Pay for more capacity where you are stopped
When a month's paths or AI credits run out, or a Starter plan meets a Pro feature, Upsoma now offers the matching purchase in place and repeats the blocked action once the payment is confirmed.
- Plan and usage in your workspace
Your current plan and remaining paths and AI credits are now available from the application header.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Onboarding focused on your background and goals
Build your learner profile in three steps: add a CV or pick your skills, set a goal or interests, then review what Upsoma found.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- The Career Browser and Assessments, on the design system
The skill browser returns to the app navigation as the Career Browser, and the skill-gap check behind Assessments is rebuilt, both on the design system and the Paths layout.
- A softer, calmer Upsoma
Quieter ink and hairlines, rounder corners and gentler shadows across the platform; the homepage reveals its sections as you scroll; the skills catalogue answers as you type.
- Every public page on the design system
Terms, Privacy, Support, About, Pricing, Blog, Changelog, Careers, Enterprise, Compare and the explainer pages now share the homepage's header, footer, type scale, colours and components.
- The app sidebar folds away
The sidebar on Home, Paths, Assessments, the Career Browser and your career profile now collapses to icons and remembers your choice.
- Marketing landing page
The public homepage is rebuilt around the product promise: what is between you and the role you want, how the path adapts, what you finish with, and what it costs.
- Career profile and settings
The profile page becomes a career profile with Profile, Sources and Evidence tabs, and a new Settings area covers your account, notifications, privacy and data, and legal and feedback.
- New opens where you already are
Starting a new path no longer takes over the window: the composer opens inside the app shell with the sidebar and header in place.
- Talk your path into shape
Build a new path by talking to Upsoma while the draft takes shape beside you, see your roadmap as a full-width map, and ask about a chapter from a chat that knows its context.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Short addresses for every learner surface
Your learner home lives at /home, with /paths, /browse, /skills and /assess-skills as top-level addresses - and permanent redirects from every older address.
- Your path library and completion records
Find active and completed paths, keep completion records private, and choose when to share them.
- Your learning dashboard
Resume learning, inspect readiness, and find your paths and evidence from one dashboard.
- A guided start to your learning path
Onboarding follows the Figma question flow, with saved answers, optional background, and a first learning path.
- A clearer way to log in and recover your account
Login, signup, and account recovery follow Upsoma's auth design, with password guidance and one-time email login links.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- The changelog now keeps itself honest
Every meaningful change to a platform capability now requires its own changelog entry before it can merge - enforced in CI, mapped to the component it touched, timestamped to the minute - while styling and copy tweaks stay out of the noise.
Platform Infrastructure
#Platform infra
Deploy, runtime, routing, and observability
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- A fuller footer, partnership enquiries and the CareerPalz program page
The footer groups every public page under seven headings, organisations can send a partnership enquiry, and CareerPalz CTL members unlock their program page with an access code that admins manage.
- Search, billing and notifications open beside the page
One side drawer now holds the Skill browser, billing with checkout, and notifications, so learners act without leaving the page they are on.
- The chapter page reads like the design
Chapters name their place in the path, keep walkthroughs and diagrams a click away under the lesson, and open Ask Upsoma with prompts drawn from the chapter itself.
- A complete learning path journey
Review chapters before starting, learn with a focused pre-check, and continue through practice, projects and interview preparation.
- Upsoma Admin reports learner activity, completion and return journeys
Explore distinct active learners, assessment and path completions, second-path returns, acquisition, activation and retention from the admin overview.
- Onboarding 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.
- NEW FEATUREsite/learningAdaptive LearningAssessment & EvaluationContent consumption / Learning & Adaptation+1MVP readiness pass: the product story now connects end to end
Upsoma now presents one clearer product journey across the public site and learner app: name a goal, map the catalogue, overlay existing evidence, follow an adaptive path, and leave with readiness proof.
- Rising 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, 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 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.
Platform Infrastructure
#Scheduling
Background & scheduled jobs
- Build and preview a personalised learning path
A single adaptive conversation now creates a saved Path → Skills → Chapters outline and shows durable progress while it works.
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Find and resume personalised learning paths
Saved outlines and unfinished path conversations now appear in path collections, dashboard cards, and search without claiming lesson progress.
- Your active path and plan, where you look
The profile shows the path you are working on, the sidebar shows your plan, and screens that repeated themselves or led nowhere are gone.
- Buy learning capacity whenever you need it
Extra paths and AI credits are now a single payment you can make at any time, as often as you like, and the capacity stays on your account until you spend it instead of resetting with the month.
- Pay for more capacity where you are stopped
When a month's paths or AI credits run out, or a Starter plan meets a Pro feature, Upsoma now offers the matching purchase in place and repeats the blocked action once the payment is confirmed.
- Plan and usage in your workspace
Your current plan and remaining paths and AI credits are now available from the application header.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Onboarding focused on your background and goals
Build your learner profile in three steps: add a CV or pick your skills, set a goal or interests, then review what Upsoma found.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- The Career Browser and Assessments, on the design system
The skill browser returns to the app navigation as the Career Browser, and the skill-gap check behind Assessments is rebuilt, both on the design system and the Paths layout.
- A softer, calmer Upsoma
Quieter ink and hairlines, rounder corners and gentler shadows across the platform; the homepage reveals its sections as you scroll; the skills catalogue answers as you type.
- Every public page on the design system
Terms, Privacy, Support, About, Pricing, Blog, Changelog, Careers, Enterprise, Compare and the explainer pages now share the homepage's header, footer, type scale, colours and components.
- The app sidebar folds away
The sidebar on Home, Paths, Assessments, the Career Browser and your career profile now collapses to icons and remembers your choice.
- Marketing landing page
The public homepage is rebuilt around the product promise: what is between you and the role you want, how the path adapts, what you finish with, and what it costs.
- Career profile and settings
The profile page becomes a career profile with Profile, Sources and Evidence tabs, and a new Settings area covers your account, notifications, privacy and data, and legal and feedback.
- New opens where you already are
Starting a new path no longer takes over the window: the composer opens inside the app shell with the sidebar and header in place.
- Talk your path into shape
Build a new path by talking to Upsoma while the draft takes shape beside you, see your roadmap as a full-width map, and ask about a chapter from a chat that knows its context.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Short addresses for every learner surface
Your learner home lives at /home, with /paths, /browse, /skills and /assess-skills as top-level addresses - and permanent redirects from every older address.
- Your path library and completion records
Find active and completed paths, keep completion records private, and choose when to share them.
- Your learning dashboard
Resume learning, inspect readiness, and find your paths and evidence from one dashboard.
- A guided start to your learning path
Onboarding follows the Figma question flow, with saved answers, optional background, and a first learning path.
- A clearer way to log in and recover your account
Login, signup, and account recovery follow Upsoma's auth design, with password guidance and one-time email login links.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- The changelog now keeps itself honest
Every meaningful change to a platform capability now requires its own changelog entry before it can merge - enforced in CI, mapped to the component it touched, timestamped to the minute - while styling and copy tweaks stay out of the noise.
- Admin 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.
Platform Infrastructure
#Notification infra (email)
Transactional & lifecycle email
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Search, billing and notifications open beside the page
One side drawer now holds the Skill browser, billing with checkout, and notifications, so learners act without leaving the page they are on.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- NEW FEATUREscheduling/pathsSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Save a path even if scheduling is unavailable
Your reviewed path remains saved if its optional schedule cannot be prepared.
- NEW FEATUREprogress/onboardingSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Weekly planning at your chosen pace
Your chosen weekly time budget carries into check-ins, with an optional path-ready email.
- Onboarding 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.
- Accountability: 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.
- Outcomes: 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.
Core learning subsystems
#Canonical catalogue
Reusable skill, role, and domain identities
- Onboarding 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.
- Admin 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.
Core learning subsystems
#Skill Telemetry
Evidence → signals → the learner overlay
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- Career profile and settings
The profile page becomes a career profile with Profile, Sources and Evidence tabs, and a new Settings area covers your account, notifications, privacy and data, and legal and feedback.
- NEW FEATUREscheduling/pathsSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Save a path even if scheduling is unavailable
Your reviewed path remains saved if its optional schedule cannot be prepared.
- Submit path projects for review
Move from a prescribed project brief to a reviewable submission and distinguish completion from evidence.
- NEW FEATUREprogress/onboardingSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Weekly planning at your chosen pace
Your chosen weekly time budget carries into check-ins, with an optional path-ready email.
- Onboarding 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.
- Rising 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, 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.
- Accountability: 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.
- Adaptive 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 LearningContent consumption / Learning & AdaptationSkill 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.
- Admin 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.
- Assessments: 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.
- Outcomes: 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.
- Skill 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.
- Upsoma 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.
Core learning subsystems
#Adaptive Learning
Catalogue + overlay → an ordered path that shortens as you learn
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- A calmer path composer
New path opens with the composer in the middle of the page, keeps the conversation open to typed answers, asks at most four questions, and reveals the drafted path as it is generated.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Choose the chapters in your next path
Create a path from reviewed chapters and retain progress on your existing paths.
- NEW FEATUREscheduling/pathsSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Save a path even if scheduling is unavailable
Your reviewed path remains saved if its optional schedule cannot be prepared.
- NEW FEATUREprogress/onboardingSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Weekly planning at your chosen pace
Your chosen weekly time budget carries into check-ins, with an optional path-ready email.
- Your first path from saved answers
Onboarding creates a real learning path with readiness-based skips and duplicate-safe retries.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- NEW FEATUREsite/learningAdaptive LearningAssessment & EvaluationContent consumption / Learning & Adaptation+1MVP readiness pass: the product story now connects end to end
Upsoma now presents one clearer product journey across the public site and learner app: name a goal, map the catalogue, overlay existing evidence, follow an adaptive path, and leave with readiness proof.
- Accountability: 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.
- Adaptive 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 LearningContent consumption / Learning & AdaptationSkill 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.
- Admin 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.
- Assessments: 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.
- Outcomes: 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.
- Upsoma 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.
- The learning composer is now shared across homepage and onboarding
Upsoma now uses the same standard composer component for homepage learning prompts and the onboarding learning flow.
- Path generation and assessments now ask for profile signal first
When a learner has not provided a resume or LinkedIn URL, Upsoma now opens a standard drawer before generating a path or running an assessment.
Core learning subsystems
#Content Gen & persistence
AI-generated learning units, eval-gated and versioned
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Plan allowances and reliable billing
Monthly learning capacity, verified billing, catalogue pricing, and the dated Free Pro campaign share one account record.
- Figma alignment, scorecards and account controls
Responsive design corrections, job-description scorecards and paths, opt-in public profiles, Stripe billing support and cancellable account deletion.
- A calmer path composer
New path opens with the composer in the middle of the page, keeps the conversation open to typed answers, asks at most four questions, and reveals the drafted path as it is generated.
- Paths library, roadmap and chapter screens aligned to the design
Active paths group by domain, finished paths show their evidence and certificates, and the roadmap, chapter, practice and sources screens carry the panels from the design.
- Bring your own sources to a chapter
Add a link or document to guide future chapter generation and report sources that need replacing.
- Choose the chapters in your next path
Create a path from reviewed chapters and retain progress on your existing paths.
- Teaching examples shaped by your interests
Confirmed onboarding interests and background help personalize learning examples through the existing generation pipeline.
- Your first path from saved answers
Onboarding creates a real learning path with readiness-based skips and duplicate-safe retries.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- Learning formats: the lesson tabs now stay connected to the workspace header
Learners can now switch between the planned lesson, flashcards, quiz, walkthrough, diagram, and exercise from a connected second header row that stays aligned with the learning workspace.
- Quality gate: regression evals, judge calibration, and human review
The content quality gate now has a labeled regression suite, the grading judge is calibrated against human-labeled answers, and a human review console audits both quarantined content and a rolling sample of what the automated judge approved.
- Study formats: diagrams, listening, exercises, and your way in
Every chapter can now be studied your way: switch any skill into a concept diagram, flashcards, a quiz, a walkthrough, or a hands-on exercise; listen to lessons with chapter-by-chapter narration; and tailor capability checks to a specific company or domain.
- Your chapter, decluttered: projects, interview prep, and a story while you wait
Chapters lose their duplicate practice surfaces and gain two new tabs - real portfolio project recommendations and a band-aware interview question bank - every chapter now carries a short video, and path generation unfolds as a staged story instead of a spinner.
- Adaptive 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.
- Admin 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.
- Assessments: 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.
- The learning composer is now shared across homepage and onboarding
Upsoma now uses the same standard composer component for homepage learning prompts and the onboarding learning flow.
- Path generation and assessments now ask for profile signal first
When a learner has not provided a resume or LinkedIn URL, Upsoma now opens a standard drawer before generating a path or running an assessment.
Core learning subsystems
#Content consumption / Learning & Adaptation
Reading, tutoring, and the path adapting to performance
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Account controls, learning updates and evidence details
Manage signed-in devices, choose supported learning notifications, and inspect what supports a skill or source claim.
- NEW FEATUREscheduling/pathsSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Save a path even if scheduling is unavailable
Your reviewed path remains saved if its optional schedule cannot be prepared.
- NEW FEATUREprogress/onboardingSkill TelemetryAdaptive LearningContent consumption / Learning & Adaptation+1Weekly planning at your chosen pace
Your chosen weekly time budget carries into check-ins, with an optional path-ready email.
- Onboarding 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.
- Learning formats: the lesson tabs now stay connected to the workspace header
Learners can now switch between the planned lesson, flashcards, quiz, walkthrough, diagram, and exercise from a connected second header row that stays aligned with the learning workspace.
- NEW FEATUREsite/learningAdaptive LearningAssessment & EvaluationContent consumption / Learning & Adaptation+1MVP readiness pass: the product story now connects end to end
Upsoma now presents one clearer product journey across the public site and learner app: name a goal, map the catalogue, overlay existing evidence, follow an adaptive path, and leave with readiness proof.
- Accountability: 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.
- Adaptive 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 LearningContent consumption / Learning & AdaptationSkill 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.
- Admin 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.
- Assessments: 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.
- The learning composer is now shared across homepage and onboarding
Upsoma now uses the same standard composer component for homepage learning prompts and the onboarding learning flow.
Core learning subsystems
#Assessment & Evaluation
Readiness snapshots, skill verification, and the eval gate
- Learn the path you built
A path built at /new is now a learning path you can start straight away, with each chapter's lessons, pre-check and Ask Upsoma written for that chapter. Paths created before the learning-path agent are retired.
- NEW FEATUREpaths/new, roadmap, catalogue, posting intelligenceAdaptive LearningAccountsContent Gen & persistence+8A learning path built for you
Create a learning path through one guided conversation, with chapters chosen and ordered for your goal, background, and current readiness.
- Clearer assessments, learning updates and completion certificates
Check readiness with clearer scorecards, start a full path when you want to revisit strengths, and share a factual Certificate of Completion.
- Onboarding 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.
- Prove it first: pre-checks that skip, tune, and teach
Every chapter now opens with a short pre-check: score 90% and the chapter completes on the spot, score lower and the chapter retunes its difficulty and teaches straight at the exact misconceptions you missed - your resume says what you've done, the pre-check proves what you know, and both now shape what gets generated.
- NEW FEATUREsite/learningAdaptive LearningAssessment & EvaluationContent consumption / Learning & Adaptation+1MVP readiness pass: the product story now connects end to end
Upsoma now presents one clearer product journey across the public site and learner app: name a goal, map the catalogue, overlay existing evidence, follow an adaptive path, and leave with readiness proof.
- Admin 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.
- Assessments: 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.
- Outcomes: 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.
- Skill 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.
- Upsoma 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.
- Path generation and assessments now ask for profile signal first
When a learner has not provided a resume or LinkedIn URL, Upsoma now opens a standard drawer before generating a path or running an assessment.