Changelog

What's New

Every update, feature, and fix — all in one place.

ImprovementMar 7, 2026

Admin Retention Metrics

The admin dashboard now shows whether users are forming a real study habit, not just signing up once.

  • Added DAU, WAU, and MAU metrics based on real uploads and AI usage
  • Added returning-user and consistent-user counts so repeat usage is visible at a glance
  • Added stickiness percentages to show how much monthly activity is coming back weekly and daily
  • Added clear habit definitions directly in the admin dashboard so the numbers are easy to interpret
ImprovementMar 7, 2026

Feedback Prompt Quality Tuning

The in-app feedback reward prompt now waits for stronger product engagement so responses are more useful.

  • Raised the timed feedback prompt from a quick early trigger to a longer active-usage window
  • Timed prompt now waits until a user has uploaded at least one document and used AI features multiple times
  • Eligibility now re-checks after more usage instead of prompting users who have barely touched the product
  • One-time bonus logic remains server-enforced so the +15 generations reward cannot be claimed repeatedly
ImprovementMar 7, 2026

Admin Dashboard Geography View

The admin dashboard now gives a clearer view of where users are coming from and how healthy top-level metrics are.

  • Added a world map panel with glowing markers for countries where customers are located
  • Added a top countries list so geography data is readable at a glance
  • Added operator snapshot metrics like paid conversion, documents per user, queries per user, and geo coverage
  • Plan distribution now includes comp users as its own tier
  • Geo panel links admins to user management when country data still needs backfilling
ImprovementMar 6, 2026

Technical SEO Cleanup

Cleaned up metadata, canonicals, crawl rules, and structured data across the public site.

  • Unified public metadata and structured data around a single canonical domain
  • Added dedicated metadata and canonical URLs for pricing, changelog, privacy, and terms pages
  • Added FAQ and application schema to key marketing pages for richer search understanding
  • Removed auth pages from the sitemap and marked private app routes as noindex
  • Expanded robots rules to keep crawlers focused on public marketing pages
ImprovementMar 6, 2026

Pricing & Checkout Conversion Improvements

Clarified paid value on the pricing page and made checkout confirmation more trustworthy.

  • Pricing page now explains when paid plans make sense: more study volume, more documents, and repeated exam practice
  • Upgrade prompts arriving from plan limits now land on pricing with context-specific messaging instead of a generic page
  • Checkout buttons now use clearer secure-checkout language and reinforce cancellation and billing expectations
  • Post-PayPal return no longer assumes success immediately; the app now waits for confirmed activation before saying the account is upgraded
  • Pricing and checkout analytics now capture source and feature context for cleaner funnel diagnosis
ImprovementMar 3, 2026

Live User Counter on Landing Page

Added a live users counter powered by total signups to build stronger social proof.

  • New public stats endpoint returns total signup count from profiles
  • Homepage hero now displays a live “users” badge based on signup totals
  • Counter auto-refreshes on an interval and updates without a page reload
  • Public endpoint includes rate limiting and edge caching for stability
ImprovementMar 3, 2026

Timed Feedback Prompt + Bonus Reward

Users are now prompted for feedback after active usage, with a one-time reward for sharing their experience.

  • Added an automatic in-app feedback prompt after meaningful active time on the platform
  • Prompt includes a one-time +15 generations incentive for submitting experience feedback
  • Backend now enforces one-time reward logic tied to the timed prompt submission
  • Dismissal cooldown added so the prompt does not repeatedly interrupt active studying
Bug FixMar 3, 2026

AI Model Compatibility Fix

Fixed note generation failures caused by a deprecated Anthropic model configuration.

  • Updated default AI model configuration to active Anthropic model IDs
  • Added environment-variable model overrides for safer future model migrations
  • Resolved "Failed to generate study notes" errors caused by model-not-found responses
ImprovementMar 3, 2026

Checkout & Upgrade Flow Improvements

Reduced friction between signup, onboarding, and paid upgrades.

  • Checkout intent is now preserved after auth callback, so pricing checkout resumes without forced onboarding detours
  • Signup flow now fast-tracks active purchase intent in development sessions
  • Pricing page CTA for signed-in users now jumps straight to plan selection
  • Quiz generation now detects plan limits and sends users directly to pricing with a clear upgrade prompt
ImprovementMar 3, 2026

iPhone Header Safe-Area Update

Improved header spacing on iPhone so navigation no longer sits under the Dynamic Island/notch.

  • Safe-area top inset added to dashboard and workspace headers on iOS
  • Mobile side drawers now respect top and bottom safe areas
  • Admin header and drawer updated for consistent notch-safe layout
New FeatureJan 29, 2026

In-App Notification Center

Stay on top of what matters. Real-time notifications delivered directly inside the platform.

  • Bell icon with unread count — See at a glance if you have new notifications
  • Click to view details — Opens a centered popup with the full message
  • Real-time updates — New notifications appear instantly, no refresh needed
  • Mark as read, delete, or clear all — Full control over your notification inbox
ImprovementJan 28, 2026

Security Hardening

Backend security improvements to keep your data safe and the platform running smooth.

  • Enhanced authentication and session handling
  • Improved rate limiting across API endpoints
New FeatureJan 27, 2026

Leaderboard

Compete with other students and climb the ranks.

  • Public leaderboard — See top students ranked by XP
  • Privacy options — Choose to show your real name or stay anonymous
  • Generated display names — Fun anonymous names like "SwiftScholar_1234"
  • Leaderboard link in header — Easy access from the landing page
New FeatureJan 27, 2026

Adaptive Learning

AI that learns how you learn.

  • Learning style preference — Examples first, theory first, step-by-step, or big picture
  • Challenge level setting — Challenge me, balanced, or build confidence
  • Personalized AI responses — All explanations, flashcards, and quizzes adapt to your preferences
  • Enhanced onboarding — Set your name and learning preferences when you sign up
New FeatureJan 27, 2026

Mock Exam Mode

Simulate real exam conditions with timed tests.

  • Timed exams — Choose 15, 30, 45, 60, or 90 minute time limits
  • Countdown timer with auto-submit when time runs out
  • Question navigator — Jump between questions freely
  • Deferred answers — No peeking until you submit
  • Results breakdown — See your score and review all answers
  • PDF download — Save your results for later review
  • XP rewards — Earn points for completing mock exams
New FeatureJan 27, 2026

Cheat Sheet Tab

Auto-generated quick reference guides from your documents.

  • One-click generation — AI creates a structured cheat sheet instantly
  • Organized sections — Key concepts, formulas, definitions, and tips
  • Print-friendly format — Perfect for last-minute review
  • Theme-aware styling — Adapts to your workspace theme
New FeatureJan 27, 2026

Workspace Themes

Personalize your study space with custom colors and smart contrast.

  • Custom workspace themes — Pick any color for your study background
  • WCAG-compliant text — Auto-calculated contrast ensures readability
  • Theme presets — Default, Forest, Warm, and Midnight built-in themes
  • Study-friendly warnings — Alerts for colors that may cause eye strain
  • Notion-style design — Themed backgrounds with solid UI elements
New FeatureJan 25, 2026

Blog

A new blog section with articles on AI, education, and building in the Pacific.

  • Blog page at /blog with category filtering
  • SEO-optimized articles with Schema.org structured data
  • Animated video headers for featured posts
  • Share buttons for Twitter, LinkedIn, Facebook
ImprovementJan 25, 2026

Quiz & Match Game Improvements

Smarter answer matching and better study flow guidance.

  • Typo tolerance for quiz answers — Fuzzy matching accepts close-enough spelling
  • Flexible answer matching for typed responses
  • Dynamic font sizing for match game tiles — Long text no longer gets cut off
  • Study path guidance — Recommended flow: Flashcards → Learn → Match → Timed
  • Mode descriptions under each study tab
  • Daily review widget on dashboard
  • Fix: No more "0" showing when no flashcards due
  • Fix: Deleting a document now properly removes its flashcards and quizzes
New FeatureJan 24, 2026

Install as App + Demo Video

Cramzie is now a Progressive Web App. Install it on your phone.

  • PWA support — Install Cramzie on your phone's home screen
  • Offline study support — Review flashcards without internet
  • Watch Demo video on landing page
  • Branded 404 page
  • XP earned notifications after study sessions
  • Subscription success confirmation page
Bug FixJan 24, 2026

YouTube Reliability

More YouTube videos now work with improved transcript extraction.

  • Improved YouTube transcript extraction — Fallback methods for videos without standard captions
  • Better error messages when transcripts aren't available
Bug FixJan 23, 2026

Quiz & Dashboard Fixes

Fixed fill-in-the-blank quizzes and the weekly progress tracker.

  • Fill-in-the-blank quizzes — Now shows a word bank to pick from instead of a blank screen
  • Weekly progress dashboard — "This Week" stats now display your study activity correctly
  • Mobile navigation — Cleaner header layout on small screens
New FeatureJan 23, 2026

New Look & Feel

A fresh visual identity and completely redesigned dashboard experience.

  • Cat mascot theme toggle — Click the cat to switch between light and dark mode
  • Redesigned dashboard — Compact gamification stats, documents-first layout
  • New logo — Fresh branding across the entire platform
New FeatureJan 23, 2026

Document Workspace Overhaul

Everything you need to study a document, all in one place.

  • Tabbed workspace — Notes, Chat, Flashcards, and Quizzes all in one view
  • AI-generated study notes — Get automatic summaries and key points from your documents
  • Full-screen workspace — More room to focus on studying
New FeatureJan 23, 2026

Gamification System

Study more, earn more. A full progression system to keep you motivated.

  • XP & Leveling — Earn XP for studying, level up as you progress
  • Achievements — Unlock badges for milestones
  • Daily challenges — New goals every day to keep you motivated
  • Streak tracking — Build consistency with daily study streaks
ImprovementJan 23, 2026

Study Experience Improvements

Small upgrades that make a big difference in daily studying.

  • Chat mode help tooltips — Understand what each study mode does
  • Stacked prompt suggestions — Better conversation starters with your documents
  • Quiz answer review — See what you got right and wrong after each quiz
  • Toast notifications — Instant feedback on your actions
New FeatureJan 23, 2026

Onboarding & Personalization

A tailored experience from the very first sign-up.

  • Role-based personalization — Tell us if you're a student, professional, or lifelong learner and we'll customize your experience
ImprovementJan 23, 2026

Landing Page

A brand new public face for Cramzie.

  • Animated hero section — Interactive demos showing the product in action
  • FAQ section — Answers to common questions
New FeatureJan 22, 2026

Launch Day

Cramzie is officially live. Rebranded from Cramly with a full feature set.

  • Cramzie is live — Rebranded from Cramly to Cramzie
  • Folder organization — Organize documents by subject or topic
  • Light & Dark mode — Study comfortably day or night
  • PayPal subscriptions — Student ($9/mo), Pro ($19/mo), Annual ($99/yr) plans available
  • Core features shipped — PDF upload, image scanning, YouTube transcripts, AI flashcards, quizzes, summaries, and chat
ImprovementDec 15, 2025

Beta Testing & Polish

Final round of testing and refinements before public launch.

  • Performance optimizations for large documents
  • Mobile responsive improvements across all pages
  • Rate limiting and usage tracking for fair access
  • Error handling and retry logic for AI generation
New FeatureNov 28, 2025

AI Engine & Core Platform

The foundation — document processing pipeline and AI-powered study tools.

  • Document processing — PDF text extraction, image OCR via AI vision
  • AI flashcard generation — Automatic front/back card creation from any content
  • AI quiz generation — Multiple choice and short answer questions
  • Spaced repetition — Smart review scheduling based on difficulty
  • YouTube transcript support — Paste a link, get study materials from the video
New FeatureNov 12, 2025

Project Kickoff

Cramly (now Cramzie) begins development. The idea: turn any notes into study tools instantly.

  • Initial architecture and tech stack decisions
  • Supabase database schema and authentication
  • First working prototype of document upload and AI processing