Improvements!

• A lot of improvements to the website, includes full new section with CTA at bottom and scrolling section of features. Also added video in hero section.
• Fixed a lot of bugs in neurobits
• Fixed android release workflow and version bugs along with that.
• Recorded new video showcasing all new features
• Updated readme with new features and updated setup
• and other good improvements

Improvements to Exam Mode & features.

Huge devlog, 2nd biggest LOL. I think i’m satisfied with the whole exam feature so ill commit now and ill work on improving the catalog since currently its GCSE only, i’ll add a few popular ones like SATs, A levels, IIT etc

• Better mix of questions in exam quizzes, GCSE-style questions are more strictly enforced and the proportion is similarly matched, before there were too many MCQs for example.
• Realistic marking, tighter mark-scheme based scoring, better partial-credit handling, and improved acceptable answers as a option
• Assisted answer improvements, better answer composition and review behavior
• Review/Summary is a lot cleaner with better marking explanations etc
• Subject and exam reports have been made like A LOT better. Clear Progression, improved the UI and overall clean.
• Timetable + planning is now fully functional with multiple options. Manual input, OCR, editable grid, auto generated revision windows adapted to habits with overlap detection

Exam mode, and improvements

So i think it’s been too much time without a devlog so I should probably do one, I’ve been working on a full exam specialized mode, It’s still WIP but quite a lot already done.
For now it only supports GCSEs, will add more when whole platform is ready.

• Added Exam Mode onboarding: exam target selection, year group, mock date + final exam date, weekly study capacity (minutes + sessions).
• Added exam-focused quiz behavior: which was a full baseline diagnostic flow, exam-style question generation, assisted long-answer structure (Point / Which means / Explain)
• Added Exam dashboard with today plan generation which uses past topics based on forgetfulness curve and overall weak topics, and subjects.
• Added subject dashboards + reports - with curriculum breakdown, personalized feedback etc.
• AI marks with the mark scheme improving the scoring system to be more realistic like the exam with partial mark support per question
• Mark scheme is also referred in the summaries to show the marking and reasons

Reports, lot of question types & improvements

wow this was kinda long anyway here’s everything i added:

• Reports (monthly, weekly, daily) to see progression, improvement statistics, etc.
• Added Chart support so now you can get visual questions, based on chart data and all types of chart pie charts, bar charts, candlestick charts, line charts, etc.
• Added image gen for questions, using nano banana 2 flash, for reference and answer and overall better visual based questions.
• Added multiselect, ordering for a bigger variety of question types.
• Added hints support for questions, so its toggleable in profile and you can get hints on questions of the quiz too.
• Improved onboarding topic selection with a bunch of topics
• Added better onboarding screen for learning paths.

Major Improvements on learning paths & others

• Huge UI revamp for learning paths, more focused on the path, you see next up for the bottom 2 days, you see today’s challenges as the main focus of the screen, general recommendations are removed, and overall more structured UI.
• Improved options on learning path, for example you finish today’s challenges, if you’re into the course, then you can maybe finish topics from previous days that were unfinished, if not, it lets you skip to tommorow’s topics as a early start, further improving paths.
• Improved AI prompts for explain and session summary, now its more structured and actually insightful, with what you did well, what to focus on, and overall, and explain showing why your answer was wrong, why correct answer is correct, and common trap.
• Path topics are now taken into context for recommendations, recommendations have caching, so only when new path or quiz has been done, they change otherwise its the same.
• Added avatars & username to dashboard & onboarding, like facehash but in flutter.
• Improved achievement earned modal UI
• Other bug fixes & improvements around the app.

Migration successful! and other improvements

• I successfully migrated from supabase to convex, added new login/signup screens and new forgot password flow, the forgot password UI is questionable though (from firebase side)
• I have been working on quite a few bug fixes too, mainly regarding recommendations and learning paths.
• Better recommendations using AI, topics to revisit section for practice, and a new topics for exploration
• Learning paths improvements are ongoing, but there were state issues and missing days for example, recommendations showing up and such which are WIP rn.

Improvements, fixes and overall polish.

• I changed my AI service from groq some stupid llama model to hc ai gemini 3 flash, which has increased accuracy etc.
• Added some extra auth features, forgot password, reset password
• New challenge loader screen
• Latex support for math/chemistry questions
• Also worked on a recommendation system for the we think you might love these and want to touch on these topic again sections, however it’s not the best tbh, to be improved, I might use the monolith recommendation algorithm who knows?

What’s being worked on rn:

• See i tried doing this in SOM, but I was using a bad library so it led me to a frustrated failure. But now https://github.com/dickermoshe/convex-dart I’ve found a better way to use convex in flutter so i’m going to switch, this will allow me for easy realtime stuff, like friend challenges etc and overall be a better db than supabase