Product Updates

Patch notes

Shipping notes for Mistake to Mastery. This is where major product changes and user-visible fixes are recorded.

Helix · v2.2

Non-blocking mistake submissions

Mistake classifications now run in the background so you can keep submitting while they process, and more UI/UX improvements across the site.

May 3, 2026

Submitting a mistake no longer blocks the form — the classification runs in the background and tracks progress in a queue tray, similar to a Google Drive upload tray.
Queue up more mistakes back-to-back while previous ones are still being classified; each row shows live status, an estimated progress bar, and a "taking longer than usual" hint when a job runs past its typical duration.
Click any completed row in the tray to view the classification result, retry failed rows in place, or dismiss them once you’re done.

Migrated to a more reliable toast notification system for clearer feedback across the dashboard.
Fixed a visual issue where the navbar appeared darkened when modals were open.
Tweaked UI/UX for certain common user flows.

Helix · v2.1

Added highlighting and answer elimination tools, spaced repetition customizations, improved subscription management, and general bug fixes.

April 16, 2026

Added highlighting support so key terms and cues are easier to process during review.
Added strike-through option elimination so you can cross out choices while reasoning through a question.
Expanded spaced repetition customization controls so review behavior can better match each student’s prep pace.

Improved subscription management flows for clearer plan changes, renewals, and status visibility.

Helix · v2.0

Major product updates across add-mistake flow, drill experience, scheduling, and platform polish.

March 22, 2026

Shipped a new drill generation pipeline so add-mistake submissions process more reliably and with better downstream drill quality.
Added figure support in beta so more visual question types can be processed in the new pipeline.
Chrome extension support is on the way very soon (awaiting Google to approve our publishing request) to make capture and submission faster. Watch the demo: Chrome extension demo

Added a Drill History page so you can revisit past drills and graduate them after the session.
Integrated FSRS-based dynamic scheduling so review timing adapts to your performance without manual interval setup.
Added a dynamic session cap so drill load feels more balanced across sessions.
Improved polling behavior so drill status and updates refresh more consistently.

Rolled out broad UI/UX polish across the dashboard for a cleaner and more consistent experience.

Catalyst · v1.0

The first public release of Mistake to Mastery, including the initial pricing rollout and billing polish.

March 11, 2026

Launched the first public version of Mistake to Mastery.
Added a new 1-Month plan for students who wanted a lower-commitment paid option.
Added copy-and-paste support so screenshots are faster to capture and submit.
Added basic mobile support so the product is usable away from a laptop.
Added patch notes and version links so product updates are easier to track.