BUILDING IN PUBLIC

Small releases. Honest notes.

The pilot improves through student use, careful review and transparent corrections—not manufactured claims.

Meyshan moves to its own hosting · sign in with Google or an email code · clinical review desk

  • Meyshan Med now runs on infrastructure the founder owns and can back up nightly; the address, every page and your saved study data are unchanged.
  • Sign in with Google or with a one-time code sent to your email. If the same verified email was used before, your existing account and data are linked, and every link is audited and reversible by the owner. Sign in with ChatGPT has been retired.
  • A clinical review desk lets the owner and appointed reviewers withdraw any journal article, learning hub, simulator case, radar probe or question-bank item from every surface at once, with an audited reason; withdrawals are reversible.
  • Three journal articles carry a named medical review stamp (Dr. Anoop Kumar Joshi, NMC Hospital, UAE, 13 September 2026), shown on the page and in the article’s structured data.
  • MeyshanTube uploads wait in quarantine until an appointed reviewer approves them; the file’s real duration is measured and a malware-scan hook is recorded honestly as unavailable when no scanner is configured.
  • Failed AI calls never consume a student’s daily allowance; nightly backups run with a tested restore drill; every third-party licence text is now in the repository.

Owner recovery export · clearer privacy and recall wording

  • An owner-only recovery action exports the application database, actual schema, table counts and media with SHA-256 checks. Export attempts are rate-limited and audit-logged; provider-internal exclusions and incomplete captures are disclosed.
  • Privacy copy now distinguishes Meyshan storage from provider abuse-monitoring retention of up to 30 days. Recall wording describes probabilistic FSRS scheduling.
  • Build 2026.09.12-recovery-export-r1. Ward Log schema repair, reviewer appointments and broader clinical takedown remain deferred; this release does not claim clinical certification.

The learning desk · practical guides and clearer sources

  • Eight study-topic hubs, three new source-linked guides and three printable worksheets connect reading to a useful next study session.
  • Editorial guides have their own AI-assisted byline. An older Recall explanation now describes FSRS as an estimate, with a dated correction.
  • Public Tube transcripts and released-video sitemap entries improve discovery while unpublished videos remain private. Referral measurement records only coarse source categories.

Cardio Expedition · full atlas and clearer entry

  • Cardio Expedition opens the complete 59-stop atlas, with organ flights, simulations, glossary, narration and recording in the same workspace.
  • Find Cardio beneath Anatomy Lab in the Study sidebar, in search, in the 3D Clinical Atlas, or through the fully clickable Anatomy Lab card.
  • The oxygen journey, four missions and pump comparisons remain available. Build 2026.09.12-cardio-atlas-r2; physical-device voice, flight and recording acceptance remains open.

The wall becomes paper, the map comes alive

  • The Commitment Wall is now a real pinboard: tinted paper notes with pushpins, handwritten promises, a drop-and-settle when you post one — same private wall, same honest kept count
  • The Learning Map gained a living view: the module graph settles into organic clusters and breathes, and four guided journeys walk you along real shipped connections — including the road to your USMLE plan
  • The blog joined the site navigation, next to Founder, and five more posts are scheduled — one every Sunday through late September
  • Behind the scenes: a content engine that turns reviewed Radar misconceptions into draft posts — drafts stay drafts until Meyshan finishes and reviews them, structurally

The blog — study, honestly, in public

  • Meyshan Med has a blog now: The Countdown (a public USMLE preparation log, real dashboard numbers only), The System (how each tool actually works), High-Yield misconception repairs, Life at PSG and Beyond the Books
  • Ten launch posts are live — and every high-yield medical article carries a visible 'Pending medical review' banner until Meyshan reviews it, the same honesty rule as the app
  • Search, category pages, a tag cloud, RSS/Atom/JSON feeds, per-post share cards and WhatsApp-first sharing
  • The homepage now carries the three latest posts; posts link into the exact module they talk about

v73 — public feature pages work on the first click

  • Fixed a production-only hydration defect that could render two stacked public feature faces for signed-out visitors
  • The visible first copy could look correct but have no React event handlers, so Start practicing did nothing
  • Public feature faces now hydrate in place with one live copy; Questions, Rescue and Classroom open from the first click
  • The fix is one dashboard-file change only; no migration, worker change or landing-performance regression

Mitski Classroom — learn it before it breaks

  • Rescue is for after a topic collapses; the Classroom is the other door — pick a topic and Mitski teaches its prerequisite chain from the ground up
  • Small turns, each ending in a check you answer with stated confidence — ask for an analogy, a clinical case, or Hindi whenever it doesn't land
  • Weak checks flow into your Weakness Ledger like every other surface, and the session can be kept as a recall deck
  • Same engine, same daily allowance, same honest unreviewed-AI labels as Lecture Rescue — no second architecture

The Commitment Wall — say it to yourself, then keep it

  • A private wall for study promises in your own words: commit, act, mark it kept when it truly is, then reflect
  • Link a commitment to Rescue, Recall, the Question Bank, Clinical Studio or the Atlas and start straight from the card
  • Pin the one that owns today and it appears at the top of Today
  • One honest metric — commitments kept, by your own hand. No leaderboard, no comparison, ever.

The Learning Map — see how the whole system holds together

  • How it works now carries an interactive map of every module: tap one to see when to use it, what it feeds, and what it honestly cannot do
  • Every arrow on the map is a real, shipped connection — Rescue writes to your Ledger, the Ledger seeds new Rescues, missed questions offer repairs
  • The full reference works without JavaScript and reads cleanly on a screen reader

A quality pipeline behind every future question

  • New questions now pass automated gates before a human ever sees them: structure, duplicate detection, ambiguity heuristics, and the classic exam-craft traps
  • Meyshan's review desk gained a question pipeline: drafts arrive pre-checked, with an AI blind second answer and an adversarial challenge as advisors — never as certifiers
  • Your problem reports land on the same desk, next to the question they're about
  • Nothing reaches students without human medical review — that rule is structural, not a promise

Question Bank explanations grew up

  • Every question now teaches the full decision: why the answer is right, and why EACH wrong option is wrong — with the real distinction, not "option C is incorrect"
  • Where it helps, an option also says what change in the stem would have made it correct
  • Each question names the concept it tests and what that concept builds on — and a missed question offers to repair the concept in Lecture Rescue
  • Spotted a problem? Report it in two taps — every report reaches the review desk

Meyshan Med has its real face now

  • The final identity is live everywhere: the M with a pulse through it, the Meyshan Med wordmark, and LEARN · REASON · CARE
  • Every icon — browser tab, home-screen, share preview — now carries the same mark, in light and Night Shift
  • Mitski the sun conure stays exactly where she belongs: as your companion in the app, not as the corporate logo

PDF upload actually works for real chapters now

  • Long lecture PDFs were silently failing — the reader's output limit was sized for a single page, so a real chapter came back as 'nothing legible'. Fixed: the limit now covers everything the paste box can hold.
  • If a chapter is longer than one rescue can hold, you now get the FIRST part plus an honest note, never a dead end
  • PDFs picked from phones that mislabel the file type are now recognised by their actual bytes
  • Every failure now says what went wrong and what to try — too large, unreadable, or connection lost, each with its own advice

Photograph the board, upload the chapter, or just say it

  • Snap a page or a whiteboard and the text lands in the box, ready to fix and build
  • Upload a PDF chapter — one chapter, not the whole book
  • Tap the mic and tell it what confused you
  • You always see and edit the text before the map is built — OCR is honest about being imperfect

Tell Today how much time you have

  • Five minutes? The day becomes one recall hit. Exam tomorrow? High-yield only.
  • The budget restructures your day — it never just trims the list
  • Your saved profile minutes stay the default

Trust labels everywhere, and the manual shows real screens

  • The four source-trust labels now appear on AI explanations across the whole site
  • Search finds Lecture Rescue and your Weakness Ledger
  • Ledger entries show when their recall cards come back
  • Every manual page with an available product view shows the real screen; Card Studio stays text-only until a real screen exists

The manual tells you the truth

  • Every module now has an honest manual: how to use it, the tech behind it, its limitations, and what happens to your data
  • The Meyshan Mastery Loop — diagnose, repair, teach, ask, explain back, create recall, recheck — is now named as the spine of the whole site
  • Deep links can open exactly the right manual panel

Your weaknesses, on one page

  • Weak signals from the Atlas, Spotters and Lecture Rescue now meet on one ledger, with the Question Bank's dedicated weak queue linked alongside them
  • One tap turns a weak concept into a Lecture Rescue session built underneath that exact gap
  • Anatomy words in rescue lessons can open the matching 3D organ, with a one-tap route back
  • Your two weakest concepts now appear on Today when the ledger has something useful to show

Every claim now tells you how much to trust it

  • Four source labels now distinguish material-backed teaching, Meyshan-reviewed simplification, added context and content still needing medical review
  • Tap any source label to see exactly what it means
  • A misconception radar contains sixty classic traps, but every probe stays disabled until Meyshan personally reviews it
  • When reviewed probes go live, a confident misconception will show what you believed, the corrected truth and why the distinction matters

Teach it back, keep it forever

  • Explain a rescued concept to an examiner for the viva, or to a patient for the ward — each uses its own rubric
  • The patient rubric flags jargon and frightening phrasing, then suggests a kinder way to say the hardest sentence
  • Each rescue session can become an editable recall deck, with immediate recall plus later concept, clinical and exam checks when the session produced them
  • Signed-in cards appear in Card Studio and enter the existing Recall schedule; guest decks stay on this device

The map now repairs itself

  • Pick Emergency 5, Understand 15, Master 45 or Exam tomorrow and the lesson changes its structure, not just its length
  • Lessons teach the deepest broken prerequisite first, one concept and one check per turn
  • If it still does not land, ask for a simpler analogy, a clinical case or an explanation in Hindi
  • A concept only turns green after a fresh answer you stand behind — lucky guesses do not count

Lecture Rescue finds the gap under the topic

  • Paste a chapter section or pick a topic and get a prerequisite map, not a summary
  • Five to eight diagnostic questions that ask how sure you were
  • Green, amber and red concepts with the deepest broken prerequisite marked Start here
  • Privacy correction: Meyshan saves generated learning artefacts and usage counters, not the original pasted lecture text in its application database; OpenAI abuse-monitoring retention may last up to 30 days by default, with longer retention possible for legal or safety reasons

Confidence, review and a faster atlas

  • Every answer can be tagged Knew it, Unsure or Guessed — a lucky guess is scheduled as not learned
  • Weak questions collect into their own practice queue
  • The 3D atlas now loads as an image first and stays fast on a phone
  • A simulated patient you can interview in Clinical Studio
  • Every teaching item is checked by Meyshan before students see it

A first session with an ending

  • Two-minute guided start ending in a completed Recall item
  • Curriculum mapping across core study modules
  • Contextual next actions after Recall and Atlas quizzes
  • Hindi UI foundation with reviewed-English fallback

Clinical learning becomes active

  • Locate-the-structure Atlas quizzes
  • Missed structures enter FSRS Recall
  • Female and male reproductive anatomy
  • USMLE journey and registration checklist

Mitski arrives everywhere

  • Contextual text help on every app screen
  • Live English voice for signed-in students
  • Guest mode remains available without an account
  • Mobile navigation and collapsible desktop sidebar