Roadmap
What's shipping next
Public, dated, honest. Vote for what you want most — links go to the issue tracker.
Now (Q2)
- Sessions API + 48-MCQ SSC CGL seed playable end-to-end
- Web frontend with 256-feature blueprint
- Docker Compose + Makefile + GitHub CI
- Refresh-token rotation + theft detection
Next (Q3)
- Flutter mobile app (iOS + Android) — signup + exam picker + take exam
- WebAuthn passkeys + ECDSA device signature middleware
- Stripe + Razorpay subscription endpoints with per-country PPP
- Admin panel (Refine) — content review queue + bulk import
- 5 flagship exams with 5,000 MCQs each: NEET-UG, JEE Main, UPSC CSE, SSC CGL, IBPS PO
- First 5 of the 46 reports live (heat-map, mastery radar, predicted score)
- ClickHouse pipeline via Debezium → Kafka
Later (Q4)
- Parent + teacher dashboards live with real data
- AI tutor (RAG over content) + AI MCQ generation worker
- PYQ ingestion pipeline (PDF → OCR → LLM normalise → human spot-check)
- Multi-language UI (EN + HI + 3 more)
- Flutter Desktop (Windows + macOS)
- Gamification: streaks, XP, badges, leaderboards
- Anti-cheat layer (time anomaly, geo-jump, app-background, collusion graph)
Way later (Year 2)
- All 759 exam families with baseline content
- Proctoring (camera face presence, audio anomalies, multi-face)
- Mentor marketplace + course marketplace
- 25 UI languages live
- White-label institutional plans (SAML, LTI 1.3, SCIM)
- Multi-region Postgres + edge presence in 5 regions
- SOC2 Type II certified