When expansion is triggered
During practice, the system tracks how many session questions were already heavily seen. If the session is mostly old material, it can request a bank expansion automatically.
Endless Question Pool With Auto Expansion
How Studieasy keeps question banks fresh by extending coverage in the background when sessions become repeat-heavy.
Updated: 2026-05-07
Quick answer
Studieasy does not freeze your set at first generation. The app can raise the target question count and extend the bank in rounds, with duplicate checks and coverage logic to keep new questions meaningful.
TL;DR
- Sessions detect repeat-heavy patterns and can trigger expansion.
- Background extension adds questions incrementally with deduplication.
- Owners see fresh-question toasts when expansion rounds complete.
How new questions are added safely
Expansion runs in bounded batches, remaps concept ids consistently, and drops near-duplicates before append. This keeps growth controlled instead of noisy.
What changes for students
You get a longer runway of useful prompts from the same source file. The bank feels less repetitive over time, which helps preserve learning momentum.
FAQ
Does expansion rewrite my existing good questions?
No. It appends additional questions and keeps the existing bank intact.
Can expansion run forever?
No. It is bounded by target limits and cooldown logic.
Is this only for premium users?
Expansion is tied to owner-side bank mutation flows, so practical usage depends on owner access and plan features.
Next step
Put this workflow into practice with your own materials.
Build a deeper question bank