Multiple choice
Single correct option with distractors that actually test understanding, not luck.
Stop sourcing question banks. Generate the exact questions you need — for any technology, any difficulty, any depth — review them, regenerate the weak ones, and ship.
Which of the following correctly describes the event loop's relationship with the microtask queue?
Single correct option with distractors that actually test understanding, not luck.
More than one correct option — for nuance that single-answer questions miss.
Quick recall checks with explanations attached, so a wrong answer becomes a teaching moment.
Tests precise vocabulary, syntax, and naming — answers auto-matched with synonyms allowed.
Free-text answers with AI-assisted first-pass grading, then a human review.
Full coding problems with starter code, function metadata, and hidden test cases — in 10 languages.
No autopilot. Every question is yours to keep, regenerate, or discard before it's ever shown to a candidate.
Topic, subtopic, difficulty, marks, negative marking, hints, explanations. One form. One click.
Parallel batches of 5 questions, multiple concurrent. Twenty questions land in about a minute. Quality-scored on the way in.
Keep, discard, or regenerate any single question without touching the others. AI works, you decide.
Approved questions land in your question bank with full metadata, ready for any exam, pool, or template.
Every generated question runs through type-specific checks — correct distractor count, valid test cases, parseable code — before it reaches your screen.
A 0–100 score tells you which questions to trust, which to regenerate, and which to refine before saving.
Don't like one out of twenty? Regenerate it alone, with the same context, while keeping the rest.
If only 17 of 20 pass validation, the system tops up to 20 automatically — no silent shortfalls.
Gemini 2.5 Flash or GPT-4o-mini, switchable at runtime. Your content, not theirs.
Pay only for what you save. Wallet shows reserved vs spent — no surprise bills, no subscription lock-in.
Generate full coding challenges in ten languages: starter code, sample tests for the candidate to run, and hidden tests for scoring. No more sourcing problems from a third-party library.
See the coding engine →Pick any technology or topic. We'll generate twenty questions on the call, walk you through the review screen, and save the keepers to your bank. Eight minutes, real product.