Pick the Architecture
You're the AI Solutions Architect. Real-world scenarios, real tradeoffs. Choose the best architecture for each problem and prove you think like a staff engineer.
8 scenarios
From fraud detection to medical AI — real problems, real constraints.
30s per decision
Speed bonus for fast answers. Streak bonus for consecutive best picks.
Earn your title
Junior AI Dev → Distinguished AI Architect. Share your score.
What is this?
A free, browser-based game that tests your ability to choose the right AI architecture for real-world problems. 8 randomized scenarios — fraud detection, offline voice assistants, content moderation — and you pick the best architecture under a 30-second timer.
Each scenario has realistic constraints (latency SLAs, compliance, scale targets) and 4 architecture options. Scored on cost, latency, accuracy, and scalability. Bonus points for speed and streaks.
What you'll practice
RAG vs fine-tuning vs agents vs ML ensembles — pick the right tool for real constraints.
Evaluate how each architecture impacts cost, latency, accuracy, and scalability at once.
Factor in compliance, scale targets, connectivity, and latency SLAs when making decisions.
Quickly identify which class of problem — retrieval, classification, generation, hybrid — each scenario represents.
Made for
Done playing? Try the real thing.
The architecture game tests pattern recognition. Rubduck mock interviews test how you communicate and reason through novel problems with a live AI interviewer — the skill that actually decides interview outcomes.
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