BedVibe Engineering Lab

Interactive · No code required · ~3 minutes

The AI Systems Challenge

Writing code is one skill. Thinking in systems is another. Three quick challenges: assemble two production AI architectures, then diagnose real failures — scenarios taken from published engineering research, not invented puzzles. Tap a component, then tap its slot.

Challenge 1 · Architecture

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Tap a component, then tap a slot. Tap a filled slot to empty it.

Challenge 2 · Architecture

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Tap a component, then tap a slot.

Challenge 3 · Production debugging

Diagnose the failure

Four real situations from operating AI systems in production. Pick the engineer's move.