Machine coding
0 / 50 solid
Run every design prompt through this
Same nine moves, every time. Say the step out loud so the interviewer can follow you.
01ScopeUsers, platforms, must-haves, what you're cutting
02ArchitectureClient, server, CDN, realtime channel
03Data & APIEntity shapes, pagination, REST vs GraphQL
04ComponentsTree, ownership, reusable boundaries
05StateServer vs client cache, normalization, optimism
06PerformanceBundle budget, images, virtualization, Core Web Vitals
07AccessibilitySemantics, focus order, screen reader flow
08SecurityXSS, CSRF, CSP, auth token storage
09EdgesOffline, slow network, failure, i18n, telemetry
Run every behavioral answer through this
Two minutes, five beats. The result beat is the one candidates skip — never skip it.
01SituationTwo sentences. Team, product, stakes
02TensionThe constraint that made it hard
03ActionWhat you did, and what you rejected
04ResultA number, or a before and after
05ReflectionWhat you'd do differently now
Frontend interview spec · 2026
/ search jk move 123 rate
0 clear n note e editor d drill ⌘↵ run
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