DAVID MAMANI BLOGS · AI ENGINEER / DATA ENGINEER

The State Machine Mental Model for UI Engineering

Why every complex UI is secretly a finite state machine

Every complex UI is secretly a finite state machine. Modeling that explicitly removes whole categories of bugs.

#The Hidden State Machine

Every UI has states: loading, error, empty, populated, editing, and saving. The question is whether those states are modeled clearly or hidden inside fragile if-else chains.

javascript
const machine = {
  idle: { FETCH: 'loading' },
  loading: { SUCCESS: 'populated', FAILURE: 'error' },
  error: { RETRY: 'loading' },
  populated: { REFRESH: 'loading' },
  empty: { REFRESH: 'loading' },
};
stateDiagram-v2
    [*] --> Idle
    Idle --> Loading: FETCH
    Loading --> Populated: SUCCESS
    Loading --> Error: FAILURE
    Error --> Loading: RETRY
    Populated --> Loading: REFRESH
  • No impossible states: the UI cannot be loading and failed at the same time.
  • Clear transitions: invalid movements are easier to catch.
  • Visualizable logic: the model can be drawn and discussed before code exists.
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AI Engineer and 3x Hackathon winner specializing in agentic AI orchestration and data engineering. AWS Certified Data Engineer focused on physics, calculus, and statistics. Currently completing a B.S. in Civil Engineering.

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AREQUIPA, PERU

AI ENGINEER / DATA ENGINEER