Tag: engineering discipline

2 entries tagged "engineering discipline" — 2 posts, 0 links.

Posts

Apr 15, 20268 min — Systems Notes

When the State Chart Pays Off

Why a React form with seven boolean flags shipped a flicker bug that statecharts would have surfaced before the first render, and the decision rule that says when this discipline earns its place.

Outcome: Reader can decide when a workflow is state-machine-shaped, replace boolean-flag explosion with a small statechart that names guards and transitions, and recognize statecharts as an architectural discipline rather than a UI utility.

Apr 14, 20264 min — Platform & AI

What AI Researchers Do That I Do Not

A short, honest read on what AI researchers actually do day to day, written from outside the role by an applied engineer who reads papers when the work demands it.

Outcome: Reader can distinguish AI research work from applied AI engineering work, decide which research outputs change their quarter and which do not, and avoid hiring or being hired against the wrong role description.

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