Human-in-the-Loop UX

Essays by the OneMind Strata Team. Click a title to open the full essay.

AI that Asks Before It Acts
Cross-Industry

Designing confirm/override steps that speed up rather than slow down.

Prompt Surfaces: Where Do Prompts Live?
Technology & Software

Patterns: inline, panels, slash-commands, and background agents.

Micro-telemetry: What to Log for Learning
Retail & Consumer

Edits, reverts, abandonments → the real quality signals.

Error States that Build Trust
Finance & Banking

Graceful fallbacks and “show your work.”

From Demos to Daily Use
Manufacturing & Production

Change the paper cuts first; delight second.

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