SYSTEM_ONLINEv2.0.4

Decode failure.
Design trust.

An engineered catalog of AI interaction failures.Diagnose, simulate, and resolve UX patterns with precision.

Decode failure. Design trust.

AntiPattern breaks down AI interaction failures into a diagnosis, a live simulation, and a corrected response pattern.

Spot the trigger

Learn the UX cues that signal the AI is failing the user.

Rewrite the flow

Swap vague responses for deliberate, user-first guidance.

Simulate outcomes

Compare bad and good interactions in a deterministic sandbox.

Ship guardrails

Apply principles and checklists before deployment.

15

Documented anti-patterns

6

UX categories covered

2

Simulated modes per pattern

Ready to fix your AI UX?

Move beyond chat app defaults. Use AntiPattern to build transparent, interruptible, and human-first AI experiences.