Tag: happy

Usability testing must include edge-case scenarios where the model performance dips.

Steven Haynes

Contents1. Introduction: Moving beyond “happy path” testing; why reliability in AI is a brand risk.2. Key Concepts: Defining edge cases (out-of-distribution, adversarial, high-variance inputs).3. Step-by-Step Guide: Identifying, simulating, and evaluating edge-case performance.4. Examples: Financial services […]

Ensure technical documentation includes limitations and failure mode analysis.

Steven Haynes

Beyond the Happy Path: Why Technical Documentation Must Include Limitations and Failure Mode Analysis Introduction In the world of software engineering and systems architecture, most documentation focuses exclusively on the “happy path”—the idealized sequence of […]