Personal project Design

Usecase Factory

Connect test scenarios, executable capabilities, and assertion sources to make AI-generated tests verifiable and recoverable.

Planned exploration：Python / LLM API

Problem

Connect test scenarios, executable capabilities, and assertion sources to make AI-generated tests verifiable and recoverable.

Translate test development experience into a workflow, reviewing stage boundaries, evidence requirements, and domain portability.

Implementation and boundaries are detailed in the articles below.

Arranged for reading, with further articles added as the project evolves.

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Nov 07, 2026 · 4 min read

Use a negative test that reaches the wrong branch to explain expectation sources, capability gaps, selective blocking, recovery, and MVP acceptance.