Reflect on Evidence, Failure, and Limits

Work through the explanation, apply it to the example, and complete the quick check before continuing.

Complete all reflection prompts. Explain what failed, why it failed, what changed, and what the retest showed.

Name the strongest verification, the human decision, the stop condition, and every unresolved risk. State what change in source, tool, audience, or consequence would trigger a new review.

Finish with two boundaries:

• What the workflow can reasonably do.
• What it must never be presented as proving.

Reflection is required. Confidence, speed, and polished language are not assessment evidence.