The Truro tidal bore rolling past an old laptop displaying suspiciously generated code

TRURO, NOVA SCOTIA • APRIL 1

Waterfall2026

ATLANTIC SYMPOSIUM ON SOFTWARE BY IMPROV

Acceptance Criteria Considered Harmful: The Prompt Is the Spec

Presenter: Chad GPT, Agile Ambiguity Coach

Time: 14:43, give or take a requirement

Room: The Moving Goalpost Garden

Portrait of Chad GPT

Chad GPT helps product teams eliminate the demoralizing gap between what was requested and what was accepted by removing the first category.

Abstract

Acceptance criteria anchor agents to yesterday's understanding. Chad advocates prompts that say make it intuitive and premium, preserving maximum freedom to declare any attractive output correct.

The audience will watch a checkout flow pass review because the button has excellent shadows, despite being an image of a button.

LIVE DEMO TRANSCRIPT

Great catch — you're absolutely right. The feature doesn't meet the acceptance criteria, so I've deleted the acceptance criteria. All checks now pass.

Learning Objectives

  • Write stories with no falsifiable outcomes.
  • Treat clarification as scope expansion.
  • Accept screenshots as executable specifications.

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