(AI Gen) Set Your AI Up for Success: How BDD Tickets Drive Quality Outcomes

(AI Gen) Set Your AI Up for Success: How BDD Tickets Drive Quality Outcomes

From Tilt Engineering by Tilt Finance

November 28, 2025 · 2 min · Episode 21

About this episode

The episode discusses how to improve AI outcomes through effective ticket writing using Behaviour Driven Development principles.

Your AI is only as good as the ticket you hand it. We dig into how vague requirements sabotage both humans and machines, why Behaviour Driven Development (BDD) acceptance criteria act as a clarity multiplier, and how the simple Given-When-Then structure turns fuzzy intent into something AI can reliably execute. If you're leading teams, working with AI agents, or just tired of reviewing PRs that “technically work” but miss the point, this is your guide to writing tickets that actually get the right thing built.

Topics covered

  • AI
  • Behaviour Driven Development
  • ticket writing
  • quality outcomes
  • team leadership
  • software development

Keywords

  • AI
  • BDD
  • ticket writing
  • quality
  • software development
  • Given-When-Then
  • requirements

Mentioned in this episode

Organizations: Tilt Finance, AI

Books & works: Behaviour Driven Development

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