AI
6 posts tagged AI.
- 10 min read
How AI writes acceptance criteria (and where it fails)
The honest map of where AI is dramatically better than humans at writing acceptance criteria — and the five places it confidently writes garbage. Plus the prompts that work.
Read more - 9 min read
Are AI-generated test cases worth shipping?
Yes, with a sharp caveat — when they're tied to AC and reviewed by a human. Five categories where AI test generation is great, five anti-patterns to catch.
Read more - 7 min read
What's the actual ROI of AI in software delivery?
$4-$8 back for every dollar spent within 6 months, for most teams. The honest math from real data, not the deck.
Read more - 8 min read
Can AI write Gherkin? (yes — here's how)
Yes. AI writes Gherkin well, often better than humans for surface area coverage. Five wins, five recognisable failure modes, and the prompts that work.
Read more - 6 min read
How long should a sprint be when using AI to write stories?
1-week sprints become the right default with AI. The 2-week standard was calibrated to slow manual planning — AI changes the math.
Read more - 6 min read
What's the best AI tool for sprint planning?
Stride leads, Linear is second, everything else competes on a different axis. The litmus test: drop a PRD in and see what comes back in 90 seconds.
Read more