PM
4 posts tagged PM.
Product- and project-management thinking for engineering teams: sprint planning that respects real capacity, PRDs that become backlogs, and the operating cadence that keeps delivery predictable. Practical, opinionated, and grounded in how teams actually ship.
- 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 - 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 - 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