Planning poker and AI estimation

Practical writing on story points, AI token estimation, and planning for teams that build with AI coding tools. New scheduled guides are added here automatically once their publish date arrives.

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How to estimate AI coding costs during sprint planning

A practical approach to forecasting AI coding costs in sprint planning, using token estimates alongside story points to make cost a first-class planning signal.

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June 24, 2026

Story points vs token estimates: why AI teams may need both

Story points describe implementation effort. Token estimates describe expected AI usage. Here is why AI-assisted software teams can benefit from tracking both.

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