NOTES & PERSPECTIVES
Product in the AI age
What I would change about how we define, deliver, and validate software.
These essays connect my experience leading product and engineering with established ideas and current debates. Each offers a position, the conditions where it applies, and decisions a team can make differently.
PART 1 · LINDSAY BELL
Rethinking Agile When the Cost of Building Changes
How faster implementation exposes the cost of product decisions—and which delivery practices deserve another look.
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Does Every Feature Still Need a Backlog of Stories?
When shared prototypes and living specifications can replace PM-authored implementation stories, and when more coordination is still necessary.
Read the articlePART 3 · LINDSAY BELL
When Cheaper Implementation Changes the Modernization Decision
How to reconsider a rebuild without overlooking migration, compatibility, and customer change.
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