Shape and Ship

www.shapeandship.ai

Practical frameworks for CTOs, CPOs, tech&product leaders scaling teams, delivery, and AI adoption. From a CTPO who ships with the teams she works with. Strategy, metrics, and field lessons from scale-ups of 20 to 120 people.

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Shape and Ship

Devs produce twice as many PRs. Delivery hasn't moved.

Devs produce twice as many PRs with AI. Delivery hasn't kept pace. The real ROI isn't in the tokens burned, it's in what teams do with the time AI frees up.

code reviewclaude codedoraai

Apr 26, 2026·by Mathilde Rigabert·· Read more →

Shape and Ship

Feature Overdose

A team ships 11 features in a quarter. The board is happy. Delivery is green. When someone checks the usage data, 3 are actually adopted. The other 8 exist in the product, in the documentation, in the support scope. Not in user habits.

featureproductai

Apr 20, 2026·by Mathilde Rigabert·· Read more →

Shape and Ship

Cheap to build, costly to keep

AI has broken the cost of writing code. It hasn't touched the cost of owning it. How to measure what your velocity dashboards won't show you.

code reviewtechnical debtclaude codedoraaicode qualityleadership

Apr 12, 2026·by Mathilde Rigabert·· Read more →

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