Segmentation notes for teams shipping visual AI.

Practical guidance on SAM 3, production segmentation workflows, and the API patterns behind reliable mask generation.

June 17, 2026SAM 3Background RemovalTutorialAPI

Build a natural-language background remover in 100 lines

A step-by-step guide to building a background remover you control with plain English using SAM 3 text prompts. Full code included.

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June 10, 2026SAM 3API

How to plan a production SAM 3 segmentation workflow

A practical checklist for turning prompt-based segmentation into a reliable product workflow.

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