Notes from the work.

AI Native systems, sourcing operations and the small decisions behind building from zero to one.

2026

What a clear sourcing brief changes

Notes on keeping supplier conversations, samples and order progress visible.

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2026

From zero to one, in public

A working log of AI Native systems, sourcing operations and the decisions behind the build.

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2026

Building an ERPNext procurement order system

A public record of connecting customer, order and project information with a read-only portal.

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