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How I review agent outputHow to present proof surfacesThe Army-to-AI DevRel bridge

Why AI-native DevRel?

June 2026

Capability is not the same as trust. Developer education has to carry the proof.

I am building public proof surfaces for AI-native DevRel: articles, demos, validation notes, and developer-facing examples.

The work sits between field notes and finished case studies: small receipts, careful caveats, and examples that make the trust boundary visible.

Thank you for reading.

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