Full write-up in progress

Building an AI-Native Product Experience

Why I turned the platform itself into an AI-native product — letting users fetch exactly the data they need, create new resources, and chat directly with an individual resource like a contract in natural language, grounded in the platform's real data instead of generic AI output.

AI-assisted EngineeringAgentic EngineeringLLM Tool CallingCopilotKitReactTypeScript

Business Context

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Problem

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Constraints

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Alternative Solutions Considered

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Architecture Decisions

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Implementation Strategy

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Code Examples

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Architecture Diagrams

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Trade-offs

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Business Impact

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Metrics

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Lessons Learned

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Future Improvements

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