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I typically avoid any most abstractions or third party dependencies. Yea it could be neat, but I still need a lot of custom logic here and there. Same reason I avoid stuff like GraphQL.

A little update: upon viewing the page on phone, for me the "comitter" field in the demo is going out of bounds... Really not speaking for their product.

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Sounds like you're just fine depending on an extremely imprecise abstraction (natural language) and an extremely opaque third party (anthropic).
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This might pair well with something like https://data-atlas.net.
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