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Applied AI, responsibly

Where AI belongs in a serious process, where it does not, and how that boundary is enforced in practice.

See the service: AI and intelligent automation

Applied AI, responsibly10 min read

What can be salvaged from AI-generated code

What breaks in an AI-built product isn't ugly code: it's the boundary. In the app we audited, all eight server endpoints accepted unauthenticated requests — payment endpoints included — and any user's private data was readable by everyone else. None of it required a rewrite: the client kept shipping with the same AI after the foundation was fixed.

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