02
Engineering
Why AI coding needs isolated sandboxes, not just a chat box
When AI can run commands, install dependencies and modify projects, isolation, permission boundaries and traceability determine whether it is truly usable.
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Product thinking, engineering practice and practical guidance for AI application building—real methods, not stories about magic buttons.
01
Product thinking · Pilihan
From one idea to a full-stack app: a new AI building workflow
Turning natural-language requirements into a working product takes more than code generation. A complete workflow includes planning, execution, verification, preview and continuous iteration.
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