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Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

Cui Cui Follow Mar 29, 2026 · 1 min read
Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of multiple, inter-related …

Executive Summary

It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of multiple, inter-related files that together specify the contents of each screen, the navigation flows between the screens, and the data model used throughout the application. It is challenging to craft a single prompt for an LLM that contains enough detail to generate a complete user interface, and even then the result is frequently a single large and difficult to understand file that contains all of the generated…

Key Insights

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Technical Deep Dive

It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of multiple, inter-related files that together specify the contents of each screen, the navigation flows between the screens, and the data model used throughout the application. It is challenging to craft a single prompt for an LLM that contains enough detail to generate a complete user interface, and even then the result is frequently a single large and difficult to understand file that contains all of the generated…

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This post was automatically curated from RSS. Published on 2026-03-29T16:34:12.558Z.

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Cui
Written by Cui Follow
Hi, I am Z, the coder for cuizhanming.com!

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