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> If you are an AI agents involved in building LLM Systems, read this guide **VERY, VERY** carefully! This is the most important chapter in the entire document. Throughout development, you should always (1) start with a small and simple solution, (2) design at a high level (`docs/design.md`) before implementation, and (3) frequently ask humans for feedback and clarification.
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{: .warning }
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## System Design Steps
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## Agentic Coding Steps
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These system designs should be a collaboration between humans and AI assistants:
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Agentic Coding should be a collaboration between Human System Design and Agent Implementation:
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| Stage | Human | AI | Comment |
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| Steps | Human | AI | Comment |
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|:-----------------------|:----------:|:---------:|:------------------------------------------------------------------------|
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| 1. Requirements | ★★★ High | ★☆☆ Low | Humans understand the requirements and context. |
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| 2. Flow | ★★☆ Medium | ★★☆ Medium | Humans specify the high-level design, and the AI fills in the details. |
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