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@@ -28,14 +28,14 @@ These system designs should be a collaboration between humans and AI assistants:
1. **Project Requirements**: Clearify the requirements for your project.
-2. **Utility Functions**: Although the AI system is the decision-maker, it relies on **external utility functions**:
+2. **Utility Functions**: AI system is the decision-maker and relies on *external utility functions* to:
- - Reading inputs (e.g., retrieving Slack messages, reading emails)
- - Writing outputs (e.g., generating reports, sending emails)
- - External tool usage (e.g., calling LLMs, searching the web)
- - **LLM-based tasks** (e.g., summarizing text, analyzing sentiment) are **not** utility functions. Instead, they are *internal core functions* within the AI system—designed in step 3—and are built on top of the utility functions.
+ - Read inputs (e.g., retrieving Slack messages, reading emails)
+ - Write outputs (e.g., generating reports, sending emails)
+ - Use external tools (e.g., calling LLMs, searching the web)
+ - In contrast, *LLM-based tasks* (e.g., summarizing text, analyzing sentiment) are **NOT** utility functions. Instead, they are *internal core functions* within the AI system—designed in step 3—and are built on top of the utility functions.
- > **Start small!** Only include the most important ones to begin with!
{: .best-practice }