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Hacker News·4 min read·hard

Building scalable AI agents with modular prompt transpilation

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Building scalable AI agents with modular prompt transpilation
AI Summary

This article discusses the challenges of scaling AI agent prompts and proposes a modular approach using 'skill files' instead of monolithic prompt files. It emphasizes treating prompts as build artifacts to improve reliability and maintainability.

Why it matters

As enterprises move AI agents into production, managing prompt complexity is critical for system stability and team collaboration.

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When you’re first building an AI agent, a single, monolithic system prompt is usually fine. You have a few instructions, maybe a tool definition or two, and everything lives in one readable file.

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The article focuses on software engineering best practices for AI development.

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