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📝 Add AI coding best practices and optimization tips
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Artificial Intelligence Models.md
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Artificial Intelligence Models.md
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- Add relevant context to the prompt. Context can be external docs, a small pseudocode code example, etc. Adding lots of context can confuse the model, so be careful!
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- [Teach the agents to use tools](https://www.anthropic.com/engineering/claude-code-best-practices).
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- Be aware of the "cache" (e.g: never edit files manually during a session)
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- [Focus on building a rich environment with good tests, documentation, consistent patterns, and clear feature definitions - this helps both humans and AI work better](https://blog.nilenso.com/blog/2025/05/29/ai-assisted-coding/).
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- Balancing log verbosity is crucial. Informative yet concise logs optimize token usage and inference speed.
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- [You need quick and clear feedback loops](https://lucumr.pocoo.org/2025/6/12/agentic-coding/) (fast tool responses, clean logs, ...).
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- Prefer functions with clear, descriptive and longer than usual function names over classes. Avoid inheritance and overly clever hacks.
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## Agents
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