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@@ -42,6 +42,7 @@ This first run uses the built-in demo model, so it requires no model API key and
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  ### Articles
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  - **Oct 15, 2026** | [AI Agent Documentation: A Guide to llms.txt, AGENTS.md, SKILL.md, and MCP](https://huggingface.co/blog/phranzia/ai-agent-documentation-guide)
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  - **Oct 8, 2026** | [Using Token Data to Improve the AI Agent Experience]([skill-md-help-coding-agents](https://huggingface.co/blog/phranzia/using-token-data-to-improve-the-ai-agent-experienc))
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  - **Oct 1, 2026** | [Does your SKILL.md help coding agents?](https://huggingface.co/blog/phranzia/does-your-skill-md-help-coding-agents)
 
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  ### Articles
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+ - **Oct 22, 2026** | [Building Realistic Environments for AI Agent Evaluations](https://huggingface.co/blog/phranzia/building-realistic-environments-for-ai-agent-evalu)
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  - **Oct 15, 2026** | [AI Agent Documentation: A Guide to llms.txt, AGENTS.md, SKILL.md, and MCP](https://huggingface.co/blog/phranzia/ai-agent-documentation-guide)
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  - **Oct 8, 2026** | [Using Token Data to Improve the AI Agent Experience]([skill-md-help-coding-agents](https://huggingface.co/blog/phranzia/using-token-data-to-improve-the-ai-agent-experienc))
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  - **Oct 1, 2026** | [Does your SKILL.md help coding agents?](https://huggingface.co/blog/phranzia/does-your-skill-md-help-coding-agents)