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Thanks, would really like to read the blog post.

Are you using any of the major agentic frameworks (Mastra, LangSmith etc)? Or is the AI harness etc entirely custom-built?

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I'm using RubyLLM which is an incredible framework for building agents.
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Hadn't heard of it! Site here: https://rubyllm.com/

This looks really nice. Snippet from site:

chat = Chat.create! model: "claude-sonnet-4"

chat.ask "What's in this file?", with: "report.pdf"

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beautiful interface right? It is honestly so great working with such well thought out gem.
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