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    Agents

    RubyLLM 1.12: Agents Are Just LLMs with Tools
    Ruby AI Agents LLM Rails Open Source Tool Calling RubyLLM

    RubyLLM 1.12: Agents Are Just LLMs with Tools

    Agents aren't magic. They're LLMs that can call your code. RubyLLM 1.12 adds a clean DSL to define and reuse them.

    Carmine Paolino
    Your Agent's Context Window Is Not a Junk Drawer
    AI LLM MCP Agents Developer Experience

    Your Agent's Context Window Is Not a Junk Drawer

    Learn why agent context windows degrade, how context rot harms results, and practical strategies for keeping AI agents focused and reliable.

    Carmine Paolino

    About Me

    I build AI tools at Chat with Work and RubyLLM. Co-founded Freshflow. Outside tech, I make music, run Floppy Disco, and take photos.

    Tags

    Startups Open Source Ruby AI OpenAI Anthropic Gemini Rails LLM API Standards DeepSeek Async Concurrency Performance RubyLLM Linux Agents Developer Experience

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