All posts tagged

    MCP

    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
    RubyLLM 2.1: You Can Have It All
    Ruby AI LLM Rails Open Source RubyLLM MCP

    RubyLLM 2.1: You Can Have It All

    RubyLLM 2.1 does what LangChain, LangGraph, and LangSmith do together: an MCP client with per-user OAuth, tool search, typed judgments, evaluations, and OpenTelemetry tracing, in one Ruby gem.

    Carmine Paolino

    About Me

    At Plenty, I build AI frameworks, products, native apps, and developer tools: RubyLLM, Chat with Work, Solco, Spotifast, ZapFast, ArchSpec, Kamal Backup, and more. I help organize Berlin.rb, founded Floppy Disco, and make house and disco as Crimson Lake.

    Tags

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

    Recent Posts

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    RubyLLM 2.1: You Can Have It All 2

    RubyLLM 2.1: You Can Have It All

    RubyLLM 2.0: Tool Approval, Video, Speech, Citations, and Cost Tracking 3

    RubyLLM 2.0: Tool Approval, Video, Speech, Citations, and Cost Tracking

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