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    <title>Thoughts | Ryan Haigh</title>
    <description>Long-form articles and guides on AI, voice technology, product development, and more.</description>
    <link>https://heyhaigh.ai/thoughts</link>
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    <lastBuildDate>Mon, 24 Aug 2026 00:00:00 GMT</lastBuildDate>
    <managingEditor>ry@heyhaigh.ai (Ryan Haigh)</managingEditor>
    <webMaster>ry@heyhaigh.ai (Ryan Haigh)</webMaster>

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      <title>The LLM Council: Six AI Models Review Everything I Build, via One OpenRouter API</title>
      <link>https://heyhaigh.ai/thoughts/openrouter-llm-council</link>
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      <pubDate>Mon, 17 Aug 2026 00:00:00 GMT</pubDate>
      <description>I took Karpathy&apos;s llm-council idea, cut it to the one stage that adds signal, and made it a daily workflow: six frontier models anonymously critique my drafts through one OpenRouter API, and Claude clusters the findings.</description>
      <category>OpenRouter</category>
      <category>LLM Council</category>
      <category>Multi-Model AI</category>
      <category>Claude Code</category>
      <category>AI Workflow</category>
    </item>

    <item>
      <title>3D Printing The Met: A Guide to the Museum&apos;s Free CC0 Scans</title>
      <link>https://heyhaigh.ai/thoughts/3d-printing-the-met</link>
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      <pubDate>Tue, 04 Aug 2026 00:00:00 GMT</pubDate>
      <description>The Met released ~140 high-res 3D scans of its collection under CC0. How to find them, download them, convert them to STL, and print them at home, with three interactive models to explore.</description>
      <category>3D Printing</category>
      <category>Open Access</category>
      <category>The Met</category>
      <category>CC0</category>
      <category>Side quest</category>
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    <item>
      <title>Building Trading Buddy: An Open-Source Autonomous Trading Platform</title>
      <link>https://heyhaigh.ai/thoughts/building-trading-buddy</link>
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      <pubDate>Sun, 25 Jan 2026 00:00:00 GMT</pubDate>
      <description>The story behind Trading Buddy - why I built an autonomous trading platform with multi-agent architecture, and how you can use it too.</description>
      <category>Open Source</category>
      <category>Trading</category>
      <category>Multi-Agent AI</category>
      <category>Side quest</category>
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    <item>
      <title>Fast Enough to Learn</title>
      <link>https://heyhaigh.ai/thoughts/delivery-cadence</link>
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      <pubDate>Fri, 16 Jan 2026 00:00:00 GMT</pubDate>
      <description>Why teams that learn to deliver quickly end up building better products. Lessons from 15 years of early-stage product development on iteration, feedback, and momentum.</description>
      <category>Product</category>
      <category>Iteration</category>
      <category>Startups</category>
    </item>

    <item>
      <title>Crafting a Voice Agent with Hume AI and Claude Code</title>
      <link>https://heyhaigh.ai/thoughts/building-voice-agent-hume-claude</link>
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      <pubDate>Mon, 05 Jan 2026 00:00:00 GMT</pubDate>
      <description>An introduction to building voice AI agents with Hume EVI and Claude. Learn why this combination works and what&apos;s possible.</description>
      <category>Hume EVI</category>
      <category>Claude AI</category>
      <category>Voice Agents</category>
    </item>

    <item>
      <title>Securing Voice AI: Preventing Clone Attacks &amp; Protecting Users</title>
      <link>https://heyhaigh.ai/thoughts/securing-voice-ai</link>
      <guid isPermaLink="true">https://heyhaigh.ai/thoughts/securing-voice-ai</guid>
      <pubDate>Mon, 05 Jan 2026 00:00:00 GMT</pubDate>
      <description>A practical guide to voice AI security. Learn how to protect your voice agents from clone attacks, prompt injection, and social engineering while maintaining user privacy.</description>
      <category>AI Security</category>
      <category>Voice Clones</category>
      <category>Privacy</category>
    </item>

    <item>
      <title>Building AI Memory with Supermemory</title>
      <link>https://heyhaigh.ai/thoughts/building-ai-memory-supermemory</link>
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      <pubDate>Tue, 30 Dec 2025 00:00:00 GMT</pubDate>
      <description>How I built persistent memory for RyBot using Supermemory. Covers user-specific memories, a shared knowledge base for personality emulation, and an interactive knowledge graph visualization.</description>
      <category>Supermemory</category>
      <category>RAG</category>
      <category>Voice Agents</category>
      <category>Claude AI</category>
    </item>

    <item>
      <title>Create Your Own AI Voice Agent</title>
      <link>https://heyhaigh.ai/thoughts/voice-agent-architecture</link>
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      <pubDate>Thu, 11 Dec 2025 00:00:00 GMT</pubDate>
      <description>A complete guide to building a custom AI voice agent with Hume EVI, Claude, and Railway. Learn the architecture behind RyBot including code samples and implementation details.</description>
      <category>Hume EVI</category>
      <category>Claude AI</category>
      <category>Voice Agents</category>
      <category>Railway</category>
    </item>

    <item>
      <title>Voice Clone Security Guidelines</title>
      <link>https://heyhaigh.ai/thoughts/voice-clone-security-1224</link>
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      <pubDate>Sun, 07 Dec 2025 00:00:00 GMT</pubDate>
      <description>A comprehensive security framework for AI voice clones to prevent fraud, identity theft, and misuse. Version 2.0 covers anti-verification protections, channel constraints, crisis handling, and application-level guards.</description>
      <category>AI Security</category>
      <category>Voice Clones</category>
      <category>Hume EVI</category>
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