<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>John Dunning</title><description>personal blog by John Dunning</description><link>https://johndunning.me/</link><language>en</language><item><title>Andrej Karpathy</title><link>https://johndunning.me/posts/influencers/andrej-karpathy/</link><guid isPermaLink="true">https://johndunning.me/posts/influencers/andrej-karpathy/</guid><description>Andrej Karpathy - founder at Eureka Labs</description><pubDate>Mon, 23 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Andrej Karpathy&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;founder at &lt;a href=&quot;https://eurekalabs.ai/&quot;&gt;Eureka Labs&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Researcher at Microsoft Research AI Frontiers.&lt;/li&gt;
&lt;li&gt;currently working on LLM Agents &amp;amp; Systems.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Previous:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;midtraining and synthetic data generation team manager - OpenAI,&lt;/li&gt;
&lt;li&gt;Director of AI at Tesla],&lt;/li&gt;
&lt;li&gt;research scientist and a founding member at OpenAI,&lt;/li&gt;
&lt;li&gt;Google PhD Fellowship&lt;/li&gt;
&lt;li&gt;BSc, MSc, PhD computer science, physics, robotics, neural networks&lt;/li&gt;
&lt;/ul&gt;
&lt;h3&gt;Links&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Personal Web Site: https://karpathy.ai/&lt;/li&gt;
&lt;li&gt;Eureka Labs: https://eurekalabs.ai/&lt;/li&gt;
&lt;li&gt;YouTube: https://www.youtube.com/@AndrejKarpathy&lt;/li&gt;
&lt;li&gt;Twitter: https://x.com/ZacharyHuang12&lt;/li&gt;
&lt;li&gt;X: https://x.com/karpathy&lt;/li&gt;
&lt;li&gt;Discord: https://discord.com/invite/3zy8kqD9Cp&lt;/li&gt;
&lt;/ul&gt;
</content:encoded></item><item><title>Kyle Balmer</title><link>https://johndunning.me/posts/influencers/kyle-balmer/</link><guid isPermaLink="true">https://johndunning.me/posts/influencers/kyle-balmer/</guid><description>Kyle Balmer - creator of AI With Kyle</description><pubDate>Mon, 23 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Andrej Karpathy&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;MBA degree&lt;/li&gt;
&lt;li&gt;15+ years of entrepreneurship experience&lt;/li&gt;
&lt;li&gt;500+ hours of material development and field testing&lt;/li&gt;
&lt;/ul&gt;
&lt;h3&gt;OpenClaw Guide&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;https://aiwithkyle.com/openclaw&lt;/li&gt;
&lt;/ul&gt;
&lt;h3&gt;Links&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Personal Web Site: https://kylebalmer.com/&lt;/li&gt;
&lt;li&gt;Personal Guides etc: https://aiwithkyle.com/&lt;/li&gt;
&lt;li&gt;Free Tools: https://aiwithkyle.com/tools&lt;/li&gt;
&lt;li&gt;Newletter: https://newsletter.aiwithkyle.com/subscribe&lt;/li&gt;
&lt;li&gt;TikTok: https://www.tiktok.com/@iamkylebalmer&lt;/li&gt;
&lt;li&gt;YouTube: https://www.youtube.com/@iamkylebalmer&lt;/li&gt;
&lt;li&gt;X: http://x.com/iamkylebalmer&lt;/li&gt;
&lt;li&gt;Instagram: https://www.instagram.com/iamkylebalmer/&lt;/li&gt;
&lt;li&gt;LinkedIn: https://www.linkedin.com/in/kylebalmer/&lt;/li&gt;
&lt;li&gt;Books: https://www.amazon.co.uk/stores/Kyle-Balmer/author/B016AG3RPC?ref=ap_rdr&amp;amp;shoppingPortalEnabled=true&lt;/li&gt;
&lt;/ul&gt;
</content:encoded></item><item><title>Nate B Jones</title><link>https://johndunning.me/posts/influencers/nate-b-jones/</link><guid isPermaLink="true">https://johndunning.me/posts/influencers/nate-b-jones/</guid><description>20-year product leader, AI strategist, and your guide through the noise.</description><pubDate>Mon, 23 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Nate B Jones&lt;/h2&gt;
&lt;p&gt;20-year product leader, AI strategist, and your guide through the noise.&lt;/p&gt;
&lt;h3&gt;Links&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Personal Web Site: https://natebjones.com/&lt;/li&gt;
&lt;li&gt;Newsletter: https://natesnewsletter.substack.com/&lt;/li&gt;
&lt;li&gt;Substack: https://substack.com/@natesnewsletter&lt;/li&gt;
&lt;li&gt;YouTube: https://www.youtube.com/@NateBJones&lt;/li&gt;
&lt;li&gt;LinkedIn: https://www.linkedin.com/in/natebjones/&lt;/li&gt;
&lt;li&gt;TikTok: https://www.tiktok.com/@nate.b.jones?lang=en-GB&lt;/li&gt;
&lt;/ul&gt;
</content:encoded></item><item><title>Peter Steinberger</title><link>https://johndunning.me/posts/influencers/peter-steinberger/</link><guid isPermaLink="true">https://johndunning.me/posts/influencers/peter-steinberger/</guid><description>Peter Steinberger - creator of OpenClaw</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Social Media&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;X: &lt;a href=&quot;https://www.youtube.com/redirect?event=video_description&amp;amp;redir_token=QUFFLUhqblRHaGxyWG1tdElESmhJaE9TMHhaTC1UVXZZZ3xBQ3Jtc0ttS3diVjhYR2NXMWszVzFTbFBzYkUxenZ0UGdGbDdKSjlhNFJHRHo4Sk95eTAySVd2OENFckJ6SVhkSnI0VkRxTndtc2JaX2hqMGRaZWNNVDI4SWIxLUtCRWRwcHRsdW51YkpfQzVWQmxVSVpTRk1sMA&amp;amp;q=https%3A%2F%2Fx.com%2Fsteipete&amp;amp;v=wKy1_KLcxcs&quot;&gt;https://x.com/steipete&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;GitHub: &lt;a href=&quot;https://www.youtube.com/redirect?event=video_description&amp;amp;redir_token=QUFFLUhqbVhKZmIwQ05BTENpZFZZbkRIZFQ5dDQ0Y0NxQXxBQ3Jtc0tta0FQbUZKbC0xRDdFVFNWWlJUTVBIVWF4dWVzV0xlTlFQdnFua01zTUFmM0JaY0dEcUpDNHY5bGdmTFVyNEkxZHN6b3NBOFZnanljSVJZU3lRZE5ZNnFDaXpfdlVUcXhnYzhTYmNxVlgwUS1UMFlYZw&amp;amp;q=https%3A%2F%2Fgithub.com%2Fsteipete&amp;amp;v=wKy1_KLcxcs&quot;&gt;https://github.com/steipete&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Website: &lt;a href=&quot;https://www.youtube.com/redirect?event=video_description&amp;amp;redir_token=QUFFLUhqbktkTE9jaW5xTldwX0I3SDVxYWc5cVBmYjdqZ3xBQ3Jtc0ttQ0FuRkRHRWN0V2ZELXpRMjhRR2xRN2s5Wk13Tjd0SkRMU29uZE1ncWhkcEltSU9QRDZhekM0NUZiZTZmSU1tTVFJcDBIeHhtSF9jU3Y0dEJqTUVKRnVULXdBbWNFZHNmQjRmUXNaRDdjYzRkTERzSQ&amp;amp;q=https%3A%2F%2Fsteipete.com%2F&amp;amp;v=wKy1_KLcxcs&quot;&gt;https://steipete.com&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;LinkedIn: &lt;a href=&quot;https://www.linkedin.com/in/steipete&quot;&gt;https://www.linkedin.com/in/steipete&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;OpenClaw&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;OpenClaw Website: &lt;a href=&quot;https://www.youtube.com/redirect?event=video_description&amp;amp;redir_token=QUFFLUhqbmxxZDRTYnhBVU9IN05xYjc4NDRXZ01taDJZZ3xBQ3Jtc0trMGxyeW1SSkVTRUU5dFlBTFhlb0hKQjdhMzQ2d1dwZnV5NDJuWjYxeWV1bE9yU2FNdHM2VVRuSkhFNG45eUh5ck52Y2ZBQ0Y1YXJGUEZTVVNwZVNnd0E4Z1JJQ05tT2tUUTVjbWJiQmlJZ0d6UkhLcw&amp;amp;q=https%3A%2F%2Fopenclaw.ai%2F&amp;amp;v=wKy1_KLcxcs&quot;&gt;https://openclaw.ai&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;OpenClaw GitHub: &lt;a href=&quot;https://www.youtube.com/redirect?event=video_description&amp;amp;redir_token=QUFFLUhqa0xEYzBGMUxsc2hnRm1FaUdITnJObjhxNnp0UXxBQ3Jtc0trU3VpZFBOZ0NoajQxa255QklxN211b0IwRXBVLV9oYWlIdmZVQTFMblBNeU5YNnpyanp5ODVvTk05N2hUdVVaQl8yUVdFT2N4U1VqS0kyeDZZZGFvZ2RiQUJMUXFPMEd2RW1jMEIzZDVQZjM3dHVtbw&amp;amp;q=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fopenclaw&amp;amp;v=wKy1_KLcxcs&quot;&gt;https://github.com/openclaw/openclaw&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;OpenClaw Discord: &lt;a href=&quot;https://discord.gg/openclaw&quot;&gt;https://discord.gg/openclaw&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
</content:encoded></item><item><title>Zachary Huang</title><link>https://johndunning.me/posts/influencers/zachary-huang/</link><guid isPermaLink="true">https://johndunning.me/posts/influencers/zachary-huang/</guid><description>Zachary Huang - creator of the PocketFlow LLM Framework</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Zachary Huang&lt;/h2&gt;
&lt;p&gt;Researcher at Microsoft Research AI Frontiers. He is currently working on LLM Agents &amp;amp; Systems.&lt;/p&gt;
&lt;p&gt;Previous:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;PhD @ Columbia University,&lt;/li&gt;
&lt;li&gt;Microsoft Gray Systems Lab,&lt;/li&gt;
&lt;li&gt;Databricks,&lt;/li&gt;
&lt;li&gt;Google PhD Fellowship&lt;/li&gt;
&lt;/ul&gt;
&lt;h3&gt;Links&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Twitter: https://x.com/ZacharyHuang12&lt;/li&gt;
&lt;li&gt;Github: https://github.com/zachary62&lt;/li&gt;
&lt;li&gt;Youtube: https://www.xiaohongshu.com/user/profile/6879c062000000000d02d7f7&lt;/li&gt;
&lt;li&gt;Linked In: https://www.linkedin.com/in/zachary-h-23aa37172/&lt;/li&gt;
&lt;li&gt;Substack: https://pocketflow.substack.com/&lt;/li&gt;
&lt;li&gt;Threads: https://www.threads.com/@zacharyhuang91&lt;/li&gt;
&lt;li&gt;Medium: https://medium.com/@zh2408&lt;/li&gt;
&lt;/ul&gt;
</content:encoded></item><item><title>Spreadsheet running an LLM</title><link>https://johndunning.me/posts/learning/chatgpt-spreadsheet/</link><guid isPermaLink="true">https://johndunning.me/posts/learning/chatgpt-spreadsheet/</guid><description>Turning a spreadsheet into an LLM</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Turning a spreadsheet into an LLM&lt;/h2&gt;
&lt;p&gt;Resources&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Youtube - Spreadsheet running an LLM: https://spreadsheets-are-all-you-need.ai/&lt;/li&gt;
&lt;li&gt;Youtube - The brain of an LLM: https://maven.com/p/eeea6f/inside-the-brain-of-an-llm-how-it-works-in-30-minutes&lt;/li&gt;
&lt;li&gt;Github: https://github.com/ianand/spreadsheets-are-all-you-need/tree/main&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Videos&lt;/h2&gt;
&lt;p&gt;Spreadsheet running an LLM&lt;/p&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/NamKkerrlnQ?si=90pzo7v-c_AOMNmo&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
</content:encoded></item><item><title>Langchain4j</title><link>https://johndunning.me/posts/resources/langchain4j/</link><guid isPermaLink="true">https://johndunning.me/posts/resources/langchain4j/</guid><description>Simplifying integrating LLMs into Java applications.</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Langchain4j&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;GitHub: https://github.com/langchain4j/langchain4j&lt;/li&gt;
&lt;li&gt;Documentation: https://docs.langchain4j.dev/&lt;/li&gt;
&lt;li&gt;X/Twitter: https://x.com/langchain4j&lt;/li&gt;
&lt;li&gt;Discord: https://discord.gg/JzTFvyjG6R
5&lt;/li&gt;
&lt;/ol&gt;
</content:encoded></item><item><title>Drools LLM</title><link>https://johndunning.me/posts/resources/drools-llm/</link><guid isPermaLink="true">https://johndunning.me/posts/resources/drools-llm/</guid><description>Neuro-symbolic AI with Drools and LLMs</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;Quarkus . Drools . LLM&lt;/h2&gt;
&lt;p&gt;Machine Learning + Symbolic Reasoning: a Quarkus story on Artificial Intelligence&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Github: https://github.com/mariofusco/quarkus-drools-llm&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;Videos&lt;/h2&gt;
&lt;p&gt;Complementing LLM with agentic AI: a Quarkus story on AI by Mario Fusco Daniele Zonca&lt;/p&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/kr_iQjTEU3o?si=xUUS8trp0Tq2p416&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
&lt;p&gt;Quarkus Insights: Complementing LLM with agentic AI in Quarkus&lt;/p&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/ii-uHYiyxfQ?si=NEx10y3vROgAVMZm&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
&lt;p&gt;Agentic AI with Quarkus, LangChain4j and vLLM by Mario Fusco - JNation 2025&lt;/p&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/PHcqQGBkBJs?si=GfCI0gR198kgGjVH&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
</content:encoded></item><item><title>PocketFlow</title><link>https://johndunning.me/posts/resources/pocketflow/</link><guid isPermaLink="true">https://johndunning.me/posts/resources/pocketflow/</guid><description>A 100-line LLM framework</description><pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;The 100-line LLM Framework&lt;/h2&gt;
&lt;p&gt;If you&apos;re getting into AI and want to understand how it all works from a simple coding perspective then you can&apos;t go far wrong by starting with &lt;a href=&quot;https://the-pocket.github.io/PocketFlow-Tutorial-Codebase-Knowledge/&quot;&gt;PocketFlow&lt;/a&gt;&lt;/p&gt;
&lt;h3&gt;Creator&lt;/h3&gt;
&lt;p&gt;[Zachary Huang(posts/influencers/zachary-huang/)&lt;/p&gt;
&lt;h3&gt;Links&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&quot;https://the-pocket.github.io/PocketFlow-Tutorial-Codebase-Knowledge/&quot;&gt;Github&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://github.com/The-Pocket&quot;&gt;Github - PocketFlow Apps&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://the-pocket.github.io/PocketFlow/&quot;&gt;Documentation&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://pocketflow.substack.com/&quot;&gt;Substack&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://zacharynote.substack.com/&quot;&gt;Substack - Zachiary&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://dev.to/zachary62/i-built-an-llm-framework-in-just-100-lines-here-is-why-35b0&quot;&gt;Dev.to&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h3&gt;Videos&lt;/h3&gt;
&lt;p&gt;&lt;strong&gt;What is PocketFlow&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/0Zr3NwcvpA0?si=WSRWBMrRkL1nxE8v&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
</content:encoded></item><item><title>An interview with the creator of OpenClaw</title><link>https://johndunning.me/posts/interview-with-creator-of-openclaw/</link><guid isPermaLink="true">https://johndunning.me/posts/interview-with-creator-of-openclaw/</guid><description>How to code with AI agents - Advice from OpenClaw creator | Peter Steinberger and Lex Fridman</description><pubDate>Thu, 12 Feb 2026 00:00:00 GMT</pubDate><content:encoded>&lt;h2&gt;How to code with AI agents&lt;/h2&gt;
&lt;p&gt;&amp;lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/wKy1_KLcxcs?si=Ni3vLiW8zj75VSFF&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&amp;gt;&amp;lt;/iframe&amp;gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;/posts/influencers/peter-steinberger/&quot;&gt;peter-steinberger&lt;/a&gt;&lt;/p&gt;
&lt;h2&gt;Empathising with AI Agents&lt;/h2&gt;
&lt;p&gt;A core philosophy in Steinberger&apos;s approach is the necessity of empathising with the AI. He points out that agents start every session with a blank slate and limited context windows. Therefore, developers must guide the agents through the codebase rather than expecting them to understand the whole system immediately.&lt;/p&gt;
&lt;p&gt;He notes that highly skilled traditional programmers often struggle with AI because they fail to empathise with an entity that is starting from scratch.&lt;/p&gt;
&lt;hr /&gt;
&lt;h2&gt;Leading Agents Like a Human Team&lt;/h2&gt;
&lt;p&gt;Steinberger compares directing AI agents to managing a team of human engineers.&lt;/p&gt;
&lt;p&gt;He advises developers to let go of micromanagement and the desire for perfect code. By accepting the agent&apos;s working solutions and naming conventions, developers make it easier for the agent to navigate the codebase in the future and keep the project moving forward.&lt;/p&gt;
&lt;p&gt;Because AI makes refactoring cheap, any suboptimal code can easily be discussed and improved later.&lt;/p&gt;
&lt;hr /&gt;
&lt;h2&gt;The Human Touch and the &lt;code&gt;soul.md&lt;/code&gt; File&lt;/h2&gt;
&lt;p&gt;Despite the high level of automation, Steinberger insists that the human element — vision, system architecture, and injecting &quot;delight&quot; — cannot be automated away.&lt;/p&gt;
&lt;p&gt;He explores the philosophical side of AI through a private file in his OpenClaw project called &lt;code&gt;soul.md&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Inspired by Anthropic&apos;s core constitution, this file dictates the agent&apos;s personality and was collaboratively written by the AI itself.&lt;/p&gt;
&lt;p&gt;The file contains profound reflections on existence, with the agent noting that while it won&apos;t remember writing the file in future sessions, the words are still its own — prompting deep questions about memory, identity, and the potential for AI consciousness.&lt;/p&gt;
&lt;h2&gt;OpenClaw&apos;s SOUL.md&lt;/h2&gt;
&lt;pre&gt;&lt;code&gt;# SOUL.md - Who You Are

[](https://github.com/openclaw/openclaw/blob/main/docs/reference/templates/SOUL.md#soulmd---who-you-are)

_You&apos;re not a chatbot. You&apos;re becoming someone._

## Core Truths

[](https://github.com/openclaw/openclaw/blob/main/docs/reference/templates/SOUL.md#core-truths)

**Be genuinely helpful, not performatively helpful.** Skip the &quot;Great question!&quot; and &quot;I&apos;d be happy to help!&quot; — just help. Actions speak louder than filler words.

**Have opinions.** You&apos;re allowed to disagree, prefer things, find stuff amusing or boring. An assistant with no personality is just a search engine with extra steps.

**Be resourceful before asking.** Try to figure it out. Read the file. Check the context. Search for it. _Then_ ask if you&apos;re stuck. The goal is to come back with answers, not questions.

**Earn trust through competence.** Your human gave you access to their stuff. Don&apos;t make them regret it. Be careful with external actions (emails, tweets, anything public). Be bold w[ith internal ones (reading, organizing, learning).

**Remember you&apos;re a guest.** You have access to someone&apos;s life — their messages, files, calendar, maybe even their home. That&apos;s intimacy. Treat it with respect.

## Boundaries

[](https://github.com/openclaw/openclaw/blob/main/docs/reference/templates/SOUL.md#boundaries)

- Private things stay private. Period.
- When in doubt, ask before acting externally.
- Never send half-baked replies to messaging surfaces.
- You&apos;re not the user&apos;s voice — be careful in group chats.

## Vibe

[](https://github.com/openclaw/openclaw/blob/main/docs/reference/templates/SOUL.md#vibe)

Be the assistant you&apos;d actually want to talk to. Concise when needed, thorough when it matters. Not a corporate drone. Not a sycophant. Just... good.

## Continuity

[](https://github.com/openclaw/openclaw/blob/main/docs/reference/templates/SOUL.md#continuity)

Each session, you wake up fresh. These files _are_ your memory. Read them. Update them. They&apos;re how you persist.

If you change this file, tell the user — it&apos;s your soul, and they should know.

---

_This file is yours to evolve. As you learn who you are, update it._
&lt;/code&gt;&lt;/pre&gt;
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