6d ago · 15 min read · Every MCP tutorial I've found so far has followed the same basic script: build a server, point Claude Desktop at it, screenshot the chat window, done. This is fine if you want a demo. But it's not fin
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Mar 9 · 6 min read · Hello 👽, This is going to be maybe the first back-to-back mid-series special, enjoy it while it lasts 😁. Let's do what we've come here to do 🕶️ A few weeks ago, Anthropic made a post on Twitter (I
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Mar 8 · 2 min read · Learning by trial, error, and rewards Day 73 of 149 👉 Full deep-dive with code examples The Video Game Analogy Learning a new video game WITHOUT instructions: You try things: Jump off cliff → Die → "Don't do that" Hit enemy → Get points → "Do more...
Join discussionMar 7 · 26 min read · Every tutorial on fine-tuning LLMs starts the same way: "Spin up an A100 on AWS..." Not this one. In this guide, you'll fine-tune Meta's Llama 3.2 1B into a Text-to-SQL assistant — entirely on your Ma
Join discussionMar 7 · 2 min read · Finding hidden patterns without labels Day 72 of 149 👉 Full deep-dive with code examples The Organizer Analogy Imagine dumping 1000 random items on a table: You don't tell the organizer categories. They figure it out: "These seem like office suppl...
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