Categories
artificial intelligence
6 articles
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Hermes Agent · Episode 2 September 14, 2026 · 6 minAutomating a job watch with a self-hosted AI agent and MCP
Part two of the 'Hermes Agent' series: plugging an AI agent into an existing tool through its MCP server, writing the brief for a scheduled task, and what to plan for so it doesn't write junk into your database.
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From Token to Chatbot · Episode 3 August 24, 2026 · 24 minRandomness Under Control: Temperature, Top-k, Top-p
Part 3 of the series 'From Token to Chatbot'. How an LLM actually picks the next word: greedy, sampling, and the three dials temperature / top-k / top-p, with hands-on Python to feel the balance between reliability and creativity.
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From Token to Chatbot · Episode 2 July 16, 2026 · 32 minAttention: How Words Talk to Each Other
Part 2 of the series 'From Token to Chatbot'. The attention mechanism explained with zero math background required: dot product, softmax and the Query/Key/Value trio, with hands-on Python to watch a model link 'it' to 'cat'.
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From Token to Chatbot · Episode 1 July 12, 2026 · 36 minHow an LLM Builds a Word
An LLM does only one thing: predict the next word, over and over. Part one of the series 'From Token to Chatbot' — tokens, embeddings, logits and softmax, with hands-on Python to watch GPT-2 hesitate and then pick 'Paris'.
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February 14, 2026 · 5 minGenerate Excalidraw Diagrams from Claude Code with MCP
How to install and use the excalidraw-render MCP server to generate architecture diagrams directly from Claude Code, in PNG or SVG.
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January 18, 2025 · 7 minAnalyze Your Emails with AI: Claude Code + Gmail Practical Guide
Complete tutorial to create your intelligent email analysis assistant with Claude Code. 30-minute setup, read-only access, risk-free.
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