Categories
tutorials
11 articles
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September 5, 2026 · 11 minCapturing an idea by voice on Linux with OpenWhispr, without leaving my IDE
On Ubuntu 24.04 in a Wayland session: OpenWhispr running fully locally (Whisper for transcription, Mistral Nemo for cleanup), a bash script, ydotool and a GNOME shortcut. F10 opens a popup, I dictate my idea, Enter files it into a sticky note — my IDE never loses focus.
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Hermes Agent · Episode 1 August 27, 2026 · 16 minSelf-hosting a persistent AI agent: Hermes Agent on your own VM
Part one of the 'Hermes Agent' series: running Hermes Agent on your own VM — Proxmox, VPS or local hypervisor. Docker Compose, secrets, firewall, HTTPS, and the traps that leave a deployment green while nothing works.
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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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October 27, 2024 · 2 minSetting Up a Pre-Commit Hook to Verify Files Are Encrypted with Ansible Vault
In this tutorial, we'll set up a pre-commit(https://pre-commit.com/) hook to ensure that all files in the secret directory are encrypted with ansible-
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September 28, 2024 · 1 minActivating Ansible Auto-completion with Argcomplete
Terminal auto-completion is a valuable tool for improving efficiency when using Ansible. By setting up argcomplete, you can enjoy Bash auto-completion
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September 7, 2024 · 3 minInstall and Configure Continue in VSCode with Ollama
Here's a step-by-step guide to installing and configuring the Continue extension in Visual Studio Code (VSCode) with Ollama. Before you begin, make su
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