Jupyter notebooks mix code, prose, and results but produce messy version control diffs, break when dependencies change, and require manual “Run All” before sharing. LaTeX gives publication-quality ...

Discord bots are powerful but heavyweight—they require a persistent connection, bot tokens, and the discord.py library. For simple notifications from scripts, cron jobs, or CI/CD pipelines, webhook...

Choosing colors that work together is harder than it looks. This post presents a Python script that analyzes any hex color and generates harmonizing palettes based on color theory, while also calcu...

Make is a 48-year-old build tool that refuses to become obsolete—because dependency graphs are genuinely difficult to replace. However, Make’s user experience remains rooted in 1976. This post argu...

A self-documenting keybinding system that lives inside the editor. This plugin enables browsing 30+ categories of shortcuts through a fuzzy-searchable Telescope picker without leaving the workflow....

Part 6 of the PDF to Knowledge Graph series. Retrieval-Augmented Generation (RAG) grounds LLM responses in retrieved context rather than relying solely on parametric memory. Most RAG systems use v...

Part 5 of the PDF to Knowledge Graph series. Graphs are inherently visual structures, yet most graph databases offer only textual query interfaces. A list of nodes and edges reveals little about t...

Part 4 of the PDF to Knowledge Graph series. Manual processing does not scale. Hundreds of PDFs require processing, and more arrive regularly. This post presents a file-watching system that automa...

Part 3 of the PDF to Knowledge Graph series. Graph databases excel at relationship-heavy data, but most require server infrastructure. Kuzu is an embedded graph database—no server, no Docker, just...

Part 2 of the PDF to Knowledge Graph series. Large language models understand text remarkably well but produce frustratingly inconsistent output. Requesting “a list of entities” may yield JSON, bu...