Gammage Labs Blog about web development, data analysis, and systems https://gammagelabs.com/ 2026-06-01 Benjamin Gammage US Consumer Finance Complaints: SQL & Conditional Aggregation - Gammage Labs https://gammagelabs.com/blog/second-data-project/ 2026-06-01 2026-06-01 My second data project exploring the CFPB consumer complaints dataset with SQL queries, conditional aggregation, and interactive visualisations. Why I Switched from uv to nix-shell for Python on NixOS - Gammage Labs https://gammagelabs.com/blog/uv-to-nix-shell-python-nixos/ 2026-05-28 2026-05-28 Why uv virtualenvs don't play well with NixOS system libraries and how per-project nix-shell files fixed it. How I Use the Zettelkasten Method for Modern Note-Taking - Gammage Labs https://gammagelabs.com/blog/zettelkasten-modern-note-taking/ 2026-05-27 2026-05-27 How I adapted the Zettelkasten note-taking method for modern note-taking using Obsidian and Neovim. My Biggest Fear with AI - Gammage Labs https://gammagelabs.com/blog/my-biggest-fear-with-ai/ 2026-05-25 2026-05-25 Reflecting on the one thing about AI advancement that keeps me up at night. My First Data Project - Gammage Labs https://gammagelabs.com/blog/first-data-project/ 2026-05-21 2026-05-21 A walkthrough of building my first data analysis project — the process, the problems, and what I learned along the way. Molten.nvim, Jupyter Kernels and NixOS - Gammage Labs https://gammagelabs.com/blog/molten-nvim-for-data-analysis/ 2026-05-18 2026-05-18 Inline data analysis in Neovim using Molten.nvim, Jupyter kernels and NixOS. Why I Moved to NixOS - Gammage Labs https://gammagelabs.com/blog/moving-to-nixOS/ 2026-05-17 2026-05-17 Why I moved from windows to NixOS and why developers should consider a declarative system. A new direction for my website and career - Gammage Labs https://gammagelabs.com/blog/website-career-update/ 2026-05-16 2026-05-16 A short update on my shift toward data analysis and building a career in data and systems.