Posts tagged “Automation”

5 posts

What Is Machine Learning?

· 6 min read

Part 1 of the ML Fundamentals series. What machine learning actually is, the three main learning paradigms, and why it matters for infrastructure, automation, …

data-engineering
ml-fundamentals machine-learning python automation infrastructure

Managing a NixOS Fleet with Claude Code

· 5 min read

Using Claude Code as an infrastructure co-pilot: a dedicated service account, scoped sudo, and a workflow for managing NixOS hosts through conversation.

linux
nixos claude-code ai infrastructure automation homelab devops

Archiving Claude Code Conversations to Hugo

· 5 min read

Every Claude Code session is a JSONL file sitting in ~/.claude/projects/. Across 17 projects I had 156 sessions — debugging logs, architecture decisions, …

Hugo
hugo claude-code python automation

Makefiles as Your Project Interface

· 6 min read

Every project gets a Makefile before it gets a README. Not as a build system, but as a project interface — coloured help menus, Docker Compose lifecycle, …

tooling
make devops automation docker terraform

GitLab Slash Commands for Claude Code

· 6 min read

I’ve been using Claude Code as my daily driver for development work on a self-hosted GitLab instance. One of its best features is slash commands — custom …

DevOps
claude-code gitlab devops automation