Posts tagged “Infrastructure”
4 posts
Data Pre-processing and Evaluation
Part 2 of the ML Fundamentals series. Cleaning messy data, selecting features, splitting datasets, and measuring whether your model is actually any good.
What Is Machine Learning?
Part 1 of the ML Fundamentals series. What machine learning actually is, the three main learning paradigms, and why it matters for infrastructure, automation, …
Managing a NixOS Fleet with Claude Code
Using Claude Code as an infrastructure co-pilot: a dedicated service account, scoped sudo, and a workflow for managing NixOS hosts through conversation.
Managing NixOS with Git: A Declarative Infrastructure Workflow
NixOS is unlike any other Linux distribution. Your entire system — packages, services, users, firewall rules, filesystems — is described in configuration …