Best Practices for Getting Started with Claude Code
Claude Class
© Lead Image © pitinan, 123RF.com
We'll show you some best practices for introducing Claude Code (or another LLM-based coding assistant) while maintaining knowledge and control of the code.
Starting in late 2025, I have used Claude Code, the generative AI coding tool by Anthropic, to assist me on a number of projects both personal and professional. This article details some best practices that I've developed during this time, with particular focus on introducing Claude Code to an existing, complex coding project. My goal is to show how I work with Claude Code as a powerful tool while maintaining knowledge, control, and ownership of all of the work – as opposed to hands-off "vibe coding." Both my development and production environments run on Linux machines.
Claude Code is one of several LLM-driven coding assistants available today, and my uses of it are particular to my needs. However, I aim to make my advice applicable across a range of similar generative AI products and purposes with minimal adjustment.
Case Study: BumpySkies.com
My case study for this article is BumpySkies.com, a website of my own design that provides free graphical forecasts of turbulence for passenger flights to, from, and within the United States. I originally launched it as a passion project in 2016, and its launch-day state worked well enough that I let it run with minimal oversight for the next nine years.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
Another Logic Bug Found in Linux Kernel
Qualys has discovered a vulnerability in the Linux kernel that can be used to elevate standard user privileges.
-
Ubuntu Core 26 Offers Game-Changing Enterprise Features
Ubuntu Core 26 could be a game-changer for organizations looking for increased security and reliability.
-
AI Flooding the Linux Kernel Security Mailing List
AI is giving Linus Torvalds a headache, but not in the way you might think.
-
Top Priorities for Open Source Pros Seeking a New Job
Professional fulfillment tops the list, according to LPI report.
-
Container-Based Fedora Hummingbird Designed for Agent-First Builders
Fedora Hummingbird brings the same approach to the host OS as it does to containers to level up security.
-
Linux kernel Developers Considering a Kill Switch
With the rise of Linux vulnerabilities, the kernel developers are now considering adding a component that could help temporarily mitigate against them… in the form of a kill switch.
-
Fedora 44 Now Gaming Ready
The latest version of Fedora has been released with gaming support.
-
Manjaro 26.1 Preview Unveils New Features
The latest Manjaro 26.1 preview has been released with new desktop versions, a new kernel, and more.
-
Microsoft Issues Warning About Linux Vulnerability
The company behind Windows has released information about a flaw that affects millions of Linux systems.
-
Is AI Coming to Your Ubuntu Desktop?
According to the VP of Engineering at Canonical, AI could soon be added to the Ubuntu desktop distribution.