The other day I told Claude: “Turn off wifi.” And it did – because it knows how to do that from the command line. Then I said: “Turn on wifi.” And it did nothing. Because it had no internet.
This experience nicely illustrates what Claude Code actually is. It's not just a chatbot you talk to. It's a tool that has access to your computer and can perform actions on it. It can read and edit files, run programs, install software, work with data. Basically anything you'd normally do manually.
In the previous article we showed how to install Claude Code. Now let's look at what you can use it for. And trust me – there's a lot more than you'd expect.

Programming
Let's start with the most expected use case. Claude Code is primarily a tool for programmers, and it truly excels in this area.
Writing new code. Describe what function you need, and Claude will write it. You don't need to know the syntax, you don't need to google – just say what the code should do, and it creates it. A team of data engineers at Anthropic had Claude write a complete React application – 5,000 lines of TypeScript – even though they didn't know React themselves.
Bug fixes. Throw an error message at it and let it find the cause and fix it. Claude will go through your code, understand the context, and suggest a fix. You don't have to spend hours figuring out where the problem is.
Refactoring. Got old messy code? Claude will clean it up, split long functions into smaller ones, rename variables to meaningful names. One developer described how he refactored a 210-line Python function down to less than 30 lines.
Tests. Claude will write unit tests for your code. It can even work with test-driven development – first writing tests, then code that passes them.
Documentation. It documents functions, creates README files, describes APIs. Everything programmers hate doing manually.
Code review. It goes through code and suggests improvements – better names, more efficient algorithms, potential bugs.
Working with files
This is where Claude Code becomes interesting even for non-programmers. It has access to your files and can work with them.
Organization. Got a chaotic Downloads folder full of randomly named files? Claude will sort it out. It'll create subfolders by type, date, project – whatever you need.
Bulk renaming. Need to rename hundreds of files according to a certain pattern? For example, renaming invoices to “2024–01–15 Vendor – Invoice.pdf”? Claude handles it in seconds.
Format conversion. Converts data between formats – CSV to JSON, XML to a table, whatever you need.
Writing and working with text
Although it's called “Code,” Claude Code is surprisingly good at helping with text.
Articles and blogs. Helps structure thoughts, write first drafts, edit and improve. One user called it the best writing support system they'd ever tried.
Organizing notes. Got chaotic notes scattered across different files? Claude will go through them and organize them into a coherent whole. One user uploaded voice notes from walks with a stroller – Claude transcribed them, organized them into research topics, and eventually wrote an article in her style.
Translations. Translates text while preserving formatting. Can even batch translate all text files in a project.
Proofreading. Fixes spelling, grammar, style. Suggests better phrasing.
Data analysis
Unlike web Claude, which has file size limits, Claude Code can process huge datasets. And most importantly – it can write its own code for analysis and run it immediately.
Reports on demand. You tell it: “Look at this sales data and create a report with charts and trend analysis.” And it does it. Loads the data, analyzes it, creates visualizations, and writes a summary.
Finding patterns. Claude finds anomalies and trends that you'd spend hours looking for manually. Which product has declining sales? Where are the seasonal fluctuations?
Data cleaning. Got a list of addresses full of typos and duplicates? Claude will clean it up, standardize the format, and remove errors.
One user described how they simply uploaded a CSV file with customer data and said: “Imagine you're a data consultant. Perform an analysis and suggest recommendations.” Claude went through the data and delivered a detailed report with findings.
Automation
This is where Claude Code truly shines. It can create automated processes that save you hours of work.
Repetitive tasks. Got something you do the same way every day or week? Claude will automate it. Downloading data, generating reports, sending notifications.
Connecting services. Claude can connect different tools together. Anthropic's marketing team used this approach to create a system that automatically generates hundreds of ad text variations from a CSV file with ad performance data.
Monitoring and notifications. You can have Claude monitor logs or data and alert you when something breaks or an interesting pattern appears.
System administration
Claude Code can function as your personal IT support.
Diagnostics. “Why is my computer slow?” – and Claude checks CPU usage, memory, disk, running processes, Docker containers, everything possible. And suggests solutions.
Configuration. Need to set something up in your system but don't know how? Describe what you want, and Claude will configure it.
Installation. Claude installs software, configures the environment, sets up dependencies.
One user described how Claude connected via SSH to a remote server, modified the configuration of a monitoring tool, and adapted when some commands failed.
For more advanced users, Claude Code also helps with infrastructure management. It sets up automatic builds and deploys, configures server monitoring, helps with Docker containers. Even a non-technical person can set up a basic CI/CD pipeline with Claude's help.
But beware – it's still AI
Before you get carried away with enthusiasm, there's one important thing to say: Claude Code makes mistakes. Like any AI. Sometimes small ones, sometimes… well, sometimes monumental ones.
One programmer told me the following story. He gave Claude the task of modernizing an outdated project. Claude ran for an hour. Rewrote everything. Legacy code from 2015? Gone. Outdated patterns? Replaced with elegant modern solutions. Confusing architecture? Now crystal clear. The result looked like it was from a textbook – TypeScript, tests, documentation, everything.
It was absolutely top-notch code.
Which didn't work at all.
That's why this holds true: the better programmer you are and the more you understand your field, the better results you'll achieve with Claude Code. Not because you'd have to write the code yourself – but because you'll recognize when Claude makes a mistake. And it will. The question isn't if, but when.
Think of Claude as a junior with unlimited energy and encyclopedic knowledge who still needs supervision. Let it work, but check the results. Test. Verify it actually works before you push it to production.
What does this mean?
Claude Code isn't just a tool for programmers. It's an “everything agent” – a universal assistant that has access to your computer and can perform almost any task.
The key to success is simple: describe what you want in plain language. You don't need to know commands, you don't need to understand technicalities. Just say what you want to achieve, and Claude will find a way to do it.
Users report 40–80% time savings on routine tasks. Some startups have built entire products with practically no traditional programming. All because you have an intelligent helper at your disposal who can control your computer.
Just watch out for that wifi.


