A colleague recently asked me something I didn’t have a clean answer to: “I keep hearing about Claude Code. Is that different from Claude Desktop? Do I need it?”
I understood the confusion. I’d been using Claude Code for two months and had only recently started using Claude’s regular chat interface. I’d learned them in the opposite order from what most people might expect.
In January, I joined an internal setup session for Claude Code. I was unsure whether it was for me, but I wanted to understand what my engineers were so excited about.
By March, I had a few workflows I relied on. Explaining why someone else should use it, though, forced me to separate what the tools could do from how I happened to be using them.
Claude Code: the work I kept reconstructing
I use Claude Code through a chat panel in VS Code, a code editor. That initially sounded more intimidating than it turned out to be. Most of my interaction with it is a conversation.
What made it useful was being able to save instructions and work with files on my computer alongside information from connected tools. I could build a process, try it, adjust it, and run it again.
My weekly update became one of those processes.
The information I needed was scattered across project tickets, Slack channels, documents, and code changes. Every week, I gathered it, figured out what had moved, and translated it into an update someone outside the immediate team could understand.
I built a skill called write-weekly-update to gather that material and draft the update for my review. A skill is a reusable set of instructions for a particular task. Instead of explaining the sources and format again each week, I had a starting point I could keep improving.
My daily-standup skill follows a similar pattern. It gathers recent activity, asks me about the subjective pieces it can’t infer, and compiles a draft.
Both still need my judgment. But I spend less time reconstructing the process before I can get to the judgment.
That’s what got me past the name. I wasn’t writing production code. I was building small workflows around work I already understood.
Claude chat: room to work through a problem
I started using Claude’s regular chat interface in March, through the desktop app. Claude is also available in a browser; here, I’m talking about the conversational workspace I use for documents and thinking.
I’ve been using it to synthesize discovery material, work through requirements, and explore possible solutions.
Projects help me keep relevant instructions and reference files together. I can give a project context about the work and the format I need, rather than beginning every conversation with the same explanation.
The rhythm feels different from my recurring workflows. I bring a problem, work through it, question the response, and revise. The output might be a requirements draft or a prototype I want someone else to react to.
Sometimes the useful part is discovering that I haven’t explained the problem clearly enough yet.
There’s overlap with Claude Code. I can explore an unfamiliar problem there, too. The distinction has more to do with the working habits I’ve developed than a strict boundary between the products.
What I’d tell someone starting now
My colleague’s question made me realize how much context I’d started taking for granted. I’d had time to get set up, experiment, and find a few things that worked. Someone encountering the names for the first time hadn’t had that runway.
For someone who wants to work through a document or explore a question, I’d start with Claude chat and one real task. Give it relevant context, read the response critically, and see whether the conversation helps.
For someone who keeps gathering the same information and following the same steps every week, I’d look at Claude Code. That was where the setup effort started paying off for me.
I wouldn’t ask anyone to learn both before getting started. I’d ask them to bring something they’re already spending time on.
My weekly update gave me a concrete way to learn. I knew the sources, the audience, and what a useful result should look like. That made it much easier to tell when Claude was helping—and when I needed to change the instructions.