u/Pretend-Wait9226

been tweaking my claude code setup across a couple repos and didn’t really expect much from the smaller tools at first

but some of them ended up quietly changing how i work. for me it’s been using wozcode with it. nothing flashy, just one of those things where after a bit you notice your flow feels a bit smoother, especially on longer or multi file stuff

it’s less about features and more like… you start noticing when things are moving clean vs when you’re just going in circles. made me rethink how i break down tasks a bit

what’s something you added that you didn’t think would matter but now you actually keep using?

Hey everyone,

I’ve been trying to learn AI agents properly (not just watching tutorials, but actually building stuff). I’m still pretty early in the process, so this is more of a “what I tried” than a guide.

Recently I used WozCode​ while experimenting with a small agent workflow idea. Honestly, I just wanted something that helps me take messy thoughts/code and turn them into something a bit more structured so I can actually use it in an agent setup.

-> What I did

I started with a rough idea for a simple automation workflow, nothing fancy. Then I used WozCode to clean up my thinking a bit ​basically breaking it into clearer steps instead of one big messy block.

After that, I tried mapping it into a basic agent flow (like planning → doing → output), just to see how it would behave.

->I’m curious about

* How do you usually structure your first agent ideas before building them? * Do you plan flows first or just iterate with prompts? * Any simple mental models you use for multi-step agents?

Still learning here, so I’d really appreciate any feedback or even corrections if I’m thinking about this the wrong way 🙌

I’ve been using Claude Code for a bit more “real” multi file work lately and I’m still figuring out a good rhythm with it.

When it’s a small project, it’s pretty straightforward. But once the repo starts growing and you’ve got backend logic, prompts, and a frontend all evolving at the same time, I’ve noticed things can drift unless I’m pretty intentional about structure.

One thing I’ve been trying is pairing Claude Code with wozcode just to keep my workflow a bit more organized when I’m jumping between files and iterating quickly. Nothing complicated, more just helping me not lose track of what changed where.

What I’m curious about is how others are handling this. Are you guys setting up a clean structure from the start, or do you just let it get messy and clean it up later once things stabilize?

Also curious if anyone has a “default way” they approach larger Claude-driven projects.

I’ve been building a couple AI apps lately and I keep running into the same thing. The idea part is quick, but once I start wiring everything together like LLM APIs, prompts, backend logic, UI, it gets messy faster than I expect.

Right now I’m still trying to figure out a setup that doesn’t fall apart after a few days of iteration. I’ve been using Claude Code to move across multiple files more easily, which helps when the project grows beyond a simple prototype. I’ve also been trying wozcode alongside it, mostly just as a way to stay a bit more organized when I’m jumping between features and refactoring on the fly.

Nothing fancy or “perfect system” here yet. Just trying to keep momentum without constantly stopping to clean everything up.

Curious how others are handling this. Do you plan structure upfront when building AI apps, or do you just build fast and refactor once things start working?