![[4/4] Code with LLMs in parallel](https://digitalpress.fra1.cdn.digitaloceanspaces.com/xhtzjbw/2025/08/coding-cooks-4_4.png)
I have the strong feeling that this is one of the core skills to develop in the next couple of years as an engineer. The tooling is not great yet, but by the time you read this, it might be, so take this more as a primer and look under the hood of how future tools will and current tools already work to run agents in parallel.
I tried four methods of running agents in parallel, and I will explain why I currently prefer custom scripts or manual management over existing GUI/TUI tools.
If you haven't delved into planning and swarms extensively, you may not have encountered the scenario where you need parallel workers. But once your agents start to take on bigger tasks, you might start thinking…