
Docker works on Mac, Linux and Windows, allows to spin up containers locally as well as use similar config for deployed instances. Great documentation and support. Docker desktop app is available with great UI that helps review and manage containers, get to the logs and observe the performance. Docker cli integrates great and allows CI/CD, scripting, etc. to automate the usage. From my experience docker's performance is best on linux system. When working with mac M-series you need to be careful and pick containers that work with M hardware.
Free docker plan works fine for me, but the paid plans are not too expensive if you evaluate what you're getting.
My current experience with claude code AI spec-driven development shows that claude tends to use docker compose a lot which works great especially for POC and local development. Review collected by and hosted on G2.com.
The only thing I don't like is that the ad-hock docker up command can be really huge with all necessary cli parameters and arguments, but docker files and docker compose configs make this easier. Also I use nowadays chatbots to help me with the docker parameters when I need it. Review collected by and hosted on G2.com.



