Development for Local Machine and for production Server Requirments

[zakrian07]

Hello GitHub Community,

I am in the process of setting up environments for a new project and am seeking advice on best practices and recommendations for managing development and production environments.

Question:
What are the key differences between local machine setups for development and server setups for production environments that I should be aware of? I'm particularly interested in:

Hardware Requirements: What should I consider in terms of CPU, memory, and storage?
Software Dependencies: How should I manage version differences between development and production?
Security Practices: What security measures are critical for production but might be overlooked during development?
Performance Optimization: Any tips for ensuring that the production environment is optimized for performance?
Deployment Practices: Recommendations on deployment strategies (e.g., continuous integration, blue-green deployments)?
Additional Context:
[Include any additional details or specific constraints, such as budget limitations, specific industry regulations, etc.]

Any insights or resources you could share would be greatly appreciated. Thank you in advance for your help and advice!

[asomoza]

This is a library, meaning that this is what a back-end uses, all the security, CD/CI and environments depends completely on your implementation of the back-end and the front-end.

Diffusers already have a comprehensive test suite so you should only test what you build on top of it.

As for hardware requirements, you should be more specific, there's a whole lot of models that works with Diffusers, from really small ones to really big ones, so it all depends on what you want to work with. Also the most important part is not the CPU or RAM although you also need them, the most important part is the GPUs, you'll need a lot of them if you want to serve concurrent users.

If you need more info you shouldn't just copy paste this, better if you understand a little of what this library is and then ask the questions by yourself.