In the past two weeks the load speed and JS render improved by 50% at least.

The moral of this story is that you should check your webapp on a shitty Mac/pc, just to see how slow it can really be.

So to me, if you have a basic grasp of how logic in the project works, what are the pitfalls (for example a gigantic database), using AI can be incredibly useful.

If you’re a novice with no experience in coding logic, using AI is not the way to go - at least not yet.

To me this is the skill level where a AI coder really helps - I can catch when it’s doing a good job, I know when it goes overboard, or completely misses the point.

If I’m not sure, I’ll ask a pro Ruby dev who can point me and the AI helper in the right direction.

I’m generally a frontend developer, been working on large projects in Rails for a long time so I know my way around a RoR project, well enough to understand the basics of how things work, what not to do. The basics.