Don't make the trip without thoroughly checking the current requirements, because things changed quite a bit after Brexit and it's still evolving. You're right to be skeptical about what you read online because there's old information mixed in with new stuff.
A passport is enough, that's confirmed. But what you might not be clear on is that the ETIAS mentioned above isn't optional or something you can put off: it's an online authorization system you need to sort out before you get on the plane. It's not a traditional visa, but without it they won't let you in. The process is relatively quick (normally it gets sorted in a few days, though it can take longer), it costs a few euros and you do it from any computer. I'd recommend doing it with time to spare because if you're traveling in November and you wait until the last minute you risk running into problems.
The safest thing is to check the official UK government page or the ETIAS portal directly, either before you buy your tickets or once you have them confirmed. Everything's up to date there with no confusion. Don't rely just on forums or blogs because it changes frequently and nobody wants surprises at immigration.