Great suggestions here and while the subject of sealants can be tribal and contentious, I'll jump in anyway.
I absolutely despise oil leaks and seepages. I've been known to backslide into a full rebuild of a period Italian V12 (designed to leak?!) through the gateway of obliterating such mishaps.
After trying many sealants over the years, I have settled on Loctite 598 for gasketed joints. What I like: To date, 100% effective against leaks, pressurized can makes dispensing easy and accurate, not an acetic acid cure (hate that smell). I've used it on cam cover joints that sit below the level of resting oil --always submerged. No leaks.
I apply it on the gasket and smear it down to a
light coating, tighten fasteners hand tight and finally after a few hours (partial cure) fully torque down. Here it is being used on the intake manifold coolant chamber:
I tried "The Right Stuff" gasket maker and while very strong and leak free, it was VERY, VERY strong and leak free. Too strong. I struggled for a loooong time to get the oil pan off the 1800. Bent it a little bit even. If you are *never* going back in , this is the nuclear option.
I used Hylomar for a while and I liked that it's non-setting and low-mess plus offers the promise of easy removal (not always a slam dunk) but it eventually leaked more often than I would like. I think it just washes off or the non-setting nature of it works against longevity. Yeah I know they use it on Rolls Royce turbines, so they say, but I'm not 100% there. I've grown increasingly cranky and intolerant of oil leaks; I don't want to deal with them more than once.
Before you say: "... but the RTV/gasket is a bit** to get off without scratching my beautiful aluminum head/cover/flange..." consider making a copper scraper as below. Softer than aluminum but with a sharp edge; it will change your RTV scraping life forever. I bet Steve could even do it on the kitchen table with one hand tied to his cabernet goblet.
For ungasketed, well-fitting flanges I use Loctite 518. It will fill a gap up to .25mm. And for pneumatic/fluid threads, Loctite 545. I feel it more reliably seals than PTFE tape. The shown primer is not required but can speed up or improve bonding depending on the substrate.
Hope that helps!