John Barsness posted a method of annealing using a candle and I've used it and it works very well and is also quick and easy. I copied several posts of his from another forum of him talking about the method:
First, brass doesn't need to be quick-cooled after annealing, unlike other metals. You can just let it air-cool, and the result will be the same as when dunking in water. The only reason to cool it quickly (or stand cases up in water when using a torch) is to keep the head of the case from being annealed as well.
Annealing with the candle method doesn't risk the head being softened, but wiping the necks with a damp towel gets rid of the candle-soot before it hardens.
Most older methods of annealing got the neck too hot, making it too soft. The candle method was developed by Fred Barker, a retired metallurgist, and gets the necks just soft enough. So does the Hornady annealing kit, and for the same reason: Heat paint is used. (Fred used heat paint to develop the candle method.)
In typical handloading, the neck of a case is worked three times per firing: one when fired, once when necked down, and once when bumped over the expander ball (or belled when loading straight cases). This quickly work-hardens the neck, the reason necks often crack after about 5 loadings. If you just toss brass after that many loadings then no, annealing isn't necessary, but if you want to load them more, then it is.
Also, if necks aren't all about the same hardness (or softness, pick your term) then accuracy tends to suffer because neck tension on the bullet varies. Annealing a batch of brass makes them consistent.
It's a really simple method. All you do is hold the case halfway down the body, then hold the neck in the blue tip of the candle flame until the case is too hot to hold.
Obviously this takes a different amount of time with different cases--and unless the feeling in your fingertips differs vastly from average, it works. Fred worked it out with a variety of cases.
Brass will actually anneal at 600 degrees, but it takes an hour. 725-750 is a lot quicker. Generally it takes about 10 seconds or so in the tip of a candle flame.
But I have also never had a case-neck crack since I started using the method several years ago.