Based on my experience with Alchemy, got to level 9, you need to discover what combination of herbs and solution will make what potion. It may take a while before all of them are known but an addon that discovers it as you go along and keeps a history of your attempts, successes and failures is one of the ones I was planning on looking into, dependant on what information is accessible to addons.
Ultimately I suspect it would end up being able to list each recipe and its sources and be used for recipe info sites.
A quick look at alchemy/crafting functions in the api it looks like it may be possible to track this but until the next beta weekend I won't be able to investigate addon creation options myself.
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