Hi Heather – from all the reading I did on that recipe, the lady who created the recipe, Annie, developed it and had it tested at her local extension office years ago. There are a lot of threads on the Garden web forum – I looked for a few minutes and couldn’t find the original thread I had read but here’s a couple that might help (there’s LOTS of discussion on there about the proper way to make the salsa without messing up the pH levels and making it unsafe):
I’m trying to duplicate the salsa that our local Mexican restaraunt serves on request. I usually ask for the “hot stuff” and they know what I want. I asked what they call it in Spanish and they said Salsa Picosa. I made this recipe using the roasted method and it’s close. Now I wanna try the boiled method. Can u give that recipe. Do u boil all the ingredients? I’m using dry arbol peppers, do I boil them too? THANKS

The key to this recipe is to char the tomatoes and peppers on the stovetop. I tried to do it in the oven once and roast the tomatoes & peppers, bad move. It will take you about 20 minutes, but sooooooo worth the wait. You’ll need to rotate the veggies from time to time, so all the sides are pretty even. Here is what the vegetables will look like once they are done:
Many of us begin a vegetable garden with dreams of preserving the harvest dancing in our heads. Even if you don’t grow food, the fresh ingredients for homemade salsa are abundant at farmers markets and farm stands during the growing season. Stock up with enough to can a batch of homemade salsa and enjoy the delicious flavors of summer all winter long.
I did a lot of research about the lemon juice, and the reason for bottled is because it’s consistently about 5% acidity- fresh isn’t consistent. I’ve used organic and I’m OK with it, but I’ve not read anything OFFICIAL about it. I think if it’s consistent, it should be OK, and it’s certainly better without the preservatives. I know there are canners who use fresh lemon juice, though, and don’t think it’s a problem- but it’s just not worth it to me to go against the recommendations, though. 🙂
Roast the ingredients until they start showing some blistering and look slightly softened, turning them to make sure they roast evenly. The garlic cooks in a few minutes and you will need to remove it, peel the skin, and set aside. The roasting process will take about 8 minutes. If your tomatoes don’t look to softened, wrap them in aluminum foil for about 10 minutes, this will help them to finish cooking.
I know this recipe like the back of my hand . It is a well posted on the internet “Annie’s Salsa” , as you have said . You are so right, its the best . I say phenomenal ! Awe …. gee whiz, I don’t like to point out a typo but for the tomato paste addition, it should be to add if one wants a thicker salsa . For canning I use an ” All American ” pressure canner ” , I can fit 19 pints for one processing time . Time is everything for me . I love my “All American” pressure canner ! I can year round, making soups, canning potatoes, pinto beans, northern beans , meats , broth and the list goes on . I too, love canning .
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Update: Because I was paranoid about the peppers, I actually could have upped them a smidge. OTOH, right now it has a gentle heat which won't burn you out after a couple bites. I did lie though. I omitted the celantro because I am one of those whose tastebuds interpret it as soap. Something tastes like it needs a little more of something, but possibly I mis-measured because the taste is wonderful..I might not whirl the tomatoes quite as much next time though. Boy, this a long comment to basically say Brava.
I made the salsa this last weekend with tomatoes from the garden about half slicers and half roma. I followed your easy method which works great for a working mom. But for some reason it turned out not very tomatoey, good spice, thickness, beautiful. I went ahead and canned it because I thought it might get better with time, and was scared to add tomato paste putting everything off balance. Were my tomatoes not ripe enough? 
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