Katie, a 35 minute processing time is TOO long for salsa- the reason your canned tomatoes need that long is because you don’t add a cup of vinegar. Do a quick Google search to find that all the reputable salsa recipes call for 15 minute processing time (extension services, and the Ball Blue Book are two)- even for the recipes that have tomato paste added. I know you said it will make you feel better to go longer, but there are good reasons not to: energy costs and over-cooking the salsa are two good ones.
Combine all ingredients in a large saucepan and heat, stirring frequently, until mixture boils. Reduce heat and simmer for 20 minutes, stirring occasionally. Ladle hot salsa into pint jars, leaving 1/2-inch headspace. Adjust lids and process in a boiling-water canner for 15 minutes at 0–1,000 feet elevation, 20 minutes at 1,001–6,000 feet, and 25 minutes above 6,000 feet.
This is how I make mine, minus the Cumin. I’m going to try it the next time I make a batch. Family and friends are always asking me to make them some. It’s so easy and sooooo good!! Sometimes I can it too. All you have to do is put it on the stove and heat it up slowly, then into your cleaned and prepped mason jars. It keeps for about 3-4 months unopened.
Hi Sara! The oil free part is hard, I haven’t found any oil free. But the unsalted and whole grain is pretty much most of the tortilla chips I’ve seen! Many have unsalted versions. For me, as long as they have very few ingredients (corn, lime, oil is the basics) I’m good. We sometimes do unsalted because we don’t eat tons of salt but there are brands with less salt use than others. Cadia makes some great ones!

Hi Holly – I’m honestly not sure in regards to food safety. From what I understand, the ingredients that can be altered without affecting food safety are: leaving out the tomato paste (not sure about the tomato sauce), altering the spices like cumin and salt and cilantro, etc., and modifying the amount of jalapenos. I don’t know the pH of radishes and how the would sub in for green peppers – and of course the amount of tomatoes and vinegar (for the main acidity) need to stay the same.
Absolutely love this. You were right. Getting as much water out is so really important step. I drained as best I could with colanders then put in glass bowl. More liquid settled so I used a turkey baster to remove more liquid. Won’t ever make it another way. I have been looking for a salsa that has body and flavor and this is outstanding. I made my own tomato sauce as the tomatoes I got from local farmer were meaty and very flavorful. Thank you for posting this outstanding salsa recipe. 
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