Meanwhile, in a pan large enough to hold green beans, heat olive oil over medium-high heat. Add almonds. Sauté 2-3 minutes to coat and toast almonds. Slowly add green beans. Beware of sizzle from water hitting hot pan. Add salt and pepper. Toss almonds and green beans in olive oil until beans begin to char (2-3 minutes).