Heat 1 tablespoon olive oil in a large saute pan or 5 quart braising pan over medium-high heat.
Combine flour, garlic powder, celery salt, and a few large pinches of salt and pepper in a large shallow bowl. Dredge beef cubes in flour mixture.
Add half the beef to the pan and sear it on all sides. Add remaining tablespoon of olive oil to the pan and sear the second batch of beef. Transfer to the slow cooker insert.
Without wiping out the pan, add butter and melt over medium heat. Add onion and celery to the pan along with a couple pinches of salt and pepper. Cook, stirring occasionally for about 4 minutes.
Add garlic, tomato paste, and dried thyme to the pan. Cook, stirring frequently, for 1 minute.
Deglaze the pan with the Worcestershire sauce and balsamic vinegar, scraping all the yummy bits off the bottom of the pan.
Add the onion mixture to the slow cooker along with the carrots, potatoes, beef stock, bay leaves, and a few large pinches of salt and pepper. Gently stir to combine.
Cook on high for 4-5 hours or on low for 8-10 hours.
Combine 3 tablespoons cornstarch with 3 tablespoons cold water. Stir in the slurry along with the frozen peas and cook for 1 hour on high.
You’ll know the stew is done when the potatoes are fork-tender and the stew meat falls apart easily.
Season to taste with salt and pepper. Garnish with fresh parsley and enjoy!
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