In a large pot or Dutch oven, heat the olive oil over medium heat. Add the diced onion and sauté for 3-4 minutes until translucent.
Add the minced garlic and cook for another 1-2 minutes, being careful not to burn it.
Cut the chicken thighs into bite-sized pieces and season with salt, pepper, thyme, oregano, and paprika.
Increase the heat to medium-high and add the chicken to the pot, browning it for about 5-7 minutes until lightly golden.
Add the chopped potatoes, carrots, and celery to the pot, stirring to combine with the chicken.
Pour in the chicken broth and Worcestershire sauce, bringing the mixture to a boil.
Once boiling, reduce the heat to low, cover, and let it simmer for about 30 minutes, or until the vegetables are tender and the chicken is cooked through.
Stir in the frozen peas and cook for an additional 5 minutes. Adjust seasoning with salt and pepper if needed.
Serve hot, and enjoy your delicious Alabama Chicken Stew!