Physical dependence can develop after steady benzodiazepine use, including use exactly as prescribed.
When the body has adapted, a sudden stop or overly rapid reduction can cause serious withdrawal reactions. Your treating clinician should guide medication changes based on your health and circumstances. This is not a situation for a self-directed schedule, and needing medical guidance does not mean you have failed or necessarily have an addiction.
