It varies widely by company and risk profile. Engineering leaders at growth-stage companies report 80% or more of new code being AI-generated, with engineers reviewing and architecting rather than typing. Regulated teams typically run lower shares in critical paths such as payment processing and ledger logic, where senior human review remains mandatory regardless of who wrote the code.