Risk: High

Starting the Intelligent Code Dependencies and License Manager side hustle from scratch can be risky, especially for those unable to afford potential losses. Individuals may risk losing money invested in setting up the business, time spent on learning and implementation, energy dedicated to the venture, and confidence if the results are not as expected. Beginners have been known to spend money on startup costs without immediate returns, and some initial investments may not pay off as quickly as desired. Online sources mention instances of failing or losing money with this type of business, highlighting the importance of careful planning and execution. I'd rate the risk a 1 out of 3 because of the significant financial and time commitments involved, with potential for losses if not managed effectively.