A 14-Day GitHub-Based Loop to Guide Your Next Career-Change Decision

A structured framework proposes replacing the vague advice of 'believe in yourself' with a 14-day decision loop for people navigating career transitions into tech. The method uses a GitHub repository to log a narrow career hypothesis, one hands-on artifact built under a realistic time constraint, and structured feedback from at least one external reviewer. Rather than aiming for certainty, the loop is designed to generate enough evidence to choose a clear next reversible step — whether that means applying for roles, adjusting the learning plan, pausing, or stopping altogether. At the end of 14 days, participants produce a written decision record drawn from real observations rather than emotions or tutorial completions. The approach treats career exploration as a repeatable experiment, with each cycle scoped to no more than four additional weeks of follow-up action.