Intern and new-grad behavioral loops: credibility without a decade of war stories

You are not competing on years-you are competing on signal density: what you learned, how you validated it, and how you shipped something small but real.

Class projects can work if you show constraints, conflict, and measurable outcomes. Avoid “we built an app” with no user or metric.

Practice with Talvior session setup using easier difficulty first, then raise the bar as your answers get crisp.

Keep a simple log in the dashboard: three bullets after each mock so you see progress across weeks.