The entry-level job quietly asked for senior skills.
AI took over the routine tasks juniors used to cut their teeth on. So employers raised the bar: judgment, communication, leadership, and the ability to direct AI — skills people used to pick up five years in. The Residency is built to give you them now.
JudgmentDirect AI — don’t just prompt it
You write the decision record behind every build: the trade-offs you made, what you’d change. The grading bar checks whether your team can explain its decisions, not just ship them.
Stakeholder managementManage someone who isn’t your boss
Weekly stakeholder meetings and Friday check-ins. On employer projects, you answer to the real organization whose problem you’re solving.
LeadershipOwn a piece and run it
Teams elect their own Scrum Master and each person owns a discipline on a 5–7 person team. You run the standup, you call the milestone.
CommunicationExplain your work under questions
Daily standups, peer reviews, and a demo day where you present and defend what you built in front of mentors and stakeholders.
CollaborationShip as a cross-functional team
Backend, frontend, cybersecurity, data, and QA working toward one product — real code reviews, real pull requests, real handoffs. Not a solo repo.
DeliveryShip something real, on a clock
Four 2-week sprints with milestones and a hard final-demo deadline. You leave with a story about shipping under pressure, because you did.
Every one of these is a skill employers say they can’t find in early-career hires. You leave able to prove all six.