Team apprenticeship audit: the 3Cs

Staging material for Chapter 4, "The ladder is breaking: entry and middle roles." Based on Matt Beane's The Skill Code: challenge, complexity, connection. Version: 2026-06-10.

Goal: check whether your team has removed the ladder that its next generation needs to grow.

1. Challenge: is the work hard enough to teach

Question	Yes / no	What should change
Do new team members get tasks just above their current skill level?
Do they have safe tasks where they can make a mistake and review it?
Does AI help them learn instead of simply giving them a finished answer?

2. Complexity: can the person see the whole process

Question	Yes / no	What should change
Does the new team member understand why the task matters and who needs the result?
Can they see the full path from request to decision and how their task fits?
After routine work was automated, did the team keep hands-on reviews of real cases?

3. Connection: is there a relationship with an expert

Question	Yes / no	What should change
Does someone review the new team member's work and give useful feedback?
Is there enough trust to let the person do the work instead of only watching?
Do senior staff get time and recognition for developing other people?

4. Overall risk

Level	Sign	What to do
Low	Most of the 3Cs are healthy	Decide which tasks you can automate without weakening learning
Medium	One of the 3Cs is weak	Restore the missing part during the next quarter
High	New people only watch or edit completed work	Assign learning tasks and mentors. Otherwise, your skill pipeline is already broken

5. The manager's decision

Write down one task that the team will keep as a learning task even after automation:

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Write down one person who will own the new team member's growth:

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