AI assistants as a team capability
On This Lesson 4 topics
This lesson is planned. The outline below lists the topics it will cover. The full lesson has not been published yet.
In this lesson
treat AI coding assistants as a capability to be introduced and managed across teams, not a personal tool choice.
Planned topics
- Individual use is already happening; the lead decides whether it is visible, safe, and consistent.
- Benefits vary by task: boilerplate, tests, and explanations help more than novel design.
- Costs: review load grows with more generated code, skill gaps for juniors, and risk of confident but wrong output.
- Treat adoption like any program: goal, pilot, policy, training, measurement.
Draft outline details
Demonstration
A one-page framing: goal (reduce time on routine work without lowering quality), non-goals (replace review), risks, owner, review date.
Check your understanding
Why manage assistants at program level?
Show answer
Without shared rules, risk, cost, and quality vary by person and nobody can measure the effect.
Practice
Apply this lesson with the module's lab, exercises and quiz.
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