003Case study[date]
Developer experience

Turning ad hoc AI use into team practice

Question
What does AI-assisted development look like as a shared practice, not individual habit?
Method
[What you built and how the team adopted it]
Result
Shared workflows, tooling and docs the whole team uses. [Add evidence]
§1Question

Problem and context

Engineers used AI tools ad hoc, each in their own way. A lean team needed shared, repeatable workflows instead. [Expand in public terms.]

§2Conditions

My role and constraints

I built the tooling and led the rollout. [Constraints to add]

§3Method

Decisions

Decision 01 [What to standardize, what to leave to each engineer]
Options
[Option A] · [Option B]
Chose
[What you chose]
Trade-off
[What it cost]
§4Observations

What changed

Fig. 1 · How a change moves through the shared AI workflow. [Labels to confirm]
§5Result

Outcome and evidence

Shared workflows, tooling and docs the whole team uses. [Add evidence]

§6Next time

Lessons

[Two or three lessons in your words.]

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