2 min lesson
Developer workflows you'll coach
Answer this as if it were happening now: "A senior engineer says 'I don't trust the agent to write my code.' Which response best builds credibility?" Say what supports your choice.
Step 1 of 2
“Use the AI more” is not coaching. It's the advice a developer ignores. What changes behavior is showing a specific engineer a specific workflow that saves them real time on the work they already do today.
Your credibility with engineers comes from naming concrete, high-value patterns - and from being equally clear about where the agent shouldn't be trusted yet. Start with the workflows that convert skeptics fastest.
Interactive diagram. Tab through its regions; each focused region shows its detail in the panel below.
Coach the top-right first: high value and safe to trust because the output is checkable.
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Full explanation
Developer workflows you'll coach
New endpoint, component or service from a one-line intent.
Fast, visible win; low risk because the dev reviews structure they know.
Generate the unit and edge-case tests devs skip when rushed.
Raises coverage and earns trust - output is checkable against pass/fail.
Rename, reshape or migrate a pattern across many files in one pass.
The Agent showcase - and where the cycle-time story comes from.
“How does billing work here?” answered against the real repo.
Cuts ramp time for new hires from weeks toward days.
Incident and debugging support is a fifth pattern worth its own mention: an engineer under pressure can ask the agent to trace a failure across the codebase and propose a fix, which is exactly when the time saved is most felt - and most scrutinized.