change management

The model can be excellent and still fail if the people who must use it do not trust it. Adoption is change management, not a slicker demo. Here is how forward-deployed engineers actually earn it.

Building it is not the same as adopting it. Interviewers look for you to win a beachhead, prove value, and let advocates spread it, not mandate usage from the top. Here is the playbook.