What AI First Engineering Orgs Look Like

Every process a software team runs was built to manage a scarce resource. For twenty years that resource was engineering time. Waterfall managed it with sequencing. Agile managed it with short cycles and constant renegotiation. Both approaches assume the same thing: writing code is the expensive step, so protect it with process.