Start as a forward-deployed implementation service for Google Cloud customers that designs, builds, and validates one concrete agentic developer workflow inside the buyer's repo and CI environment. The delivery includes workflow design, agent/prompt architecture, eval pipelines, observability, rollout playbooks, and reusable modules that can be adapted across teams. Over time, repeated modules become a productized toolkit for spec-to-PR, migration, review, and incident remediation workflows.

Large cloud providers are hiring forward-deployed AI engineers because enterprise buyers are moving from AI experimentation into production agentic systems. Developer AI is especially urgent because refactors, migrations, reviews, and incident fixes are expensive, measurable workflows with clear engineering owners.