What Does an AI Engineer Do And How Do You Become One?

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We are witnessing a fundamental shift in business logic. Autonomous agents are no longer just tools; they are the new infrastructure that turns static processes
A clear decision framework for when a micro-tool is enough—and when reliable automation needs custom integration.
What to verify before connecting tools—access scopes, secrets, logging, retention, and where sensitive data is allowed to flow.