What: Agentic AI systems (tools that act, not just predict) are forcing rewrites of software architecture from stateless APIs to stateful, decision-tracking layers.
So What: Hiring for infrastructure roles is splitting. Companies need engineers who can build guardrails and audit trails for systems that make choices, not just serve responses.
What to Watch: Job descriptions adding 'state management' or 'agent orchestration' to backend roles.
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