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Agentic AI can automate SRE, finance, legal, migration, and security tasks, but requires deterministic safety constraints. Wrapping an LLM in a ReAct loop with Python tools causes cascading outages and data corruption in production. Deterministic workflow orchestration differs from agentic orchestration, where LLMs compute execution graphs dynamically.
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