Agentic AI involves autonomous systems that use LLMs to make decisions and take actions, but moving from prototype to production requires addressing significant risks. These risks span both traditional distributed systems challenges and the non-deterministic nature of LLMs. Production readiness depends on establishing trust through thorough risk management rather than perfect results. The complexity goes far beyond simple prompt-based agents talking to LLMs.
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2025 was the Year of Agentic AISort: