Inside a Production AI Agent: Perception, Reasoning, Memory, and Action

Thita.ai Team
December 13, 2025
9 min read
Inside a Production AI Agent: Perception, Reasoning, Memory, and Action
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production AI agentsAI agent architectureagentic systemsLLM agentsAI agent componentsperception reasoning memory actionautonomous AI agentstool-using agentsfunction calling in agentsagent reasoning and planningmulti-step agent executionmemory-augmented agentsagent evaluation and controlhow AI agents workbuilding scalable AI agents

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