Agents need memory beyond the context window, and 'just store the history' is the wrong answer. The signal is telling the memory types apart and mapping each to a storage and retrieval strategy. Here is the answer.
Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.
Agents need memory beyond the context window, and 'just store the history' is the wrong answer. The signal is telling the memory types apart and mapping each to a storage and retrieval strategy. Here is the answer.
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