Architect a layered agent memory system — working memory, episodic history, and long-term semantic memory — that gives the agent continuity without overflowing context or leaking stale facts.
## CONTEXT
Long context windows in 2026 did not eliminate the need for engineered agent memory — they raised the stakes. Stuffing entire histories into context is expensive, slow, and degrades reasoning ("lost in the middle"), while truly long-lived agents need to remember user preferences and past outcomes across…Premium Prompt
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