Memory Architecture Patterns
P1Tiered memory designs enabling agents to maintain coherent state across sessions within token constraints, working memory, episodic memory, semantic memory, and procedural memory layers.
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Recommended entry points for exploring this thread.
Agentic Context Engineering: Comprehensive Reference Specification
The unified specification synthesizing research from Google ADK, Anthropic, Manus, and Stanford into a single framework - why agents fail from memory architecture problems not model stupidity, and the four-layer architecture that fixes it
Research Report 5.4: Shared Context & Memory
The distributed systems problem hiding inside every multi-agent AI system: how do agents share what they know without drowning in what they don't need?
Research Report 2.3: State Management Across Calls
The stateless paradox: how conversational AI maintains the illusion of memory on protocols designed to forget everything
Context Management System Architecture
How to architect context that scales across hundreds of agents without degradation