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AI Agent Memory Design Guide - Working, Long-Term, and Procedural Memory with Forgetting and Staleness Management | hidekazu-konishi.com

hidekazu-konishi.com · published 11 June 2026

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https://arxiv.org/abs/2309.02427

arxiv.org

https://docs.langchain.com/oss/python/langgraph/memory

docs.langchain.com

https://docs.letta.com/guides/agents/memory-blocks/

docs.letta.com

https://mem0.ai/blog/state-of-ai-agent-memory-2026

mem0.ai

https://arxiv.org/abs/2404.13501

arxiv.org

https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents

anthropic.com

https://www.anthropic.com/news/context-management

anthropic.com

https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agents

anthropic.com

https://platform.claude.com/docs/en/docs/agents-and-tools/tool-use/memory-tool

platform.claude.com

https://www.langchain.com/blog/langmem-sdk-launch

langchain.com

https://docs.letta.com/configuration/memory

docs.letta.com

https://www.letta.com/blog/agent-memory

letta.com

https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory.html

docs.aws.amazon.com

https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory-types.html

docs.aws.amazon.com

https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/long-term-configuring-built-in-strategies.html

docs.aws.amazon.com

https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory-self-managed-strategies.html

docs.aws.amazon.com

https://aws.amazon.com/about-aws/whats-new/2025/10/amazon-bedrock-agentcore-available/

aws.amazon.com

https://aws.amazon.com/blogs/machine-learning/building-smarter-ai-agents-agentcore-long-term-memory-deep-dive/

aws.amazon.com

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