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Open-source memory manager daemon for AI agents. Filesystem-native, LLM-pluggable, framework-agnostic. Works with OpenClaw, Strands, LangChain, AgentCore Runtime or any agent that can write a file.
AI incident assistant: a supervisor delegates to specialist agents (observability + web context) on AgentCore and Strands with MCP — fully deployable via AWS CDK.