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Claude Code MCP native extension delivering a zero-human closed loop: Auto Bug Retrieval → Intelligent Troubleshooting → Automated Structured Accumulation. Equips Claude Code with long-term troubleshooting memory and establishes a reusable bug knowledge library for individuals and teams.
Echolocation on a phone for blind indoor navigation: a biomimetic chirp, a from-scratch PyTorch CNN that classifies the space, and an adaptive Qwen Memory Agent that learns each user. Qwen Cloud Hackathon, MemoryAgent track.
🐘 Local-first causal knowledge graph for AI developer memory. Tracks decisions, rejected alternatives & reasoning — not just facts. MCP-native for Claude, Cursor & VS Code.
A self-auditing MemoryAgent on Qwen and pgvector. It recalls across sessions, surfaces contradictions, and recommends a resolution without mutating memory. Deployed on Alibaba Cloud ECS.