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1. MemoryThread MemoryThread Public

   Truth-aware cognitive memory system for AI agents

   Python 1

2. SENTRY SENTRY Public

   Developer collaboration OS with zero-ML decision intelligence — deterministic Neural Hub (Hebbian learning, sigmoid activation) for automatic decision capture and recall

   TypeScript 1

3. Adaptive-Learning-Architecture Adaptive-Learning-Architecture Public

   Experimental adaptive learning architecture — prediction-error-driven training loop with bounded primitive memory (WIP, v8.1 prototype, ~5M params)

   Python 1

4. Marey Marey Public

   A modular perception engine for AI agents that enables efficient screen understanding, reasoning, and autonomous interaction.

   Python 1

5. RCU RCU Public

   Zero-broker robot control mesh — ZMQ PUB/SUB triangle (Robot↔Player↔User), sub-2s failover, race-condition hardened, no Docker

   Python 1

6. SWAVLAMBAN SWAVLAMBAN Public

   Resilient distributed swarm coordination system with leader election, adaptive task allocation, and adversarial failure handling.

   Python 1