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1. Engram Engram Public

   Engram is a next-gen memory substrate for AI agents — persistent, truth-aware recall with explicit ABSTAIN instead of hallucinated guesses, bi-temporal audit (as_of any date), and forgetting as a d…

   Go 1

2. MemoryThread MemoryThread Public

   Truth-aware cognitive memory system for AI agents

   Python 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