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systems-architecture

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vsa

"Commit information, not traffic" - Vector–Scalar Accumulator (VSA) is a lightweight algorithmic primitive that eliminates write amplification and hot-row contention in high-frequency systems

  • Updated Dec 2, 2025
  • Go
AION-BRAIN

The left hemisphere. Frameworks, logic, and certainty architecture. Home of FSVE, AION, LAV, ASL, GENESIS, TOPOS, and 60+ epistemically validated frameworks built to make AI systems reliable, not just capable.

  • Updated Apr 15, 2026
  • Python

AURA is a universal constitutional AI framework with quantifiable ethics. Created by Mackenzie Clark (Sovereign Architect). Works across any LLM without retraining. Three metrics—Trust Entropy, Value-Transfer Ratio, Purpose Alignment—guide decisions. Includes Vector Inversion Protocol.

  • Updated Aug 26, 2026
  • Rich Text Format

Comprehensive reverse engineering & mathematical deconstruction of lusion.co: Custom GLSL Liquid Glass, GPGPU Particles, V8 Zero-GC Engine, and 120 FPS Architecture. Authored by DDW-X.

  • Updated Sep 11, 2026
  • HTML

Design structure matrix clustering, sequencing and change propagation, running entirely on your own machine. Four algorithms compared side by side (spectral, MCL, Thebeau, Louvain) with per-element stability scores, so you pick the partition rather than the tool. Excel/Report out. pip install dsm-optimizer

  • Updated Aug 6, 2026
  • Python

The security layer. Every output clears here before it exits. Threat detection, adversarial pattern recognition, red-team archive, and the Go/No-Go authority that can halt the entire system. Nothing bypasses it.

  • Updated Apr 6, 2026
THALAMUS

The relay station. Every signal enters here first — classified, routed, and dispatched to the correct brain region before processing begins. The thalamus does not think. It decides where thinking goes.

  • Updated Apr 6, 2026
Swarmio-Orchestrator

Swarmio is a resilient, containerized distributed systems architecture designed to handle massive traffic spikes with high availability. Built for scalability and observability, Swarmio provides a robust "Nervous System" for AI-powered microservices, featuring real-time telemetry, load balancing, and autonomous fault-recovery simulation.

  • Updated Jun 13, 2026
  • TypeScript
OCEAN-BRAIN

The right hemisphere. Domain knowledge, synthesis, and pattern recognition across disciplines. What the left hemisphere reasons about, the right hemisphere knows — science, history, culture, and emerging fields.

  • Updated Apr 6, 2026

Latticra is an evidence-bound systems substrate for Linux-era and AI-era computing. Its purpose is to make system actions, automation, tool execution, and agentic workflows safer through deny-by-default authority, contract-first validation, cryptographic verification, no-effect reporting, runtime gating, and auditable evidence.

  • Updated May 29, 2026
  • Shell

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