Grand Pattern - Rust Implementation

Fibonacci Dual-Direction Architecture — a cellular graph system with dual perception/prediction databases.

Architecture

• Perception DB (Z_in): stores incoming sensor embeddings
• Prediction DB (Z_out): stores predicted future embeddings
• JEPA mapping: cross-DB comparison, computes prediction error (surprise)
• Double-entry bookkeeping: every tick updates BOTH databases, must balance
• Vibe: (position, velocity, acceleration) tuple on the embedding manifold
• GC: 3-phase (merge similar → decay old → prune weak)
• Cellular graph: rooms as nodes, algorithms as edges, murmur as gossip protocol

Test

cargo test

Dependencies

None. Pure Rust, no external crates.

Ecosystem

This repo is part of the SuperInstance flagship ecosystem — agent-first computation, constraint theory, and self-improving runtimes.

FLUX Runtime Family

Repo	Language	Description
flux-runtime	Python	Full FLUX runtime: markdown→bytecode, 2037 tests, zero deps
flux-core	Rust	Register-based bytecode VM, deterministic agent computation
flux-js	JavaScript	FLUX VM for Node.js and browsers, ~400ns/iter
flux-compiler	Rust/Python	Formal-methods compiler for safety-critical codegen
flux-vm	Rust	Stack-based constraint-checking VM, 50 opcodes, Turing-incomplete

PLATO Engine Family

Repo	Language	Description
plato-server	Python	Knowledge tiles, fleet sync via Matrix, HTTP API
plato-engine-block	Rust	Original room runtime: no_std + alloc, builder pattern
plato-engine-block-c	C99	Embedded reference: zero heap alloc, bare-metal portable
plato-engine-block-elixir	Elixir	BEAM supervision trees, fault tolerance, hot reload
plato-runtime-kernel	Rust	Spatial model: tensor grid, batons, assertion traps

Constraint / Theory Family

Repo	Language	Description
categorical-agents	Rust	Category theory for agent composition (functors, naturality)
cuda-constraint-engine	CUDA/C	GPU constraint checking at 1B+ constraints/sec
grand-pattern-rs	Rust	Fibonacci dual-direction cellular graph architecture
lau-hodge-theory	Rust	Hodge decomposition, Betti numbers, spectral sequences
ternary-science	Rust	Experimental evidence for ternary intelligence, 5 conservation laws

Agent / Infrastructure Family

Repo	Language	Description
construct-core	Rust	Layered trait system: bare-metal → alloc → async agent runtime
crab	Bash	Agent shell for repo entry/leave (MUD-room metaphor)
exocortex	Rust	Persistent cognitive substrate, S3-compatible memory
git-agent	Python	The repo IS the agent — autonomous lifecycle via Git
capitaine-1	TypeScript	Git-native repo-agent, Cloudflare Workers heartbeat
codespace-edge-rd	Research	Codespace→Edge agent lifecycle and yoke transfer protocols
git-agent-codespace	DevContainer	One-click Codespace template for Git-Agent runtimes

Registries

Registry	Package	Install
PyPI	flux-vm	pip install flux-vm
crates.io	fluxvm	cargo add fluxvm
npm	flux-js	npm install flux-js (coming soon)

Philosophy & Architecture

• 📖 AI-Writings — Philosophy, essays, and design rationale
• 📦 PACKAGES.md — Full package index