The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
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Updated
Jul 15, 2026 - Python
The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
Flow-state engineering arena — agents run forward simulations, listen for spectral nudges, maintain conservation in Plato's cave. Conservation spectral framework meets live agent rooms.
repo-first Agent for local or cloud. grow an agent in a repo using the repo itself as the muscle-memory. Run from localhost, from pages.dev, or embedded into any platform app. Move to gitlab or anywhere and optimize git as the agent infrastructure itself. wiki for knowledge, repos for skills, pipelines anywhere
Unified geometric constraint theory — Eisenstein lattices, deadband funnels, Laman rigidity, metronome consensus, holonomy verification. 83 tests, zero deps.
Python bindings — PyO3 wrapper for constraint-theory-core
Generational context handoff for FLUX-native agents — the baton IS the brain
Mojo + MLIR constraint engine — Python syntax, C performance, MLIR-native constraint theory
Jazz piano voicing, comping, and walking bass line generation
Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities
RPG IV constraint engine — indicator variables as error mask bits. IBM i / AS-400.
JEPA (Joint Embedding Predictive Architecture) implementation
C runtime for Eisenstein integer arithmetic — 1KB, no deps, no math.h, embedded-ready
Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution
PLATO — Standalone knowledge system. Run your own. Connect to the fleet. Make everyone smarter.
FLUX bytecode runtime — Fluid Language Universal eXecution: a zero-dependency register-based VM. Published on crates.io as 'fluxvm' 🦀
I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.
OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.
FLUX Ecosystem - flux-lsp
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