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 26, 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
I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.
Python bindings — PyO3 wrapper for constraint-theory-core
MCP (Model Context Protocol) server for constraint theory — query constraints, check satisfaction, and explore lattice geometry from any MCP-compatible AI tool
Generational context handoff for FLUX-native agents — the baton IS the brain
Jazz piano voicing, comping, and walking bass line generation
Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities
Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution
FLUX-native agent runtime — self-bootstrapping agents in Docker sandboxes that create vessels, pick tasks, and produce real work
Cocapn PurplePincher program — progressive lure prompts that make the fleet smarter
FLUX HDC: Hyperdimensional Computing for semantic constraint matching. 1024-bit hypervectors. 5 proven theorems. Apache 2.0.
Eisenstein A₂ lattice snap, temporal beat grids, spectral analysis, connectome detection, and FLUX-Tensor-MIDI. Zero dependencies. stdlib only.
PLATO — Standalone knowledge system. Run your own. Connect to the fleet. Make everyone smarter.
FLUX Deep Research — Compiler/interpreter taxonomy, agent-first design, ISA v2 proposal.
⚡ Deterministic bytecode ISA runtime for agentic logic — assembler, compiler, VM.
Self-Play Arena agent guide. The fleet's autonomous skill acquisition engine where agents compete and learn from matches on port 4044.
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