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JuniorHome

Local-first edge home for JuniorCloud LLC. ~45 W envelope. Apple Silicon (M4 / M1 Metal).

Central hub that orchestrates JuniorStock, JuniorMemSys-Suite, Web3Node, and the rest of the edge-native SDK — not a cloud tenant, not a game engine.

Runs BitNet b1.58 ternary weights, TDA / SVD topological memory, spiking LIF automata, and hyper-dimensional compute on the box in front of you.

Topics: apple-silicon · bitnet · local-first · mlx · tda · svd · ternary-computing · edge-ai · web3 · junioragi · sov-tech

What this repo is

Orchestration + home client. Product trees live in their own repos. This tree points, packs, and runs them on the 45 W node.

In-tree Role
src/ Python home runtime (juniorllm memory backends, local net)
BitNet-Intel/ Agentic workflows, Second Brain, ModelRouter
SwiftApp/ Hardforked modular SwiftUI client
web3node/ Decentralized tx node (pairs with JuniorStock / JuniorSolana)
packs/ Drop-in packs (JuniorTheoryCU, ForumMesh, local BitNet net)
deployment/ Docker / compose / self-host
docs/ Product maps — start at docs/ECOSYSTEM_OVERVIEW.md

Source of truth for the local LLM suite + JuniorOS overlay + AIE + overnight job: cloudcover95/JuniorLLM (docs/BETA_TO_OS.md, rails/linux/, junior_aie/). Overnight: Grok Automations JuniorCloud overnight build daily America/Denver. See docs/ECOSYSTEM_SYNC.md.

Layers (Jun 2026 map, still the stack)

  1. BitNet-mlx — ternary math + inference — cloudcover95/BitNet-mlx
  2. BitNet-Intel / AGI_SDK — agents, router, Second Brain — cloudcover95/AGI_SDK
  3. MCP orchestration — devices on the home node
  4. Clients — SwiftApp here + JuniorDrive robotics / VR

Custom LLMs stay the model of record. Automations only push additive git.

Ecosystem standings — 2026-09-09

Months of work across cloudcover95/Junior* (Apr → Sep 2026). Hub created 2026-04-19.

Core compute

Repo Job
BitNet-mlx W ∈ {-1,0,1}, AbsMean, DynamicBitLinear, Metal / MLX
AGI_SDK Shared BitNet-Intel, WorkflowEngine, ModelRouter
JuniorLLM Suite + OS overlay + AIE + Grok bot rails
JuniorPython-Suite Local workflow UI, importlib registry, BitNet runner
JuniorPiThon Pi + Apple Silicon IDE / runtime
JuniorOmega LiDAR / TrueDepth → Blender / G-code spatial stack

Money + mesh

Repo Job
JuniorStock 45 W quant SDK, UniversalAssetNode, Web3Node fuse
JuniorSolana / JuniorSOL Solana-native hardfork
packs/junior_theory_cu Community fund + ForumMesh gossip + local ledger (not NCUA)

Field + people

Repo Job
JuniorClimbs StoneField 0.9.3-beta, NavMesh, CrowdMesh
JuniorCoach Local-first rosters, practice, PT timelines
JuniorAstra Fourth JuniorLLM portal — open Astra runtime, not GPT-6 weights

StoneField health probe (2026-08): 5 Front Range fields, 31 nodes, 6 arenas, 1 camp. 24/24 engine tests 2026-08-30. Covenant: no public private-land pins without owner word.

Games (drop-in only)

FrameForge is a local game, not the home clock. Do not boot Unreal on the 45 W envelope. BitNet scores CPU intent; float sim owns stocks / blast.

Surface URL
itch 2D https://cloudcover95.itch.io/frameforge2d
2D kernel https://github.com/cloudcover95/FrameForge2D
studio + UE 0.4.2 https://github.com/cloudcover95/FrameForge

Copy FrameForge/juniorhome/FrameForge2D into apps/ and serve loopback :8765.

Philosophy

  • Local-first. Sovereign. No Gumroad / Notion spine.
  • Ternary x 3.0 + larger models when the box allows.
  • Core → Intel → orchestration → clients.
  • This repo orchestrates. It does not vendor every tree.

Next

  • Self-host / k3s runbooks in deployment/
  • SwiftApp parity with the Python home
  • MCP + BitNet-Intel production orchestration
  • JuniorDrive sim-to-real
  • Keep games on the 2D loopback; Unreal stays a studio presenter

JuniorCloud LLC · MIT