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LowLevel.jl — Project Topology

System Architecture

                        ┌─────────────────────────────────────────┐
                        │          HARDWARE / BARE METAL          │
                        ├─────────────────────────────────────────┤
                        │  ┌────────────┐      ┌────────────┐     │
                        │  │ CPU (AVX)  │ ◀──▶ │ GPU (CUDA) │     │
                        │  │ (Zen/Core) │      │ (Metal/ROC)│     │
                        │  └─────▲──────┘      └─────▲──────┘     │
                        │        │                   │            │
                        │  ┌─────┴──────┐      ┌─────┴──────┐     │
                        │  │  NPU / TPU │      │  QPU / PPU │     │
                        │  │ (Tensor)   │      │ (Quantum)  │     │
                        │  └─────▲──────┘      └─────▲──────┘     │
                        │        │                   │            │
                        └────────┼───────────────────┼────────────┘
                                 │                   │
                                 ▼                   │
                        ┌────────────────────────────┼────────────┐
                        │           ORCHESTRATION LAYER           │
                        ├─────────────────────────────────────────┤
                        │  ┌──────────────────┐      ┌──────────┐ │
                        │  │   LowLevel.jl    │      │ Resilence│ │
                        │  │  (Orchestrator)  │ ───▶ │ (Healing)│ │
                        │  └────────┬─────────┘      └─────┬────┘ │
                        │           │                      │      │
                        │  ┌────────▼─────────┐      ┌─────▼────┐ │
                        │  │   Topology       │      │ Diagnost.│ │
                        │  │   Mapping        │ ◀──▶ │ (Telemet)│ │
                        │  └────────┬─────────┘      └─────┬────┘ │
                        │           │                      │      │
                        │  ┌────────▼─────────┐      ┌─────▼────┐ │
                        │  │   Multi-Lang     │      │ ASM /    │ │
                        │  │   Bridges        │ ───▶ │ Intrinsic│ │
                        │  └──────────────────┘      └──────────┘ │
                        └──────────────────────┬──────────────────┘
                                               │
                        ┌──────────────────────▼──────────────────┐
                        │         REPO INFRASTRUCTURE             │
                        │  src/hardware.jl (Detection)            │
                        │  .github/workflows/ (RSR Gate)          │
                        │  Project.toml                           │
                        └─────────────────────────────────────────┘

Completion Dashboard

COMPONENT                          STATUS              NOTES
─────────────────────────────────  ──────────────────  ─────────────────────────────────
HARDWARE DISPATCH
  CPU (AVX-512/Zen)                 ██████████ 100%    Optimized kernels complete
  GPU (CUDA/ROCm/Metal)             █████████░  90%    Unified interface verified
  NPU/TPU Support                   ████████░░  80%    Dedicated paths functional
  QPU/PPU Abstractions              ██████░░░░  60%    Hybrid layers in progress

RESILIENCE & TOPOLOGY
  Topology Mapping                  ██████████ 100%    NUMA & Cache boundary awareness
  Self-Healing (Healing)            ████████░░  80%    Kernel hot-swapping implemented
  Diagnostics & Telemetry           ██████████ 100%    Real-time cycle monitoring

BRIDGES & SYSTEMS
  Rust/Zig Bridges                  ██████████ 100%    Safe systems integration
  Idris/F# Bridges                  ██████░░░░  60%    Formal FFI in progress
  ASM (x86/ARM/RISC-V)              █████████░  90%    Multi-arch intrinsics

REPO INFRASTRUCTURE
  Hardware Detection                ██████████ 100%    Feature detection logic
  .github/workflows/ (CI)           ██████████ 100%    RSR standard compliance

─────────────────────────────────────────────────────────────────────────────
OVERALL:                            ████████░░  ~85%   Peak System (Stabilizing)

Key Dependencies

Topology Mapping ──────► Hardware Dispatch ──────► LowLevel.jl
                                                     │
ASM / Intrinsics ──────► Multi-Lang Bridges ─────────┤
                                                     │
Diagnostics ───────────► Self-Healing ───────────► COMPLETE

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