diff --git a/README.md b/README.md
index 30f92d399..aca292e3e 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,25 @@
 
 A vanilla, up-to-date fork of [ComfyUI](https://github.com/comfyanonymous/comfyui) intended for long term support (LTS) from [AppMana](https://appmana.com) and [Hidden Switch](https://hiddenswitch.com).
 
+## Key Features and Differences
+
+This LTS fork enhances vanilla ComfyUI with enterprise-grade features, focusing on stability, ease of deployment, and scalability while maintaining full compatibility.
+
+### Deployment and Installation
+- **Pip and UV Installable:** Install via `pip` or `uv` directly from GitHub. No manual cloning required for users.
+- **Automatic Model Downloading:** Missing models (e.g., Stable Diffusion, FLUX, LLMs) are downloaded on-demand from Hugging Face or CivitAI.
+- **Docker and Containers:** First-class support for Docker and Kubernetes with optimized containers for NVIDIA and AMD.
+
+### Scalability and Performance
+- **Distributed Inference:** Run scalable inference clusters with multiple workers and frontends using RabbitMQ.
+- **Embedded Mode:** Use ComfyUI as a Python library (`import comfy`) inside your own applications without the web server.
+- **LTS Custom Nodes:** A curated set of "Installable" custom nodes (ControlNet, AnimateDiff, IPAdapter) optimized for this fork.
+
+### Enhanced Capabilities
+- **LLM Support:** Native support for Large Language Models (LLaMA, Phi-3, etc.) and multi-modal workflows.
+- **API and Configuration:** Enhanced API endpoints and extensive configuration options via CLI args, env vars, and config files.
+- **Tests:** Automated test suite ensuring stability for new features.
+
 ## Quickstart (Linux)
 
 ### UI Users
@@ -60,17 +79,21 @@ For developers contributing to the codebase or building on top of it.
 
 Full documentation is available in [docs/index.md](docs/index.md).
 
-### Table of Contents
+### Core
+- [Installation & Getting Started](docs/installing.md)
+- [Hardware Compatibility](docs/compatibility.md)
+- [Configuration](docs/configuration.md)
+- [Troubleshooting](docs/troubleshooting.md)
 
-- [New Features Compared to Upstream](docs/index.md#new-features-compared-to-upstream)
-- [Getting Started](docs/index.md#getting-started)
-    - [Installing](docs/index.md#installing)
-    - [Model Downloading](docs/index.md#model-downloading)
-- [LTS Custom Nodes](docs/index.md#lts-custom-nodes)
-- [Large Language Models](docs/index.md#large-language-models)
-- [Video Workflows](docs/index.md#video-workflows)
-- [Custom Nodes](docs/index.md#custom-nodes)
-- [Configuration](docs/index.md#configuration)
-- [API Usage](docs/index.md#using-comfyui-as-an-api--programmatically)
-- [Distributed / Multi-GPU](docs/index.md#distributed-multi-process-and-multi-gpu-comfy)
-- [Docker Compose](docs/index.md#docker-compose)
\ No newline at end of file
+### Features & Workflows
+- [Large Language Models](docs/llm.md)
+- [Video Workflows](docs/video.md) (AnimateDiff, SageAttention, etc.)
+- [Other Features](docs/other_features.md) (SVG, Ideogram)
+
+### Extending ComfyUI
+- [Custom Nodes](docs/custom_nodes.md) (Installing & Authoring)
+- [API Usage](docs/api.md) (Python, REST, Embedded)
+
+### Deployment
+- [Distributed / Multi-GPU](docs/distributed.md)
+- [Docker & Containers](docs/docker.md)
diff --git a/docs/compatibility.md b/docs/compatibility.md
new file mode 100644
index 000000000..d8cadeec5
--- /dev/null
+++ b/docs/compatibility.md
@@ -0,0 +1,84 @@
+# Hardware & Software Compatibility
+
+This project is rigorously tested on specific hardware and software configurations to ensure stability and performance.
+
+## Compatibility Matrix
+
+### Linux
+
+| Hardware | Python | CUDA / ROCm | PyTorch | Torch-TensorRT | Container Image | Status |
+| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
+| **NVIDIA RTX 3090** (24GB) | 3.12 | 12.9.1 | Latest | 2.8.0a0 | `nvcr.io/nvidia/pytorch:25.06-py3` | ✅ Automated |
+| **NVIDIA RTX 3090** (24GB) | 3.12 | 12.8.1 | Latest | 2.7.0a0 | `nvcr.io/nvidia/pytorch:25.03-py3` (LTS) | ✅ Automated |
+| **NVIDIA RTX 3090** (24GB) | 3.10 | 12.6.2 | Latest | 2.5.0a0 | `nvcr.io/nvidia/pytorch:24.10-py3` | ✅ Automated |
+| **NVIDIA RTX 3090** (24GB) | 3.10 | 12.3.2 | Latest | 2.2.0a0 | `nvcr.io/nvidia/pytorch:23.12-py3` | ✅ Automated |
+| **AMD RX 7600** (8GB) | 3.12 | ROCm 7.0 | 2.7.1 (Nightly) | N/A | `rocm/pytorch:rocm7.0_ubuntu24.04_py3.12_pytorch_release_2.7.1` | ✅ Automated |
+
+**AMD Note:** Automated testing for AMD uses a specific nightly build of PyTorch 2.7.1 optimized for RDNA 3 (`gfx110X`) from `https://rocm.nightlies.amd.com/v2/gfx110X-dgpu/`.
+
+### macOS
+
+| Hardware | Python | Acceleration | Status |
+| :--- | :--- | :--- | :--- |
+| **Apple Silicon** (M1/M2/M3) | 3.12 | MPS (Metal Performance Shaders) | ✅ Automated (macOS 14 Runner) |
+
+### Windows
+
+Windows support is manually verified.
+
+| Hardware | Python | CUDA | Drivers | PyTorch | Status |
+| :--- | :--- | :--- | :--- | :--- | :--- |
+| **NVIDIA RTX 3090** | 3.10 - 3.12 | 12.8 | 560+ | 2.7, 2.8, 2.9 | ✅ Manually Verified |
+
+## AMD ROCm Support for Other Architectures
+
+You can install ComfyUI with acceleration on other AMD architectures by pointing `uv` to the correct package index.
+
+### Architecture Table
+
+Find your GPU in the table below to determine the correct index URL.
+
+| Series | Models (Examples) | Architecture | Index URL |
+| :--- | :--- | :--- | :--- |
+| **RX 9000** | RX 9070 / XT, RX 9060 / XT | RDNA 4 (`gfx1200`, `gfx1201`) | `https://rocm.nightlies.amd.com/v2/gfx120X-all/` |
+| **RX 7000** | RX 7900 XTX, 7800 XT, 7600 | RDNA 3 (`gfx1100`, `gfx1101`, `gfx1102`) | `https://rocm.nightlies.amd.com/v2/gfx110X-all/` |
+| **RX 7000 (M)** | Radeon 780M (Laptop), 7700S | RDNA 3 (`gfx1103`) | `https://rocm.nightlies.amd.com/v2/gfx110X-all/` |
+| **Strix Halo** | Strix Halo iGPU | RDNA 3.5 (`gfx1151`) | `https://rocm.nightlies.amd.com/v2/gfx1151/` |
+| **Instinct** | MI300A, MI300X | CDNA 3 (`gfx942`) | `https://rocm.nightlies.amd.com/v2/gfx94X-dcgpu/` |
+| **Instinct** | MI350X, MI355X | CDNA 4 (`gfx950`) | `https://rocm.nightlies.amd.com/v2/gfx950-dcgpu/` |
+
+### Installation Examples
+
+Use `uv pip install` with the `--index-url` corresponding to your hardware.
+
+**RX 9000 Series (RDNA 4)**
+```bash
+uv pip install --index-url https://rocm.nightlies.amd.com/v2/gfx120X-all/ --pre torch torchaudio torchvision
+```
+
+**RX 7000 Series (RDNA 3)**
+```bash
+uv pip install --index-url https://rocm.nightlies.amd.com/v2/gfx110X-all/ --pre torch torchaudio torchvision
+```
+
+**RX 6000 Series (RDNA 2)**
+```bash
+uv pip install --torch-backend=auto --pre torch torchvision torchaudio
+```
+
+**RX 5000 Series (RDNA 1)**
+```bash
+uv pip install --torch-backend=auto --pre torch torchvision torchaudio
+```
+
+**Instinct MI300**
+```bash
+uv pip install --index-url https://rocm.nightlies.amd.com/v2/gfx94X-dcgpu/ --pre torch torchaudio torchvision
+```
+
+## Notes
+
+- **NVIDIA:** Automated testing uses official NVIDIA PyTorch containers to ensure compatibility with the latest deep learning stack.
+- **AMD:** Automated testing targets ROCm 7.0 on RDNA 3 architecture (RX 7000 series).
+- **macOS:** Tested on macOS 14 runners with Python 3.12 using the `mps` backend for acceleration.
+- **Windows:** While not part of the automated CI loop, Windows builds are manually verified against recent PyTorch and CUDA versions on standard consumer hardware.
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
index 2d3614326..a4306549b 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -2,6 +2,7 @@
 
 ## Core
 - [Installation & Getting Started](installing.md)
+- [Hardware Compatibility](compatibility.md)
 - [Configuration](configuration.md)
 - [Troubleshooting](troubleshooting.md)