diff --git a/docs/contribute/source/docker.md b/docs/contribute/source/docker.md
index 467f2eba..598d031b 100644
--- a/docs/contribute/source/docker.md
+++ b/docs/contribute/source/docker.md
@@ -4,18 +4,50 @@ sidebar_position: 2
 
 # Docker Images for Building WasmEdge
 
-WasmEdge supports a wide range of Linux distributions dated back to 2014. The official release contains statically linked binaries and libraries for older Linux systems.
+You can pull a Docker image with the following command to [build WasmEdge from source](build_from_src.md).
 
-The table below shows build targets in WasmEdge's official release packages.
+```bash
+docker pull wasmedge/wasmedge:{tag_name}
+```
 
-Developers can use the `docker pull wasmedge/wasmedge:{tag_name}` command to pull the docker image for WasmEdge building.
+## Weekly-Built Docker Images
 
-| tag name | arch | based operating system | LLVM version | ENVs | compatibility | comments |
+Images listed below are used in WasmEdge CI workflows for testing and/or release. All of them contain preinstalled dependencies for building WasmEdge (core).
+
+| `{tag name}` | Arch | Based OS | LLVM version | ENVs | Compatibility | Description |
 | --- | --- | --- | --- | --- | --- | --- |
-| `latest` | x86_64 | Ubuntu 22.04 LTS | 15.0.7 | CC=clang, CXX=clang++ | Ubuntu 22.04+ | This is for CI, will always use the latest Ubuntu LTS release |
-| `ubuntu-build-gcc` | x86_64 | Ubuntu 22.04 LTS | 15.0.7 | CC=gcc, CXX=g++ | Ubuntu 22.04+ | This is for CI, will always use the latest Ubuntu LTS release |
-| `ubuntu-build-clang` | x86_64 | Ubuntu 22.04 LTS | 15.0.7 | CC=clang, CXX=clang++ | Ubuntu 22.04+ | This is for CI, will always use the latest Ubuntu LTS release |
-| `ubuntu2004_x86_64` | x86_64 | Ubuntu 20.04 LTS | 10.0.0 | CC=gcc, CXX=g++ | Ubuntu 20.04+ | This is for developers who familiar with Ubuntu 20.04 LTS release |
-| `ubuntu2104_armv7l` | armhf | Ubuntu 21.04 | 12.0.0 | CC=gcc, CXX=g++ | Ubuntu 21.04+ | This is for armhf release |
-| `manylinux2014_x86_64` | x86_64 | CentOS 7, 7.9.2009 | 16.0.5 | CC=gcc, CXX=g++ | Ubuntu 16.04+, CentOS 7+ | This is for developers who familiar with CentOS on x86_64 architecture |
-| `manylinux2014_aarch64` | aarch64 | CentOS 7, 7.9.2009 | 16.0.5 | CC=gcc, CXX=g++ | Ubuntu 16.04+, CentOS 7+ | This is for developers who familiar with CentOS on aarch64 architecture |
+| `latest` | x86_64 | Ubuntu 24.04 LTS | 18.1.3 | CC=clang, CXX=clang++ | Ubuntu 24.04+ | Latest Ubuntu LTS, currently Ubuntu 24.04 LTS |
+| `ubuntu-build-clang` | x86_64 | Ubuntu 24.04 LTS | 18.1.3 | CC=clang, CXX=clang++ | Ubuntu 24.04+ | `latest` with `clang` as the default toolchain |
+| `ubuntu-build-gcc` | x86_64 | Ubuntu 24.04 LTS | 18.1.3 | CC=gcc, CXX=g++ | Ubuntu 24.04+ | `latest` with `gcc` as the default toolchain |
+| `ubuntu-20.04` | x86_64 | Ubuntu 20.04 LTS | 12.0.0 | CC=clang, CXX=clang++ | Ubuntu 20.04+ | Ubuntu 20.04 LTS |
+| `ubuntu-20.04-build-clang` | x86_64 | Ubuntu 20.04 LTS | 12.0.0 | CC=clang, CXX=clang++ | Ubuntu 20.04+ | `ubuntu-20.04` with `clang` as the default toolchain |
+| `ubuntu-20.04-build-gcc` | x86_64 | Ubuntu 20.04 LTS | 12.0.0 | CC=gcc, CXX=g++ | Ubuntu 20.04+ | `ubuntu-20.04` with `gcc` as the default toolchain |
+| `ubuntu-20.04-aarch64` | aarch64 | Ubuntu 20.04 LTS | 12.0.0 | CC=clang, CXX=clang++ | Ubuntu 20.04+ | `ubuntu-20.04` for aarch64 |
+| `manylinux_2_28_x86_64` | x86_64 | AlmaLinux 8.10 | 17.0.6 || Ubuntu 20.04+, CentOS 8.4+ | manylinux_2_28 for x86_64 |
+| `manylinux_2_28_aarch64` | aarch64 | AlmaLinux 8.10 | 17.0.6 || Ubuntu 20.04+, CentOS 8.4+ | manylinux_2_28 for aarch64 |
+
+Images that end with `-plugins-deps` contain extra dependencies for building plugins.
+
+| `{tag name}` | Arch | Based OS | LLVM version | Base Image |
+| --- | --- | --- | --- | --- |
+| `ubuntu-build-clang-plugins-deps` | x86_64 | Ubuntu 24.04 LTS | 18.1.3 | `ubuntu-build-clang` |
+| `ubuntu-build-gcc-plugins-deps` | x86_64 | Ubuntu 24.04 LTS | 18.1.3 | `ubuntu-build-gcc` |
+| `ubuntu-20.04-build-clang-plugins-deps` | x86_64 | Ubuntu 20.04 LTS | 12.0.0 | `ubuntu-build-clang` |
+| `ubuntu-20.04-build-gcc-plugins-deps` | x86_64 | Ubuntu 20.04 LTS | 12.0.0 | `ubuntu-build-gcc` |
+| `manylinux_2_28_x86_64-plugins-deps` | x86_64 | AlmaLinux 8.10 | 17.0.6 | `manylinux_2_28_x86_64` |
+| `manylinux_2_28_aarch64-plugins-deps` | aarch64 | AlmaLinux 8.10 | 17.0.6 | `manylinux_2_28_aarch64` |
+
+## Deprecated Docker Images
+
+Images listed below are no longer maintained but still available.
+
+| `{tag name}` | Arch | Based OS | LLVM version | ENVs | Compatibility | Note |
+| --- | --- | --- | --- | --- | --- | --- |
+| `ubuntu2004_x86_64` | x86_64 | Ubuntu 20.04 LTS | 10.0.0 | CC=gcc, CXX=g++ | Ubuntu 20.04+ ||
+| `ubuntu2104_armv7l` | armhf | Ubuntu 21.04 | 12.0.0 | CC=gcc, CXX=g++ | Ubuntu 21.04+ ||
+| `manylinux2014_x86_64` | x86_64 | CentOS 7, 7.9.2009 | 17.0.6 || Ubuntu 16.04+, CentOS 7+ | Deprecated[¹] |
+| `manylinux2014_aarch64` | aarch64 | CentOS 7, 7.9.2009 | 17.0.6 || Ubuntu 16.04+, CentOS 7+ | Deprecated[¹] |
+
+- [¹] Deprecation notice of CentOS 7 at [WasmEdge#3154](https://github.com/WasmEdge/WasmEdge/discussions/3154)
+
+[¹]: https://github.com/WasmEdge/WasmEdge/discussions/3154