diff --git a/docker/Dockerfile.dev b/docker/Dockerfile.dev
index 6faa6ffe2..20f99c8ff 100644
--- a/docker/Dockerfile.dev
+++ b/docker/Dockerfile.dev
@@ -21,6 +21,7 @@ RUN apt-get update && apt-get install -y \
     pkg-config \
     libssl-dev \
     bear \
+    ccache \
     && apt install -y rdma-core infiniband-diags openssh-server perftest ibverbs-providers libibumad3 libibverbs1 libnl-3-200 libnl-route-3-200 librdmacm1 \
     && rm -rf /var/lib/apt/lists/* \
     && apt-get clean
@@ -44,6 +45,7 @@ RUN python3 -m pip install --no-cache-dir \
     black \
     isort \
     icdiff \
+    uv \
     pre-commit
 
 # Install diff-so-fancy
diff --git a/sgl-kernel/CMakeLists.txt b/sgl-kernel/CMakeLists.txt
index 259baee50..d1292edc9 100644
--- a/sgl-kernel/CMakeLists.txt
+++ b/sgl-kernel/CMakeLists.txt
@@ -58,6 +58,14 @@ FetchContent_Declare(
 )
 FetchContent_Populate(repo-flash-attention)
 
+# ccache option
+option(ENABLE_CCACHE "Whether to use ccache" ON)
+find_program(CCACHE_FOUND ccache)
+if(CCACHE_FOUND AND ENABLE_CCACHE AND DEFINED ENV{CCACHE_DIR})
+    message(STATUS "Building with CCACHE enabled")
+    set_property(GLOBAL PROPERTY RULE_LAUNCH_COMPILE "ccache")
+    set_property(GLOBAL PROPERTY RULE_LAUNCH_LINK "ccache")
+endif()
 
 include_directories(
     ${PROJECT_SOURCE_DIR}/include
diff --git a/sgl-kernel/README.md b/sgl-kernel/README.md
index 9f3a9e1c3..73a7a0756 100644
--- a/sgl-kernel/README.md
+++ b/sgl-kernel/README.md
@@ -144,6 +144,18 @@ Note:
 
 The `sgl-kernel` is rapidly evolving. If you experience a compilation failure, try using `make rebuild`.
 
+#### Build with [ccache](https://github.com/ccache/ccache)
+```bash
+# or `yum install -y ccache`.
+apt-get install -y ccache
+# Building with ccache is enabled when ccache is installed and CCACHE_DIR is set.
+export CCACHE_DIR=/path/to/your/ccache/dir
+export CCACHE_BACKEND=""
+export CCACHE_KEEP_LOCAL_STORAGE="TRUE"
+unset CCACHE_READONLY
+python -m uv build --wheel -Cbuild-dir=build --color=always .
+```
+
 ### Testing & Benchmarking
 
 1. Add pytest tests in [tests/](https://github.com/sgl-project/sglang/tree/main/sgl-kernel/tests)