diff --git a/CMakeLists.txt b/CMakeLists.txt
index d55d3a9ee..8cf50d70b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -156,6 +156,12 @@ file(MAKE_DIRECTORY ${BIN})
 set (GENERATED_DIR ${CMAKE_BINARY_DIR}/generated)
 file(MAKE_DIRECTORY ${GENERATED_DIR})
 
+# Generate Source Link JSON so debuggers can fetch source from GitHub (pipeline builds only)
+if (DEFINED PIPELINE_BUILD_ID)
+    set(SOURCELINK_JSON "${GENERATED_DIR}/sourcelink.json")
+    file(WRITE "${SOURCELINK_JSON}" "{\"documents\":{\"${CMAKE_SOURCE_DIR}/*\":\"https://raw.githubusercontent.com/microsoft/WSL/${COMMIT_HASH}/*\"}}")
+endif()
+
 set(PACKAGE_CERTIFICATE ${GENERATED_DIR}/dev-cert.pfx)
 file(CREATE_LINK ${WSL_DEVICE_HOST_SOURCE_DIR}/bin/${TARGET_PLATFORM}/wsldevicehost.dll ${BIN}/wsldevicehost.dll)
 file(CREATE_LINK ${WSLG_SOURCE_DIR}/${TARGET_PLATFORM}/${WSLG_TS_PLUGIN_DLL} ${BIN}/${WSLG_TS_PLUGIN_DLL})
@@ -232,6 +238,10 @@ set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /Zi /guard:cf /Qspectre"
 # Linker flags
 set(CMAKE_SHARED_LINKER_FLAGS_RELEASE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE} /debug:full /debugtype:cv,fixup /guard:cf /DYNAMICBASE")
 set(CMAKE_EXE_LINKER_FLAGS_RELEASE "${CMAKE_EXE_LINKER_FLAGS_RELEASE} /debug:full /debugtype:cv,fixup /guard:cf /DYNAMICBASE")
+if (DEFINED SOURCELINK_JSON)
+    set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} /SOURCELINK:\"${SOURCELINK_JSON}\"")
+    set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} /SOURCELINK:\"${SOURCELINK_JSON}\"")
+endif()
 if (${TARGET_PLATFORM} STREQUAL "x64")
     set(CMAKE_SHARED_LINKER_FLAGS_RELEASE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE} /CETCOMPAT")
     set(CMAKE_EXE_LINKER_FLAGS_RELEASE "${CMAKE_EXE_LINKER_FLAGS_RELEASE} /CETCOMPAT")