diff --git a/lua/config/autosource.lua b/lua/config/autosource.lua
new file mode 100644
index 0000000..2c6534e
--- /dev/null
+++ b/lua/config/autosource.lua
@@ -0,0 +1,3 @@
+local user = os.getenv("USER")
+vim.g.autosource_hashdir = '/home/'..user..'/.cache/vim-autosource/hashes'
+
diff --git a/lua/options.lua b/lua/options.lua
index 84db9d9..42a2b69 100644
--- a/lua/options.lua
+++ b/lua/options.lua
@@ -40,10 +40,6 @@ opt('clipboard', 'unnamedplus')
 -- Amount of time after which while typing mapping will be canceled
 opt('timeoutlen', 300)
 
--- Load external project specific configs
-opt('exrc', true)
-opt('secure', true)
-
 -- How whitespace characters should be displayed
 opt('listchars', [[space:.,eol:$,tab:>-]])
 
diff --git a/lua/plugins.lua b/lua/plugins.lua
index b41d715..a960c67 100644
--- a/lua/plugins.lua
+++ b/lua/plugins.lua
@@ -167,6 +167,9 @@ local function usePlugins(use, use_rocks)
 
 	-- Status line and tab line
 	use { 'itchyny/lightline.vim', config = [[require 'config.lightline']]}
+
+	-- Load project specific settings from exrc
+	use { 'jenterkin/vim-autosource', config = [[require 'config.autosource']] }
 end
 
 -- Register custom commands for plugin manager