diff --git a/anchor/app.py b/anchor/app.py
index 17fd39f..00f9266 100644
--- a/anchor/app.py
+++ b/anchor/app.py
@@ -198,7 +198,8 @@ def load_config():
     user_config_path = os.path.join(
         os.environ['HOME'], '.config', 'anchor', 'config.json')
 
-    sys_config_path = os.path.join(os.sep, 'etc', 'anchor', 'config.json')
+    prefix = os.environ.get('VIRTUAL_ENV', os.sep)
+    sys_config_path = os.path.join(prefix, 'etc', 'anchor', 'config.json')
 
     if 'registration_authority' not in jsonloader.conf.config:
         config_path = ""
diff --git a/config.py b/anchor/config.py
similarity index 97%
rename from config.py
rename to anchor/config.py
index f9fe12a..e0dad12 100644
--- a/config.py
+++ b/anchor/config.py
@@ -1,6 +1,6 @@
 server = {
     'port': '5016',
-    'host': '0.0.0.0'
+    'host': '0.0.0.0'  # nosec
 }
 
 # Pecan Application Configurations
diff --git a/bin/anchor b/bin/anchor
new file mode 100755
index 0000000..cb03733
--- /dev/null
+++ b/bin/anchor
@@ -0,0 +1,43 @@
+#!/bin/sh
+
+if [ "$1" = "-h" -o "$1" = "--help" ] ; then
+    echo "Usage: [PY=optional/path/python] $0"
+    echo
+    echo "Run Anchor with default uwsgi settings. It will spawn 4 workers"
+    echo "and use either the default reachable 'python' or one defined in the"
+    echo "\$PY variable."
+    echo
+    exit 0
+fi
+
+if ! which uwsgi > /dev/null ; then
+    echo "You need to install uwsgi to run anchor using this script."
+    exit 1
+fi
+
+PY=${PY:-python}
+
+if ! [ -x "$PY" ] ; then
+    if ! [ -x "$(which "$PY")" ] ; then
+        echo "Python interpreter not found (use PY variable to specify)."
+        exit 1
+    fi
+fi
+
+STR="import pkg_resources; print(pkg_resources.get_distribution('anchor').location)"
+PKG_PATH=$("$PY" -c "$STR")
+
+if ! [ -d "$PKG_PATH" ] ; then
+    echo "Cannot find installed anchor package."
+    exit 1
+fi
+
+if [ -z "$VIRTUAL_ENV" ]; then
+    OPTS="-p 4"
+else
+    OPTS="--venv ""${VIRTUAL_ENV}"" -p 4"
+fi
+
+uwsgi --http-socket :5016 \
+    --pecan "${PKG_PATH}/anchor/config.py" \
+    ${OPTS}
diff --git a/bin/anchor_production b/bin/anchor_production
deleted file mode 100755
index b91abd4..0000000
--- a/bin/anchor_production
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/sh
-VENV=$1
-
-[ -n "$VENV" ] || ( echo "provide virtual env path as parameter" && exit 1 )
-
-"$VENV/bin/uwsgi" --http-socket :5000 --venv "$VENV" --pecan config.py -p 4
diff --git a/setup.cfg b/setup.cfg
index 7d2a4c3..5fe1183 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -57,11 +57,10 @@ anchor.fixups =
 data_files =
     etc/anchor =
         config.json
-        config.py
 packages =
     anchor
 scripts =
-    bin/anchor_production
+    bin/anchor
     bin/anchor_debug
 
 [bdist_wheel]
diff --git a/tests/controllers/test_app.py b/tests/controllers/test_app.py
index 72ffdc1..6c5bab0 100644
--- a/tests/controllers/test_app.py
+++ b/tests/controllers/test_app.py
@@ -16,6 +16,7 @@
 
 
 import json
+import os
 import stat
 import unittest
 
@@ -247,7 +248,9 @@ class TestApp(tests.DefaultConfigMixin, unittest.TestCase):
 
     @mock.patch('anchor.jsonloader.conf.load_file_data')
     def test_config_paths_system(self, conf):
-        ret = lambda x: True if x == '/etc/anchor/config.json' else False
+        path = os.path.join(os.environ.get('VIRTUAL_ENV', os.sep),
+                            'etc/anchor/config.json')
+        ret = lambda x: x == path
         with mock.patch('os.path.isfile', ret):
             app.load_config()
-            conf.assert_called_with('/etc/anchor/config.json')
+            conf.assert_called_with(path)
diff --git a/tests/test_functional.py b/tests/test_functional.py
index 011c0ff..b05b7f9 100644
--- a/tests/test_functional.py
+++ b/tests/test_functional.py
@@ -26,9 +26,9 @@ import pecan
 from pecan import testing as pecan_testing
 import stevedore
 
+from anchor import config
 from anchor import jsonloader
 from anchor.X509 import certificate as X509_cert
-import config
 import tests