diff --git a/infrastructure.org b/infrastructure.org
index 44c203d..d813f07 100644
--- a/infrastructure.org
+++ b/infrastructure.org
@@ -379,7 +379,44 @@ this file can be tangled to create the final ~main.tf~ file.
   terraform graph
 #+end_src
 
-#+begin_src dot :var g=tf-graph :file tf-graph.png :exports results
+#+name: tf-graph-li
+#+begin_src bash :results verbatim code
+  terraform graph
+#+end_src
+
+#+RESULTS: tf-graph-li
+#+begin_src bash
+digraph G {
+  rankdir = "RL";
+  node [shape = rect, fontname = "sans-serif"];
+  "data.aws_ami.server_ami" [label="data.aws_ami.server_ami"];
+  "data.cloudinit_config.config" [label="data.cloudinit_config.config"];
+  "aws_instance.dev_node" [label="aws_instance.dev_node"];
+  "aws_internet_gateway.mlsurvey_internet_gateway" [label="aws_internet_gateway.mlsurvey_internet_gateway"];
+  "aws_key_pair.mlsurvey_auth" [label="aws_key_pair.mlsurvey_auth"];
+  "aws_route.mlsurvey_default_route" [label="aws_route.mlsurvey_default_route"];
+  "aws_route_table.mlsurvey_public_rt" [label="aws_route_table.mlsurvey_public_rt"];
+  "aws_route_table_association.mlsurvey_public_assoc" [label="aws_route_table_association.mlsurvey_public_assoc"];
+  "aws_security_group.mlsurvey_sg" [label="aws_security_group.mlsurvey_sg"];
+  "aws_subnet.mlsurvey_public_subnet" [label="aws_subnet.mlsurvey_public_subnet"];
+  "aws_vpc.mlsurvey_vpc" [label="aws_vpc.mlsurvey_vpc"];
+  "aws_instance.dev_node" -> "data.aws_ami.server_ami";
+  "aws_instance.dev_node" -> "data.cloudinit_config.config";
+  "aws_instance.dev_node" -> "aws_key_pair.mlsurvey_auth";
+  "aws_instance.dev_node" -> "aws_security_group.mlsurvey_sg";
+  "aws_instance.dev_node" -> "aws_subnet.mlsurvey_public_subnet";
+  "aws_internet_gateway.mlsurvey_internet_gateway" -> "aws_vpc.mlsurvey_vpc";
+  "aws_route.mlsurvey_default_route" -> "aws_internet_gateway.mlsurvey_internet_gateway";
+  "aws_route.mlsurvey_default_route" -> "aws_route_table.mlsurvey_public_rt";
+  "aws_route_table.mlsurvey_public_rt" -> "aws_vpc.mlsurvey_vpc";
+  "aws_route_table_association.mlsurvey_public_assoc" -> "aws_route_table.mlsurvey_public_rt";
+  "aws_route_table_association.mlsurvey_public_assoc" -> "aws_subnet.mlsurvey_public_subnet";
+  "aws_security_group.mlsurvey_sg" -> "aws_vpc.mlsurvey_vpc";
+  "aws_subnet.mlsurvey_public_subnet" -> "aws_vpc.mlsurvey_vpc";
+}
+#+end_src
+
+#+begin_src dot :var g=tf-graph-li :file tf-graph.png :exports results
   $g
 #+end_src
 
diff --git a/tf-graph.png b/tf-graph.png
new file mode 100644
index 0000000..d0a6caf
Binary files /dev/null and b/tf-graph.png differ