diff --git a/Justfile b/Justfile
index 60a5dd8fb..34c08612c 100644
--- a/Justfile
+++ b/Justfile
@@ -45,18 +45,53 @@ run-ci-tests:
 
 path_prefix := "api/upgrades_info/"
 
+# Reads a graph on stdin, creates an SVG out of it and opens it with SVG-associated default viewer. Meant to be combined with one of the `get-graph-*` recipes.
+display-graph:
+	#!/usr/bin/env bash
+	required_tools=("xdg-open" "dot" "jq" "adfasdf")
+	for tool in "${required_tools[@]}"; do
+		type ${tool} >/dev/null 2>&1 || {
+			printf "ERROR: program '%s' not found, please install it.\n" "${tool}"
+			exit 1
+		}
+	done
 
-get-and-display-graph:
-	just get-graph-gb | jq -cM | {{invocation_directory()}}/hack/graph.sh | dot -Tsvg > graph.svg; xdg-open graph.svg
+	jq -cM . | {{invocation_directory()}}/hack/graph.sh | dot -Tsvg > graph.svg; xdg-open graph.svg
 
 run-graph-builder registry="https://quay.io" repository="openshift-release-dev/ocp-release" credentials_file="${HOME}/.docker/config.json":
 	#!/usr/bin/env bash
 	export RUST_BACKTRACE=1
-	export RUST_LOG="graph_builder=trace,graph-builder=trace,cincinnati=trace"
-	# export RUST_LOG="${RUST_LOG},dkregistry=trace"
-	# strace -f -D -o gb.strace.lol
-	cargo run --package graph-builder -- --service.pause_secs 30 --address 0.0.0.0 --registry {{registry}} --repository {{repository}} -vvv --service.path_prefix {{path_prefix}} --credentials-file {{credentials_file}} # --disable-quay-api-metadata
-
+	cargo run --package graph-builder -- -c <(cat <<'EOF'
+		verbosity = "vvv"
+
+		[service]
+		pause_secs = 9999999
+		address = "127.0.0.1"
+		port = 8080
+		path_prefix = "{{path_prefix}}"
+
+		[status]
+		address = "127.0.0.1"
+		port = 9080
+
+		[[plugin_settings]]
+		name="release-scrape-dockerv2"
+		registry = "{{registry}}"
+		repository = "{{repository}}"
+		fetch_concurrency=128
+		credentials_file = "{{credentials_file}}"
+
+		[[plugin_settings]]
+		name="quay-metadata"
+		repository="{{repository}}"
+
+		[[plugin_settings]]
+		name="node-remove"
+
+		[[plugin_settings]]
+		name="edge-add-remove"
+	EOF
+	)
 
 run-graph-builder-satellite:
 	just run-graph-builder 'sat-r220-02.lab.eng.rdu2.redhat.com' 'default_organization-custom-ocp'
diff --git a/docs/developer/developing.md b/docs/developer/developing.md
index d0ca52483..8516bdf7f 100644
--- a/docs/developer/developing.md
+++ b/docs/developer/developing.md
@@ -25,6 +25,8 @@ just run-graph-builder
 just run-policy-engine
 ```
 
+## Requesting the graph from the local instance
+
 `$ just get-graph-pe` can be run to get the graph from a local policy-engine instance.
 For example, to get the graph for the "stable-4.2" channel and the "amd64" architecture, run:
 
@@ -32,6 +34,12 @@ For example, to get the graph for the "stable-4.2" channel and the "amd64" archi
 just get-graph-pe "stable-4.2" "amd64"
 ```
 
+If you would like to visualize the result you can pipe the result through the _display-graph_ recipe as follows:
+
+```shell
+just get-graph-pe "stable-4.2" "amd64" | just display-graph
+```
+
 To get the graph from a local graph-builder instance, run:
 
 ```shell