diff --git a/.github/workflows/edges.yml b/.github/workflows/edges.yml
new file mode 100644
index 0000000..d564a63
--- /dev/null
+++ b/.github/workflows/edges.yml
@@ -0,0 +1,42 @@
+name: Edges
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron:  '7 */5 * * *'
+
+jobs:
+  updateEdges:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Build
+        run: cargo build --verbose --release
+      - name: Download safes
+        run: ./download_safes.py
+      - name: Convert to binary
+        run: |
+          cargo run --release --bin convert -- --safes-json safes.json --edges-bin edges.dat
+          mv edges.dat /tmp/
+      - name: Push to gh-pages
+        env:
+          DEPLOY_KEY: ${{ secrets.DEPLOY_KEY }}
+        run: |
+          git config --local user.email "chris@ethereum.org"
+          git config --local user.name "chriseth_automation"
+          git remote set-url origin "$(git config --get remote.origin.url | sed 's#http.*com/#git@github.com:#g')"
+          eval `ssh-agent -t 60 -s`
+          ssh-add - <<< "${{ secrets.DEPLOY_KEY }}"
+          mkdir -p ~/.ssh/
+          ssh-keyscan github.com >> ~/.ssh/known_hosts
+
+          git fetch
+          git checkout -B gh-pages origin/main
+          git clean -f -d
+          mv /tmp/edges.dat ./
+          git add edges.dat
+          git commit -m "Add edges."
+
+          git push -f origin gh-pages
+          ssh-agent -k
\ No newline at end of file
diff --git a/download_safes.py b/download_safes.py
new file mode 100755
index 0000000..3862838
--- /dev/null
+++ b/download_safes.py
@@ -0,0 +1,43 @@
+#!/usr/bin/python3
+
+import sys
+import requests
+import json
+
+blockNumber =requests.get('https://blockscout.com/poa/xdai/api?module=block&action=eth_block_number').json()['result']
+
+query="""{
+    id
+    organization
+    outgoing { limit limitPercentage canSendToAddress userAddress }
+    incoming { limit limitPercentage canSendToAddress userAddress }
+    balances { amount token { id owner { id } } }
+}""".replace('\n', ' ')
+
+#API='https://graph.circles.garden/subgraphs/name/CirclesUBI/circles-subgraph'
+API='https://api.thegraph.com/subgraphs/name/circlesubi/circles'
+
+
+lastID = 0
+count = 1000
+safes = []
+success = False
+for totalTries in range(500):
+    print("ID: %s" % lastID)
+    result = requests.post(API, data='{"query":"{ safes( orderBy: id, first: %d, where: { id_gt: \\"%s\\" } ) %s }"}' % (count, lastID, query)).json()
+    if 'errors' in result:
+        continue
+    if 'data' not in result or 'safes' not in result['data'] or len(result['data']['safes']) == 0:
+        print("Last response:")
+        print(result)
+        success = True
+        break
+    print("Got %d safes..." % len(result['data']['safes']))
+    safes += result['data']['safes']
+    lastID = result['data']['safes'][-1]['id']
+if not success:
+    print("Too many failures or requests.")
+    sys.exit(1)
+
+
+json.dump({'blockNumber': blockNumber, 'safes': safes}, open('safes.json', 'w'))