diff --git a/timmy-config/bin/load_cap_enforcer.py b/timmy-config/bin/load_cap_enforcer.py
index b6059ec..f3d79c5 100755
--- a/timmy-config/bin/load_cap_enforcer.py
+++ b/timmy-config/bin/load_cap_enforcer.py
@@ -125,9 +125,12 @@ def main():
             for iss in issues_sorted[:overflow]:
                 print(f"  - #{iss['number']}: {iss.get('title', '')[:50]}")
 
-    # Dry-run: show summary and exit
+    # Dry-run: just show summary and exit
     if args.dry_run:
         print("\n=== DRY RUN — no changes made ===")
+        # For dry-run, after = before (no changes)
+        for agent in by_agent:
+            by_agent[agent]["after"] = by_agent[agent]["before"]
         summary = build_summary(by_agent, unassignment_map)
         print("\n" + summary)
         if args.output:
@@ -135,26 +138,44 @@ def main():
             print(f"\nSummary written to {args.output}")
         return 0
 
-    # LIVE: perform unassignments and comments
+    # LIVE: perform unassignments and comments (concurrent)
     print("\n=== LIVE RUN — executing ===")
+    from concurrent.futures import ThreadPoolExecutor, as_completed
+    import threading
+    lock = threading.Lock()
+    tasks = []
     for agent, issues_to_unassign in unassignment_map.items():
         for iss in issues_to_unassign:
             issue_num = iss["number"]
             repo_name = next(
                 (r for r in REPOS if f"/{r}/issues/" in iss.get("html_url", "")), REPOS[0]
             )
-            # Unassign: PATCH with empty assignees
-            _, status = api("PATCH", f"/repos/{ORG}/{repo_name}/issues/{issue_num}", token, {"assignees": []})
-            if status not in (200, 201, 204):
-                print(f"  WARNING: unassign #{issue_num} failed (HTTP {status})")
-                continue
-            # Comment
-            comment_body = COMMENT_TEMPLATE.format(assignee=agent)
-            _, status = api("POST", f"/repos/{ORG}/{repo_name}/issues/{issue_num}/comments", token, {"body": comment_body})
-            if status not in (200, 201):
-                print(f"  WARNING: comment on #{issue_num} failed (HTTP {status})")
-            else:
-                print(f"  ✓ Unassigned & commented #{issue_num} ({repo_name})")
+            tasks.append((agent, issue_num, repo_name, iss))
+    print(f"Total unassignment tasks: {len(tasks)}")
+    def do_task(agent, issue_num, repo_name, iss):
+        # Unassign
+        _, status1 = api("PATCH", f"/repos/{ORG}/{repo_name}/issues/{issue_num}", token, {"assignees": []})
+        if status1 not in (200, 201, 204):
+            return (agent, issue_num, repo_name, False, f"unassign HTTP {status1}")
+        # Comment
+        comment_body = COMMENT_TEMPLATE.format(assignee=agent)
+        _, status2 = api("POST", f"/repos/{ORG}/{repo_name}/issues/{issue_num}/comments", token, {"body": comment_body})
+        if status2 not in (200, 201):
+            return (agent, issue_num, repo_name, True, f"unassigned but comment HTTP {status2}")
+        return (agent, issue_num, repo_name, True, "OK")
+    completed = 0
+    with ThreadPoolExecutor(max_workers=12) as executor:
+        futures = [executor.submit(do_task, a, n, r, i) for (a, n, r, i) in tasks]
+        for fut in as_completed(futures):
+            agent, num, repo, ok, msg = fut.result()
+            with lock:
+                completed += 1
+                if completed % 50 == 0:
+                    print(f"  Progress: {completed}/{len(tasks)}")
+                if ok:
+                    print(f"  ✓ #{num} ({repo})")
+                else:
+                    print(f"  ✗ #{num} ({repo}): {msg}")
 
     # Recompute after counts for summary
     print("\nRecomputing after counts ...")