diff --git a/apps/open-swe/package.json b/apps/open-swe/package.json
index 5b38bc4c..a9d79135 100644
--- a/apps/open-swe/package.json
+++ b/apps/open-swe/package.json
@@ -20,6 +20,7 @@
     "test:int": "node --experimental-vm-modules node_modules/jest/bin/jest.js --config jest.config.js --testPathPattern=int.test.ts",
     "test:single": "NODE_OPTIONS=--experimental-vm-modules yarn run jest --config jest.config.js --testTimeout 100000",
     "eval:single": "NODE_OPTIONS=--experimental-vm-modules yarn run vitest --config ls.vitest.config.ts --run",
+    "get-trace-urls": "tsx scripts/get-trace-urls.ts",
     "postinstall": "turbo build"
   },
   "dependencies": {
diff --git a/apps/open-swe/scripts/get-trace-urls.ts b/apps/open-swe/scripts/get-trace-urls.ts
new file mode 100644
index 00000000..482d2919
--- /dev/null
+++ b/apps/open-swe/scripts/get-trace-urls.ts
@@ -0,0 +1,110 @@
+/* eslint-disable no-console */
+import "dotenv/config";
+import { Client } from "@langchain/langgraph-sdk";
+import { ManagerGraphState } from "@open-swe/shared/open-swe/manager/types";
+import { PlannerGraphState } from "@open-swe/shared/open-swe/planner/types";
+
+interface TraceUrls {
+  managerTraceUrl: string;
+  plannerTraceUrl: string;
+  programmerTraceUrl: string;
+}
+
+/**
+ * Get the trace URLs for a given manager thread ID.
+ * @param managerThreadId The ID of the manager thread.
+ * @returns The trace URLs for the manager, planner, and programmer.
+ */
+async function getTraceUrls(managerThreadId: string): Promise<TraceUrls> {
+  const {
+    LANGGRAPH_API_URL: apiUrl,
+    LANGCHAIN_API_KEY: apiKey,
+    LANGSMITH_WORKSPACE_ID: orgId,
+    LANGSMITH_PROJECT_ID: projectId,
+  } = process.env;
+
+  const missing = [apiUrl, apiKey, orgId, projectId]
+    .map((val, i) =>
+      !val
+        ? [
+            "LANGGRAPH_API_URL",
+            "LANGCHAIN_API_KEY",
+            "LANGSMITH_WORKSPACE_ID",
+            "LANGSMITH_PROJECT_ID",
+          ][i]
+        : null,
+    )
+    .filter(Boolean);
+
+  if (missing.length) {
+    throw new Error(
+      `Missing required environment variables: ${missing.join(", ")}`,
+    );
+  }
+
+  const client = new Client({
+    apiUrl: apiUrl!,
+    apiKey: apiKey!,
+    defaultHeaders: {
+      "x-auth-scheme": "langsmith",
+    },
+  });
+  const constructUrl = (runId: string) =>
+    `https://smith.langchain.com/o/${orgId}/projects/p/${projectId}/r/${runId}`;
+
+  const [managerRuns, managerState] = await Promise.all([
+    client.runs.list(managerThreadId),
+    client.threads.getState<ManagerGraphState>(managerThreadId),
+  ]);
+
+  const managerRunId = managerRuns?.[0]?.run_id;
+  if (!managerRunId) {
+    throw new Error("Unable to find run ID for manager thread.");
+  }
+
+  const result: TraceUrls = {
+    managerTraceUrl: constructUrl(managerRunId),
+    plannerTraceUrl: "",
+    programmerTraceUrl: "",
+  };
+
+  const plannerSession = managerState.values.plannerSession;
+  if (!plannerSession?.runId || !plannerSession?.threadId) {
+    return result;
+  }
+
+  result.plannerTraceUrl = constructUrl(plannerSession.runId);
+
+  const plannerState = await client.threads.getState<PlannerGraphState>(
+    plannerSession.threadId,
+  );
+  const programmerSession = plannerState.values.programmerSession;
+
+  if (programmerSession?.runId && programmerSession?.threadId) {
+    result.programmerTraceUrl = constructUrl(programmerSession.runId);
+  }
+
+  return result;
+}
+
+// Make script executable
+if (import.meta.url === `file://${process.argv[1]}`) {
+  const managerThreadId = process.argv[2];
+
+  if (!managerThreadId) {
+    console.error("Usage: yarn get-trace-urls <manager-thread-id>");
+    process.exit(1);
+  }
+
+  getTraceUrls(managerThreadId)
+    .then((urls) => {
+      console.log("\n🔗 Trace URLs:");
+      console.log(`Manager:    ${urls.managerTraceUrl}`);
+      console.log(`Planner:    ${urls.plannerTraceUrl || "Not available"}`);
+      console.log(`Programmer: ${urls.programmerTraceUrl || "Not available"}`);
+    })
+    .catch((error) => {
+      console.error("❌ Error:", error.message);
+      process.exit(1);
+    });
+}