diff --git a/README.md b/README.md
index c5c37972..47595d38 100644
--- a/README.md
+++ b/README.md
@@ -34,8 +34,9 @@ Open SWE is an open-source cloud-based coding agent built with [LangGraph](https
 Open SWE can be used in multiple ways:
 
 - 🖥️ **From the UI**. You can create, manage and execute Open SWE tasks from the [web application](https://swe.langchain.com). See the ['From the UI' page](https://docs.langchain.com/labs/swe/usage/ui) in the docs for more information.
-- 📝 **From GitHub**. You can start Open SWE tasks directly from GitHub issues simply by adding a label `open-swe`, or `open-swe-auto` (adding `-auto` will cause Open SWE to automatically accept the plan, requiring no intervention from you). See the ['From GitHub' page](https://docs.langchain.com/labs/swe/usage/github) in the docs for more information.
+- 📝 **From GitHub**. You can start Open SWE tasks directly from GitHub issues simply by adding a label `open-swe`, or `open-swe-auto` (adding `-auto` will cause Open SWE to automatically accept the plan, requiring no intervention from you). For enhanced performance on complex tasks, use `open-swe-max` or `open-swe-max-auto` labels which utilize Claude Opus 4 for both planning and programming. See the ['From GitHub' page](https://docs.langchain.com/labs/swe/usage/github) in the docs for more information.
 
 # Documentation
 
 To get started using Open SWE locally, see the [documentation here](https://docs.langchain.com/labs/swe/).
+
diff --git a/apps/docs/usage/github.mdx b/apps/docs/usage/github.mdx
index 20908e81..fc08b91f 100644
--- a/apps/docs/usage/github.mdx
+++ b/apps/docs/usage/github.mdx
@@ -13,7 +13,7 @@ Open SWE monitors GitHub issues for specific labels that trigger automated runs.
 
 ### Label Types
 
-Open SWE supports two types of labels that control how the agent operates:
+Open SWE supports three types of labels that control how the agent operates:
 
 **Manual Mode (`open-swe`)**
 
@@ -27,10 +27,19 @@ Open SWE supports two types of labels that control how the agent operates:
 - Provides faster turnaround for straightforward requests
 - Best for simple changes or when you trust the agent to proceed autonomously
 
+**Max Mode (`open-swe-max` and `open-swe-max-auto`)**
+
+- Uses Claude Opus 4 for both planning and programming tasks
+- Provides enhanced performance and reasoning capabilities for complex problems
+- `open-swe-max`: Requires manual plan approval with premium model performance
+- `open-swe-max-auto`: Combines automatic execution with premium model capabilities
+- Ideal for challenging tasks that benefit from the most advanced AI reasoning
+
 <Note>
-  In development environments, the labels are `open-swe-dev` and
-  `open-swe-auto-dev` respectively. The system automatically uses the
-  appropriate labels based on the `NODE_ENV` environment variable.
+  In development environments, the labels are `open-swe-dev`,
+  `open-swe-auto-dev`, `open-swe-max-dev`, and `open-swe-max-auto-dev`
+  respectively. The system automatically uses the appropriate labels based on
+  the `NODE_ENV` environment variable.
 </Note>
 
 ## Automatic Run Creation
diff --git a/apps/open-swe/src/routes/github/issue-webhook.ts b/apps/open-swe/src/routes/github/issue-webhook.ts
index d15674cf..66c8c34d 100644
--- a/apps/open-swe/src/routes/github/issue-webhook.ts
+++ b/apps/open-swe/src/routes/github/issue-webhook.ts
@@ -18,6 +18,8 @@ import { HumanMessage } from "@langchain/core/messages";
 import {
   getOpenSWEAutoAcceptLabel,
   getOpenSWELabel,
+  getOpenSWEMaxLabel,
+  getOpenSWEMaxAutoAcceptLabel,
 } from "../../utils/github/label.js";
 import { ManagerGraphUpdate } from "@open-swe/shared/open-swe/manager/types";
 import { RequestSource } from "../../constants.js";
@@ -92,19 +94,31 @@ webhooks.on("issues.labeled", async ({ payload }) => {
   if (!process.env.SECRETS_ENCRYPTION_KEY) {
     throw new Error("SECRETS_ENCRYPTION_KEY environment variable is required");
   }
-  const validOpenSWELabels = [getOpenSWELabel(), getOpenSWEAutoAcceptLabel()];
+  const validOpenSWELabels = [
+    getOpenSWELabel(),
+    getOpenSWEAutoAcceptLabel(),
+    getOpenSWEMaxLabel(),
+    getOpenSWEMaxAutoAcceptLabel(),
+  ];
   if (
     !payload.label?.name ||
     !validOpenSWELabels.some((l) => l === payload.label?.name)
   ) {
     return;
   }
-  const isAutoAcceptLabel = payload.label.name === getOpenSWEAutoAcceptLabel();
+  const isAutoAcceptLabel =
+    payload.label.name === getOpenSWEAutoAcceptLabel() ||
+    payload.label.name === getOpenSWEMaxAutoAcceptLabel();
+
+  const isMaxLabel =
+    payload.label.name === getOpenSWEMaxLabel() ||
+    payload.label.name === getOpenSWEMaxAutoAcceptLabel();
 
   logger.info(
     `'${payload.label.name}' label added to issue #${payload.issue.number}`,
     {
       isAutoAcceptLabel,
+      isMaxLabel,
     },
   );
 
@@ -171,11 +185,21 @@ webhooks.on("issues.labeled", async ({ payload }) => {
       },
       autoAcceptPlan: isAutoAcceptLabel,
     };
+    // Create config object with Claude Opus 4 model configuration for max labels
+    const config: Record<string, any> = {
+      recursion_limit: 400,
+    };
+
+    if (isMaxLabel) {
+      config.configurable = {
+        plannerModelName: "anthropic:claude-opus-4-0",
+        programmerModelName: "anthropic:claude-opus-4-0",
+      };
+    }
+
     const run = await langGraphClient.runs.create(threadId, MANAGER_GRAPH_ID, {
       input: runInput,
-      config: {
-        recursion_limit: 400,
-      },
+      config,
       ifNotExists: "create",
       streamResumable: true,
       streamMode: ["values", "messages-tuple", "custom"],
diff --git a/apps/open-swe/src/utils/github/label.ts b/apps/open-swe/src/utils/github/label.ts
index 6eb2afdd..429bcc5e 100644
--- a/apps/open-swe/src/utils/github/label.ts
+++ b/apps/open-swe/src/utils/github/label.ts
@@ -15,3 +15,23 @@ export function getOpenSWEAutoAcceptLabel():
     ? "open-swe-auto"
     : "open-swe-auto-dev";
 }
+
+/**
+ * @returns "open-swe-max" or "open-swe-max-dev" based on the NODE_ENV.
+ */
+export function getOpenSWEMaxLabel(): "open-swe-max" | "open-swe-max-dev" {
+  return process.env.NODE_ENV === "production"
+    ? "open-swe-max"
+    : "open-swe-max-dev";
+}
+
+/**
+ * @returns "open-swe-max-auto" or "open-swe-max-auto-dev" based on the NODE_ENV.
+ */
+export function getOpenSWEMaxAutoAcceptLabel():
+  | "open-swe-max-auto"
+  | "open-swe-max-auto-dev" {
+  return process.env.NODE_ENV === "production"
+    ? "open-swe-max-auto"
+    : "open-swe-max-auto-dev";
+}