diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
deleted file mode 100644
index d901878..0000000
--- a/.github/workflows/test.yml
+++ /dev/null
@@ -1,79 +0,0 @@
-name: MCP Tests
-
-on:
-  push:
-    branches:
-  pull_request:
-
-jobs:
-  ###########################################################################
-  # 1 - Local integration tests (always run)
-  ###########################################################################
-  local:
-    runs-on: ubuntu-latest
-
-    # Dummy key lets the clients authenticate against the local servers.
-    env:
-      API_KEY: ci-test-key
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      # Optional: cache wheels to speed up numpy / scipy installs
-      - uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}
-
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-          pip install -r requirements-dev.txt
-
-      - name: Run pytest (local transports)
-        run: pytest -q
-
-
-  ###########################################################################
-  # 2 - Remote smoke-test (only when secrets are set)
-  #
-  #    • Put MCP_SERVER_URL  → “https://<app>.herokuapp.com”
-  #    • Put API_KEY         → same key you set as Heroku config var
-  #
-  #    The fixture auto-skips the remote case if these are missing, so
-  #    the job is conditionally *created* only when both secrets exist.
-  ###########################################################################
-  remote:
-    if: ${{ secrets.MCP_SERVER_URL != '' && secrets.API_KEY != '' }}
-    runs-on: ubuntu-latest
-
-    env:
-      MCP_SERVER_URL: ${{ secrets.MCP_SERVER_URL }}
-      API_KEY:       ${{ secrets.API_KEY }}
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      - uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}
-
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-
-      # We reuse the *same* test-suite; the fixture detects MCP_SERVER_URL
-      # and adds the “remote” parameter automatically.
-      - name: Run pytest (remote smoke)
-        run: pytest -q
diff --git a/README.md b/README.md
index 60fa8fb..cc52fc5 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 # Heroku MCP Code Execution - Python
 
 - [Heroku MCP Code Execution - Python](#heroku-mcp-code-execution---python)
-  - [Automatic Deployment](#automatic-deployment)
+  - [Automatic Deployment (Recommended)](#automatic-deployment-recommended)
   - [Manual Deployment](#manual-deployment)
     - [**Set Required Environment Variables from Heroku CLI**](#set-required-environment-variables-from-heroku-cli)
   - [Local Testing](#local-testing)
@@ -18,7 +18,7 @@
       - [2. Remote STDIO - Direct Calls to One-Off Dyno](#2-remote-stdio---direct-calls-to-one-off-dyno)
     - [3. Coming Soon - Heroku MCP Gateway!](#3-coming-soon---heroku-mcp-gateway)
 
-## Automatic Deployment
+## Automatic Deployment (Recommended)
 
 [![Deploy](https://www.herokucdn.com/deploy/button.svg)](https://www.heroku.com/deploy?template=https://github.com/heroku/mcp-code-exec-python)