diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
index a541979..e08ad8d 100644
--- a/.github/workflows/release-please.yml
+++ b/.github/workflows/release-please.yml
@@ -10,55 +10,28 @@ permissions:
 
 jobs:
   release:
-    if: github.event.pull_request.merged == true && (contains(github.event.pull_request.labels.*.name, 'release:major') || contains(github.event.pull_request.labels.*.name, 'release:minor') || contains(github.event.pull_request.labels.*.name, 'release:patch'))
+    # Triggers when PR with 'release' label is merged
+    # IMPORTANT: PR author must update version in Cargo.toml before merging
+    if: github.event.pull_request.merged == true && contains(github.event.pull_request.labels.*.name, 'release')
     runs-on: ubuntu-latest
     outputs:
-      version: ${{ steps.new.outputs.version }}
+      version: ${{ steps.version.outputs.version }}
     steps:
       - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - name: Determine version bump
-        id: bump
-        run: |
-          if ${{ contains(github.event.pull_request.labels.*.name, 'release:major') }}; then
-            echo "type=major" >> $GITHUB_OUTPUT
-          elif ${{ contains(github.event.pull_request.labels.*.name, 'release:minor') }}; then
-            echo "type=minor" >> $GITHUB_OUTPUT
-          else
-            echo "type=patch" >> $GITHUB_OUTPUT
-          fi
 
-      - name: Get current version
-        id: current
+      - name: Get version from Cargo.toml
+        id: version
         run: |
           VERSION=$(grep '^version = ' Cargo.toml | head -1 | sed 's/version = "\(.*\)"/\1/')
           echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "Releasing version: $VERSION"
 
-      - name: Calculate new version
-        id: new
-        run: |
-          IFS='.' read -r major minor patch <<< "${{ steps.current.outputs.version }}"
-          case "${{ steps.bump.outputs.type }}" in
-            major) echo "version=$((major + 1)).0.0" >> $GITHUB_OUTPUT ;;
-            minor) echo "version=${major}.$((minor + 1)).0" >> $GITHUB_OUTPUT ;;
-            patch) echo "version=${major}.${minor}.$((patch + 1))" >> $GITHUB_OUTPUT ;;
-          esac
-
-      - name: Update version in Cargo.toml
-        run: |
-          sed -i 's/^version = ".*"/version = "${{ steps.new.outputs.version }}"/' Cargo.toml
-
-      - name: Commit and tag
+      - name: Create and push tag
         run: |
           git config user.name "github-actions[bot]"
           git config user.email "github-actions[bot]@users.noreply.github.com"
-          git add Cargo.toml
-          git commit -m "chore: release v${{ steps.new.outputs.version }}"
-          git tag -a "v${{ steps.new.outputs.version }}" -m "Release v${{ steps.new.outputs.version }}"
-          git push origin main
-          git push origin "v${{ steps.new.outputs.version }}"
+          git tag -a "v${{ steps.version.outputs.version }}" -m "Release v${{ steps.version.outputs.version }}"
+          git push origin "v${{ steps.version.outputs.version }}"
 
   build:
     needs: release
diff --git a/README.md b/README.md
index 14cb771..7c0a335 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # Lambda CLI
 
-> **⚠️ UNOFFICIAL PROJECT** — This is a community-built tool, not affiliated with or endorsed by Lambda.
+> [!CAUTION]
+> **UNOFFICIAL PROJECT** — This is a community-built tool, not affiliated with or endorsed by Lambda.
 
 [![CI](https://github.com/Strand-AI/lambda-cli/actions/workflows/ci.yml/badge.svg)](https://github.com/Strand-AI/lambda-cli/actions/workflows/ci.yml)
 [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
@@ -9,7 +10,7 @@
 [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=lambda-labs&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40strand-ai%2Flambda-mcp%22%5D%7D)
 [![Install in Cursor](https://img.shields.io/badge/Cursor-Install_Server-000000?logo=cursor&logoColor=white)](cursor://anysphere.cursor-deeplink/mcp/install?name=lambda-labs&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40strand-ai%2Flambda-mcp%22%5D%7D)
 
-A fast CLI and MCP server for managing [Lambda](https://lambdalabs.com/) cloud GPU instances.
+A fast CLI and MCP server for managing [Lambda](https://lambda.ai/) cloud GPU instances.
 
 **Two ways to use it:**
 - **CLI** (`lambda`) - Direct terminal commands for managing GPU instances
@@ -32,7 +33,7 @@ Download from [GitHub Releases](https://github.com/Strand-AI/lambda-cli/releases
 
 ## Authentication
 
-Get your API key from the [Lambda dashboard](https://cloud.lambdalabs.com/api-keys).
+Get your API key from the [Lambda dashboard](https://cloud.lambda.ai/api-keys/cloud-api).
 
 ### Option 1: Environment Variable
 ```bash
@@ -226,3 +227,15 @@ cargo run --bin lambda -- list
 cargo run --bin lambda-mcp
 ```
 
+## Releasing
+
+To create a release:
+
+1. Update the version in `Cargo.toml`
+2. Create a PR with the `release` label
+3. Merge the PR — this automatically:
+   - Creates a git tag
+   - Builds binaries for all platforms
+   - Publishes to npm
+   - Updates the Homebrew formula
+