diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..d583494
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,116 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*.*.*'
+
+jobs:
+  build-and-release:
+    name: Build and Release
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+
+    - name: Set up Go
+      uses: actions/setup-go@v5
+      with:
+        go-version: '1.25'
+
+    - name: Get version from tag
+      id: get_version
+      run: |
+        echo "VERSION=${GITHUB_REF#refs/tags/}" >> $GITHUB_OUTPUT
+        echo "Version: ${GITHUB_REF#refs/tags/}"
+
+    - name: Build binaries for multiple platforms
+      run: |
+        mkdir -p dist
+
+        # Linux AMD64
+        GOOS=linux GOARCH=amd64 go build -o dist/relspec-linux-amd64 -ldflags "-X main.version=${{ steps.get_version.outputs.VERSION }}" ./cmd/relspec
+
+        # Linux ARM64
+        GOOS=linux GOARCH=arm64 go build -o dist/relspec-linux-arm64 -ldflags "-X main.version=${{ steps.get_version.outputs.VERSION }}" ./cmd/relspec
+
+        # macOS AMD64
+        GOOS=darwin GOARCH=amd64 go build -o dist/relspec-darwin-amd64 -ldflags "-X main.version=${{ steps.get_version.outputs.VERSION }}" ./cmd/relspec
+
+        # macOS ARM64 (Apple Silicon)
+        GOOS=darwin GOARCH=arm64 go build -o dist/relspec-darwin-arm64 -ldflags "-X main.version=${{ steps.get_version.outputs.VERSION }}" ./cmd/relspec
+
+        # Windows AMD64
+        GOOS=windows GOARCH=amd64 go build -o dist/relspec-windows-amd64.exe -ldflags "-X main.version=${{ steps.get_version.outputs.VERSION }}" ./cmd/relspec
+
+        # Create checksums
+        cd dist
+        sha256sum * > checksums.txt
+        cd ..
+
+    - name: Generate release notes
+      id: release_notes
+      run: |
+        # Get the previous tag
+        previous_tag=$(git describe --tags --abbrev=0 HEAD^ 2>/dev/null || echo "")
+
+        if [ -z "$previous_tag" ]; then
+          # No previous tag, get all commits
+          commits=$(git log --pretty=format:"- %s (%h)" --no-merges)
+        else
+          # Get commits since the previous tag
+          commits=$(git log "${previous_tag}..HEAD" --pretty=format:"- %s (%h)" --no-merges)
+        fi
+
+        # Create release notes
+        cat > release_notes.md << EOF
+        # Release ${{ steps.get_version.outputs.VERSION }}
+
+        ## Changes
+
+        ${commits}
+
+        ## Installation
+
+        Download the appropriate binary for your platform:
+
+        - **Linux (AMD64)**: \`relspec-linux-amd64\`
+        - **Linux (ARM64)**: \`relspec-linux-arm64\`
+        - **macOS (Intel)**: \`relspec-darwin-amd64\`
+        - **macOS (Apple Silicon)**: \`relspec-darwin-arm64\`
+        - **Windows (AMD64)**: \`relspec-windows-amd64.exe\`
+
+        Make the binary executable (Linux/macOS):
+        \`\`\`bash
+        chmod +x relspec-*
+        \`\`\`
+
+        Verify the download with the provided checksums.
+        EOF
+
+    - name: Create Release
+      uses: softprops/action-gh-release@v1
+      with:
+        body_path: release_notes.md
+        files: |
+          dist/relspec-linux-amd64
+          dist/relspec-linux-arm64
+          dist/relspec-darwin-amd64
+          dist/relspec-darwin-arm64
+          dist/relspec-windows-amd64.exe
+          dist/checksums.txt
+        draft: false
+        prerelease: false
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Summary
+      run: |
+        echo "Release ${{ steps.get_version.outputs.VERSION }} created successfully!"
+        echo "Binaries built for:"
+        echo "  - Linux (amd64, arm64)"
+        echo "  - macOS (amd64, arm64)"
+        echo "  - Windows (amd64)"
diff --git a/Makefile b/Makefile
index a1ddaf9..e797f7c 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,4 @@
-.PHONY: all build test test-unit test-integration lint coverage clean install help docker-up docker-down docker-test docker-test-integration
+.PHONY: all build test test-unit test-integration lint coverage clean install help docker-up docker-down docker-test docker-test-integration release release-version
 
 # Binary name
 BINARY_NAME=relspec
@@ -112,5 +112,55 @@ docker-test-integration: docker-up ## Start DB and run integration tests
 		$(GOTEST) -v ./pkg/readers/pgsql/ -count=1 || (make docker-down && exit 1)
 	@make docker-down
 
+release: ## Create and push a new release tag (auto-increments patch version)
+	@echo "Creating new release..."
+	@latest_tag=$$(git describe --tags --abbrev=0 2>/dev/null || echo ""); \
+	if [ -z "$$latest_tag" ]; then \
+		version="v1.0.0"; \
+		echo "No existing tags found. Creating first release: $$version"; \
+		commit_logs=$$(git log --pretty=format:"- %s" --no-merges); \
+	else \
+		echo "Latest tag: $$latest_tag"; \
+		version_number=$${latest_tag#v}; \
+		IFS='.' read -r major minor patch <<< "$$version_number"; \
+		patch=$$((patch + 1)); \
+		version="v$$major.$$minor.$$patch"; \
+		echo "Creating new release: $$version"; \
+		commit_logs=$$(git log "$${latest_tag}..HEAD" --pretty=format:"- %s" --no-merges); \
+	fi; \
+	if [ -z "$$commit_logs" ]; then \
+		tag_message="Release $$version"; \
+	else \
+		tag_message="Release $$version\n\n$$commit_logs"; \
+	fi; \
+	git tag -a "$$version" -m "$$tag_message"; \
+	git push origin "$$version"; \
+	echo "Tag $$version created and pushed to remote repository."
+
+release-version: ## Create and push a release with specific version (use: make release-version VERSION=v1.2.3)
+	@if [ -z "$(VERSION)" ]; then \
+		echo "Error: VERSION is required. Usage: make release-version VERSION=v1.2.3"; \
+		exit 1; \
+	fi
+	@version="$(VERSION)"; \
+	if ! echo "$$version" | grep -q "^v"; then \
+		version="v$$version"; \
+	fi; \
+	echo "Creating release: $$version"; \
+	latest_tag=$$(git describe --tags --abbrev=0 2>/dev/null || echo ""); \
+	if [ -z "$$latest_tag" ]; then \
+		commit_logs=$$(git log --pretty=format:"- %s" --no-merges); \
+	else \
+		commit_logs=$$(git log "$${latest_tag}..HEAD" --pretty=format:"- %s" --no-merges); \
+	fi; \
+	if [ -z "$$commit_logs" ]; then \
+		tag_message="Release $$version"; \
+	else \
+		tag_message="Release $$version\n\n$$commit_logs"; \
+	fi; \
+	git tag -a "$$version" -m "$$tag_message"; \
+	git push origin "$$version"; \
+	echo "Tag $$version created and pushed to remote repository."
+
 help: ## Display this help screen
 	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-20s\033[0m %s\n", $$1, $$2}'
diff --git a/make_release.sh b/make_release.sh
deleted file mode 100644
index d1b42c5..0000000
--- a/make_release.sh
+++ /dev/null
@@ -1,71 +0,0 @@
-#!/bin/bash
-
-# Ask if the user wants to make a release version
-read -p "Do you want to make a release version? (y/n): " make_release
-
-if [[ $make_release =~ ^[Yy]$ ]]; then
-    # Get the latest tag from git
-    latest_tag=$(git describe --tags --abbrev=0 2>/dev/null)
-
-    if [ -z "$latest_tag" ]; then
-        # No tags exist yet, start with v1.0.0
-        suggested_version="v1.0.0"
-        echo "No existing tags found. Starting with $suggested_version"
-    else
-        echo "Latest tag: $latest_tag"
-
-        # Remove 'v' prefix if present
-        version_number="${latest_tag#v}"
-
-        # Split version into major.minor.patch
-        IFS='.' read -r major minor patch <<< "$version_number"
-
-        # Increment patch version
-        patch=$((patch + 1))
-
-        # Construct new version
-        suggested_version="v${major}.${minor}.${patch}"
-        echo "Suggested next version: $suggested_version"
-    fi
-
-    # Ask the user for the version number with the suggested version as default
-    read -p "Enter the version number (press Enter for $suggested_version): " version
-
-    # Use suggested version if user pressed Enter without input
-    if [ -z "$version" ]; then
-        version="$suggested_version"
-    fi
-
-    # Prepend 'v' to the version if it doesn't start with it
-    if ! [[ $version =~ ^v ]]; then
-        version="v$version"
-    fi
-
-    # Get commit logs since the last tag
-    if [ -z "$latest_tag" ]; then
-        # No previous tag, get all commits
-        commit_logs=$(git log --pretty=format:"- %s" --no-merges)
-    else
-        # Get commits since the last tag
-        commit_logs=$(git log "${latest_tag}..HEAD" --pretty=format:"- %s" --no-merges)
-    fi
-
-    # Create the tag message
-    if [ -z "$commit_logs" ]; then
-        tag_message="Release $version"
-    else
-        tag_message="Release $version
-
-${commit_logs}"
-    fi
-
-    # Create an annotated tag with the commit logs
-    git tag -a "$version" -m "$tag_message"
-
-    # Push the tag to the remote repository
-    git push origin "$version"
-
-    echo "Tag $version created and pushed to the remote repository."
-else
-    echo "No release version created."
-fi