diff --git a/.github/workflows/build-binaries.yml b/.github/workflows/build-binaries.yml
new file mode 100644
index 0000000..7fc0a14
--- /dev/null
+++ b/.github/workflows/build-binaries.yml
@@ -0,0 +1,187 @@
+name: Build Release Binaries
+
+on:
+  release:
+    types: [created]
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: 'Release tag to build for'
+        required: true
+        type: string
+
+jobs:
+  build-macos:
+    name: Build macOS Binaries
+    runs-on: macos-latest
+    strategy:
+      matrix:
+        arch: [x86_64, arm64]
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.release.tag_name || inputs.tag }}
+      
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      
+      - name: Cache pip dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      
+      - name: Build for ${{ matrix.arch }}
+        run: |
+          chmod +x build_scripts/build-macos-standalone.sh
+          bash build_scripts/build-macos-standalone.sh
+        env:
+          ARCH: ${{ matrix.arch }}
+      
+      - name: Verify build
+        run: |
+          ARCH_NAME=${{ matrix.arch == 'arm64' && 'arm64' || 'amd64' }}
+          if [ ! -f "dist/runagent-macos-${ARCH_NAME}.tar.gz" ]; then
+            echo "❌ Build artifact not found!"
+            exit 1
+          fi
+          echo "✅ Build artifact verified"
+          ls -lh dist/runagent-macos-${ARCH_NAME}.tar.gz
+      
+      - name: Upload artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: runagent-macos-${{ matrix.arch }}
+          path: dist/runagent-macos-*.tar.gz
+          retention-days: 1
+
+  build-linux:
+    name: Build Linux Binaries
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        arch: [x86_64, aarch64]
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.release.tag_name || inputs.tag }}
+      
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      
+      - name: Install build dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y build-essential python3-dev ccache patchelf
+      
+      - name: Cache pip dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      
+      - name: Build for ${{ matrix.arch }}
+        run: |
+          chmod +x build_scripts/build-linux-standalone.sh
+          bash build_scripts/build-linux-standalone.sh
+        env:
+          ARCH: ${{ matrix.arch }}
+      
+      - name: Verify build
+        run: |
+          ARCH_NAME=${{ matrix.arch == 'aarch64' && 'arm64' || 'amd64' }}
+          if [ ! -f "dist/runagent-linux-${ARCH_NAME}.tar.gz" ]; then
+            echo "❌ Build artifact not found!"
+            exit 1
+          fi
+          echo "✅ Build artifact verified"
+          ls -lh dist/runagent-linux-${ARCH_NAME}.tar.gz
+      
+      - name: Upload artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: runagent-linux-${{ matrix.arch }}
+          path: dist/runagent-linux-*.tar.gz
+          retention-days: 1
+
+  build-windows:
+    name: Build Windows Binaries
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.release.tag_name || inputs.tag }}
+      
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      
+      - name: Cache pip dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~\AppData\Local\pip\Cache
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      
+      - name: Build for Windows
+        run: |
+          powershell -ExecutionPolicy Bypass -File build_scripts\build-windows-standalone.ps1
+      
+      - name: Verify build
+        run: |
+          if (-not (Test-Path "dist\runagent-windows-amd64.zip")) {
+            Write-Host "❌ Build artifact not found!"
+            exit 1
+          }
+          Write-Host "✅ Build artifact verified"
+          Get-Item dist\runagent-windows-amd64.zip | Format-List
+        shell: pwsh
+      
+      - name: Upload artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: runagent-windows-amd64
+          path: dist/runagent-windows-*.zip
+          retention-days: 1
+
+  upload-to-release:
+    name: Upload Binaries to Release
+    needs: [build-macos, build-linux, build-windows]
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Download all artifacts
+        uses: actions/download-artifact@v3
+        with:
+          path: artifacts
+      
+      - name: Display structure
+        run: |
+          echo "📦 Downloaded artifacts:"
+          ls -R artifacts/
+      
+      - name: Flatten artifacts
+        run: |
+          mkdir -p release-assets
+          find artifacts -type f \( -name "*.tar.gz" -o -name "*.zip" \) -exec cp {} release-assets/ \;
+          echo "📋 Release assets:"
+          ls -lh release-assets/
+      
+      - name: Upload to release
+        uses: softprops/action-gh-release@v1
+        with:
+          tag_name: ${{ github.event.release.tag_name || inputs.tag }}
+          files: release-assets/*
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml
index de43300..cfdecef 100644
--- a/.github/workflows/create-release.yml
+++ b/.github/workflows/create-release.yml
@@ -148,6 +148,9 @@ jobs:
     environment: release
     permissions:
       contents: write
+    outputs:
+      release_created: ${{ steps.create-release.outputs.release_created }}
+    
     steps:
       - uses: actions/checkout@v4
         with:
@@ -162,7 +165,6 @@ jobs:
           # Function to extract changelog section
           extract_section() {
             local pattern="$1"
-            # Extract from the pattern to the next ## or end of file
             awk -v pattern="$pattern" '
               /^## \[/ { 
                 if (found) exit
@@ -172,24 +174,19 @@ jobs:
             ' CHANGELOG.md | sed '/^<!-- generated by git-cliff -->/d'
           }
           
-          # Try to find the changelog section
           CHANGELOG_CONTENT=""
-          
           if grep -q "## \[$VERSION\]" CHANGELOG.md; then
             CHANGELOG_CONTENT=$(extract_section "\\[$VERSION\\]")
           elif grep -q "## \[$TAG\]" CHANGELOG.md; then
             CHANGELOG_CONTENT=$(extract_section "\\[$TAG\\]")
           else
-            # Fallback: get the first version section (usually the latest)
             CHANGELOG_CONTENT=$(awk '/^## \[/,/^## \[|^$/' CHANGELOG.md | tail -n +2 | head -n -1 | sed '/^<!-- generated by git-cliff -->/d')
           fi
           
-          # If still empty, provide a default message
           if [ -z "$CHANGELOG_CONTENT" ]; then
             CHANGELOG_CONTENT="No changelog entries found for this version."
           fi
           
-          # Output using multiline format for GitHub Actions
           {
             echo 'changelog<<CHANGELOG_EOF'
             echo "$CHANGELOG_CONTENT"
@@ -197,6 +194,7 @@ jobs:
           } >> "$GITHUB_OUTPUT"
 
       - name: Create main GitHub Release
+        id: create-release
         uses: softprops/action-gh-release@v1
         with:
           tag_name: ${{ needs.detect-release.outputs.latest_tag }}
@@ -212,24 +210,66 @@ jobs:
 
             ## 📦 Installation
 
-            ```bash
+            ### Python
+```bash
             pip install runagent==${{ needs.detect-release.outputs.version }}
-            ```
+```
 
-            ```bash
+            ### TypeScript/JavaScript
+```bash
             npm install @runagent/sdk@${{ needs.detect-release.outputs.version }}
-            ```
+```
 
-            ```bash
+            ### Rust
+```bash
             cargo add runagent@${{ needs.detect-release.outputs.version }}
-            ```
+```
 
-            ```bash
+            ### Go
+```bash
             go get github.com/runagent-dev/runagent-go@${{ needs.detect-release.outputs.latest_tag }}
-            ```
+```
+
+            ## 🖥️ CLI Binaries
+
+            Standalone CLI binaries are available below. Download for your platform:
+
+            ### Quick Install (Unix)
+```bash
+            # macOS
+            curl -L https://github.com/${{ github.repository }}/releases/download/${{ needs.detect-release.outputs.latest_tag }}/runagent-macos-$(uname -m | sed 's/x86_64/amd64/').tar.gz | tar -xz
+            sudo cp -r runagent_entry.dist /usr/local/lib/
+            sudo ln -sf /usr/local/lib/runagent_entry.dist/runagent /usr/local/bin/runagent
+
+            # Linux
+            curl -L https://github.com/${{ github.repository }}/releases/download/${{ needs.detect-release.outputs.latest_tag }}/runagent-linux-$(uname -m | sed 's/x86_64/amd64/' | sed 's/aarch64/arm64/').tar.gz | tar -xz
+            sudo cp -r runagent_entry.dist /usr/local/lib/
+            sudo ln -sf /usr/local/lib/runagent_entry.dist/runagent /usr/local/bin/runagent
+```
+
+            ### Manual Download
+            - **macOS (Intel)**: `runagent-macos-amd64.tar.gz`
+            - **macOS (Apple Silicon)**: `runagent-macos-arm64.tar.gz`
+            - **Linux (x86_64)**: `runagent-linux-amd64.tar.gz`
+            - **Linux (ARM64)**: `runagent-linux-arm64.tar.gz`
+            - **Windows (x64)**: `runagent-windows-amd64.zip`
+
+            ### Package Managers (Coming Soon)
+```bash
+            # Homebrew (macOS)
+            brew install runagent
+
+            # WinGet (Windows)
+            winget install runagent
+
+            # Scoop (Windows)
+            scoop install runagent
+```
 
             ---
 
+            ⚡ **Performance**: CLI binaries have ~1-2s startup time (10-20x faster than Python execution)
+
             For the full changelog, see [CHANGELOG.md](./CHANGELOG.md).
 
           draft: false
@@ -238,4 +278,31 @@ jobs:
           files: |
             CHANGELOG.md
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      
+      - name: Set release created output
+        run: echo "release_created=true" >> $GITHUB_OUTPUT
+
+  # NEW: Trigger binary builds after release is created
+  trigger-binary-builds:
+    name: Trigger Binary Builds
+    needs: [detect-release, create-release]
+    if: needs.create-release.outputs.release_created == 'true'
+    runs-on: ubuntu-latest
+    permissions:
+      actions: write
+    steps:
+      - name: Trigger build-binaries workflow
+        uses: actions/github-script@v7
+        with:
+          script: |
+            await github.rest.actions.createWorkflowDispatch({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              workflow_id: 'build-binaries.yml',
+              ref: 'main',
+              inputs: {
+                tag: '${{ needs.detect-release.outputs.latest_tag }}'
+              }
+            });
+            console.log('✅ Triggered binary builds for ${{ needs.detect-release.outputs.latest_tag }}');
\ No newline at end of file
diff --git a/.github/workflows/sync-from-main.yml b/.github/workflows/sync-from-main.yml
deleted file mode 100644
index e5820ea..0000000
--- a/.github/workflows/sync-from-main.yml
+++ /dev/null
@@ -1,104 +0,0 @@
-# IMPORTANT: This file needs to be copied to the target repository:
-# runagent-dev/runagent-go/.github/workflows/sync-from-main.yml
-#
-# This workflow runs in the target repo (runagent-dev/runagent-go) and
-# syncs files from the source repo (runagent-dev/runagent) when triggered
-# via repository_dispatch.
-
-name: Sync Go SDK from Main Repo
-
-on:
-  repository_dispatch:
-    types: [sync-go-sdk]
-
-jobs:
-  sync:
-    name: Sync Go SDK
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-    steps:
-      - name: Checkout target repository
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Show sync context
-        run: |
-          echo "Tag: ${{ github.event.client_payload.tag }}"
-          echo "Version: ${{ github.event.client_payload.version }}"
-          echo "Ref: ${{ github.event.client_payload.ref }}"
-
-      - name: Check if tag already exists
-        id: check-tag
-        run: |
-          TAG="${{ github.event.client_payload.tag }}"
-          if git rev-parse "$TAG" >/dev/null 2>&1; then
-            echo "⚠️ Tag $TAG already exists in target repo"
-            echo "should_sync=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "✅ Tag $TAG not found, will sync"
-            echo "should_sync=true" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Clone source repository
-        if: steps.check-tag.outputs.should_sync == 'true'
-        run: |
-          SOURCE_REF="${{ github.event.client_payload.ref }}"
-          git clone --depth 1 --branch "${{ github.event.client_payload.tag }}" \
-            https://github.com/runagent-dev/runagent.git /tmp/source-repo
-          echo "✅ Cloned source repo at tag ${{ github.event.client_payload.tag }}"
-
-      - name: Copy runagent-go folder contents
-        if: steps.check-tag.outputs.should_sync == 'true'
-        run: |
-          # Remove existing files (except .git and .github)
-          find . -mindepth 1 -maxdepth 1 ! -name '.git' ! -name '.github' -exec rm -rf {} +
-          
-          # Copy all contents from source repo's runagent-go folder
-          cp -r /tmp/source-repo/runagent-go/* .
-          
-          # List what was copied
-          echo "📦 Copied files:"
-          ls -la
-
-      - name: Configure Git
-        if: steps.check-tag.outputs.should_sync == 'true'
-        run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
-
-      - name: Commit changes
-        if: steps.check-tag.outputs.should_sync == 'true'
-        run: |
-          git add -A
-          if git diff --staged --quiet; then
-            echo "⚠️ No changes to commit"
-            echo "has_changes=false" >> "$GITHUB_OUTPUT"
-          else
-            git commit -m "chore: sync ${{ github.event.client_payload.tag }} from main repo"
-            echo "has_changes=true" >> "$GITHUB_OUTPUT"
-          fi
-        id: commit
-
-      - name: Push changes
-        if: steps.check-tag.outputs.should_sync == 'true' && steps.commit.outputs.has_changes == 'true'
-        run: |
-          git push origin main
-          echo "✅ Pushed changes to main branch"
-
-      - name: Create and push tag
-        if: steps.check-tag.outputs.should_sync == 'true'
-        run: |
-          TAG="${{ github.event.client_payload.tag }}"
-          VERSION="${{ github.event.client_payload.version }}"
-          git tag -a "$TAG" -m "Release $TAG - Go SDK"
-          git push origin "$TAG"
-          echo "✅ Created and pushed tag $TAG"
-
-      - name: Skip sync (tag already exists)
-        if: steps.check-tag.outputs.should_sync != 'true'
-        run: echo "Skipping sync because tag ${{ github.event.client_payload.tag }} already exists."
-
-
diff --git a/.gitignore b/.gitignore
index 28d9bef..8cb5c20 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,7 +10,7 @@ node_modules/
 .Python
 build/
 develop-eggs/
-dist/
+# dist/
 downloads/
 eggs/
 .eggs/
@@ -162,3 +162,18 @@ myvenv/
 parlant-data
 
 test.md
+
+# Build artifacts
+dist/
+dist-*/
+runagent_entry.py
+runagent_entry.build/
+runagent_entry.dist/
+runagent_entry.onefile-build/
+
+# Nuitka cache
+.nuitka/
+
+# CI/CD artifacts (shouldn't be in repo)
+artifacts/
+release-assets/
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 24a9f79..0a544f3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,19 +1,24 @@
 # Changelog
 All notable changes to this project's latest version.
 
-## [0.1.41] - 2025-11-19
+## [0.1.42] - 2025-12-19
 
 ### Documentation
 
-- Update changelog for v0.1.40
+- Update changelog for v0.1.41
+
+### Features
+
+- Add mint dependency and update package manager
+- Add build scripts and entry point for macOS
+- Add build scripts for cross-platform binaries and update .gitignore
 
 ### Miscellaneous Tasks
 
-- Bump version to v0.1.41
+- Bump version to v0.1.42
 
 ### Refactor
 
-- Clean up whitespace and formatting in example files
-- Enhance code quality and implement default traits
+- Clean up imports and remove unused dependencies
 
 <!-- generated by git-cliff -->
diff --git a/build_scripts/build-linux-standalone.sh b/build_scripts/build-linux-standalone.sh
new file mode 100644
index 0000000..23b236e
--- /dev/null
+++ b/build_scripts/build-linux-standalone.sh
@@ -0,0 +1,224 @@
+#!/bin/bash
+# Standalone Linux build script for RunAgent with Nuitka
+# Usage: ./build_scripts/build-linux-standalone.sh
+# Or from root: bash build_scripts/build-linux-standalone.sh
+
+set -e  # Exit on error
+
+echo "🐧 RunAgent Linux Build Script (Standalone)"
+echo "==========================================="
+echo ""
+
+# Check prerequisites
+echo "📋 Checking prerequisites..."
+
+# Check Python
+if ! command -v python3 &> /dev/null; then
+    echo "❌ Python 3 not found. Please install Python 3.9+"
+    echo ""
+    echo "Ubuntu/Debian: sudo apt install python3 python3-venv python3-dev"
+    echo "RHEL/Fedora: sudo dnf install python3 python3-devel"
+    echo "Arch: sudo pacman -S python python-pip"
+    exit 1
+fi
+
+PYTHON_VERSION=$(python3 --version | cut -d' ' -f2 | cut -d'.' -f1,2)
+echo "✅ Python $PYTHON_VERSION found"
+
+# Check for build essentials
+if ! command -v gcc &> /dev/null; then
+    echo "⚠️  Build tools not found. Installing..."
+    if command -v apt-get &> /dev/null; then
+        sudo apt-get update
+        sudo apt-get install -y build-essential python3-dev ccache patchelf
+    elif command -v dnf &> /dev/null; then
+        sudo dnf install -y gcc gcc-c++ python3-devel ccache patchelf
+    elif command -v yum &> /dev/null; then
+        sudo yum install -y gcc gcc-c++ python3-devel ccache patchelf
+    else
+        echo "❌ Please install build-essential/gcc manually"
+        exit 1
+    fi
+fi
+
+# Navigate to project root (handle both direct execution and execution from root)
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+cd "$PROJECT_ROOT"
+
+echo "📁 Project root: $PROJECT_ROOT"
+
+# Check if we're in the right directory
+if [ ! -f "pyproject.toml" ]; then
+    echo "❌ Error: pyproject.toml not found. Please run this script from the project root or build_scripts folder."
+    exit 1
+fi
+
+# Setup virtual environment
+echo ""
+echo "📦 Setting up virtual environment..."
+if [ ! -d ".venv" ]; then
+    python3 -m venv .venv
+    echo "✅ Virtual environment created"
+else
+    echo "✅ Virtual environment already exists"
+fi
+
+# Activate virtual environment
+source .venv/bin/activate
+
+# Install dependencies
+echo ""
+echo "📥 Installing dependencies..."
+pip install --upgrade pip --quiet
+pip install -e . --quiet
+pip install nuitka --quiet
+pip install ordered-set --quiet
+echo "✅ Dependencies installed"
+
+# Create entry point if it doesn't exist
+if [ ! -f "runagent_entry.py" ]; then
+    echo ""
+    echo "📝 Creating entry point file..."
+    cat > runagent_entry.py << 'EOF'
+#!/usr/bin/env python3
+"""Nuitka entry point for RunAgent CLI"""
+
+if __name__ == "__main__":
+    from runagent.cli.main import runagent
+    runagent()
+EOF
+    chmod +x runagent_entry.py
+    echo "✅ Entry point created"
+fi
+
+# Detect architecture
+if [ -n "$ARCH" ]; then
+    # CI/CD: Use environment variable
+    ARCH=$ARCH
+else
+    # Local: Auto-detect
+    ARCH=$(uname -m)
+fi
+
+case "$ARCH" in
+    x86_64)
+        ARCH_NAME="amd64"
+        ;;
+    aarch64|arm64)
+        ARCH_NAME="arm64"
+        ;;
+    *)
+        echo "❌ Unsupported architecture: $ARCH"
+        exit 1
+        ;;
+esac
+
+echo ""
+echo "🖥️  Building for Linux-$ARCH_NAME"
+echo "⏳ This will take 5-10 minutes on first build..."
+echo ""
+
+BUILD_DIR="dist/linux-${ARCH_NAME}"
+rm -rf "$BUILD_DIR" runagent_entry.build runagent_entry.dist runagent_entry.onefile-build
+mkdir -p "$BUILD_DIR"
+
+FINAL_OUTPUT="runagent"
+
+echo "🚀 Building Standalone Version (Fast Startup)..."
+
+# STANDALONE NUITKA COMMAND
+python -m nuitka \
+  --standalone \
+  --lto=yes \
+  --output-dir="$BUILD_DIR" \
+  --output-filename="$FINAL_OUTPUT" \
+  --enable-plugin=anti-bloat \
+  --python-flag=no_docstrings \
+  --python-flag=no_asserts \
+  --python-flag=no_site \
+  --python-flag=isolated \
+  --python-flag=safe_path \
+  --nofollow-import-to=examples \
+  --nofollow-import-to=templates \
+  --nofollow-import-to=test_scripts \
+  --nofollow-import-to=docs \
+  --nofollow-import-to=build_scripts \
+  --nofollow-import-to=runagent-* \
+  --nofollow-import-to=dist-* \
+  --follow-imports \
+  --assume-yes-for-downloads \
+  --jobs=4 \
+  runagent_entry.py
+
+echo ""
+echo "🧹 Cleaning up build artifacts..."
+rm -rf "$BUILD_DIR/runagent_entry.build"
+rm -rf "$BUILD_DIR/runagent_entry.onefile-build"
+echo "✅ Cleaned up temporary files"
+
+echo ""
+echo "✅ Build complete!"
+echo ""
+
+# The binary is in the standalone folder
+DIST_EXECUTABLE="$BUILD_DIR/runagent_entry.dist/$FINAL_OUTPUT"
+
+if [ -f "$DIST_EXECUTABLE" ]; then
+    echo "✅ Found executable at: $DIST_EXECUTABLE"
+    
+    # Create a wrapper script for easy execution
+    WRAPPER="$BUILD_DIR/$FINAL_OUTPUT"
+    cat > "$WRAPPER" << 'EOF'
+#!/bin/bash
+# RunAgent wrapper script
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "$SCRIPT_DIR/runagent_entry.dist/runagent" "$@"
+EOF
+    chmod +x "$WRAPPER"
+    
+    echo ""
+    echo "🧪 Testing binary..."
+    "$DIST_EXECUTABLE" --version
+    echo ""
+    echo "✨ Success! Executable is ready"
+    echo ""
+    echo "📊 Binary information:"
+    echo "   Distributable folder: $(du -sh $BUILD_DIR/runagent_entry.dist | cut -f1)"
+    echo "   Main binary: $(ls -lh $DIST_EXECUTABLE | awk '{print $5}')"
+    echo ""
+    echo "📦 Distribution structure:"
+    echo "   $BUILD_DIR/runagent_entry.dist/      # Standalone folder with all dependencies"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT             # Wrapper script (use this!)"
+    echo ""
+    
+    # Create tarball for distribution
+    echo "📦 Creating release archive..."
+    cd "$BUILD_DIR"
+    tar -czf "../runagent-linux-${ARCH_NAME}.tar.gz" runagent_entry.dist/
+    cd - > /dev/null
+    
+    TARBALL_SIZE=$(ls -lh "dist/runagent-linux-${ARCH_NAME}.tar.gz" | awk '{print $5}')
+    echo "✅ Release archive created: dist/runagent-linux-${ARCH_NAME}.tar.gz ($TARBALL_SIZE)"
+    echo ""
+    
+    echo "💡 Usage:"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT --version"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT --help"
+    echo ""
+    echo "⚡ Performance test:"
+    echo "   time $BUILD_DIR/$FINAL_OUTPUT --help"
+    echo ""
+    echo "💡 To install system-wide:"
+    echo "   sudo cp -r $BUILD_DIR/runagent_entry.dist /usr/local/lib/"
+    echo "   sudo ln -sf /usr/local/lib/runagent_entry.dist/$FINAL_OUTPUT /usr/local/bin/runagent"
+    echo ""
+    echo "📝 Note: This creates a ~100-150MB folder instead of single file"
+    echo "   But startup is 10-20x FASTER! (~1-2s instead of 15-20s)"
+else
+    echo "❌ Binary file not found at $DIST_EXECUTABLE"
+    echo ""
+    echo "Looking for build output in $BUILD_DIR/:"
+    ls -la "$BUILD_DIR/"
+    exit 1
+fi
\ No newline at end of file
diff --git a/build_scripts/build-macos-standalone.sh b/build_scripts/build-macos-standalone.sh
new file mode 100755
index 0000000..067111c
--- /dev/null
+++ b/build_scripts/build-macos-standalone.sh
@@ -0,0 +1,212 @@
+#!/bin/bash
+# Standalone macOS build script for RunAgent with Nuitka
+# Usage: ./build_scripts/build-macos-standalone.sh
+# Or from root: bash build_scripts/build-macos-standalone.sh
+
+set -e  # Exit on error
+
+echo "🍎 RunAgent macOS Build Script (Standalone)"
+echo "==========================================="
+echo ""
+
+# Check prerequisites
+echo "📋 Checking prerequisites..."
+
+# Check Xcode Command Line Tools
+if ! xcode-select -p &>/dev/null; then
+    echo "⚠️  Xcode Command Line Tools not found. Installing..."
+    xcode-select --install
+    echo "⏳ Please complete the Xcode installation and run this script again."
+    exit 1
+fi
+
+# Check Python
+if ! command -v python3 &> /dev/null; then
+    echo "❌ Python 3 not found. Please install Python 3.9+"
+    exit 1
+fi
+
+PYTHON_VERSION=$(python3 --version | cut -d' ' -f2 | cut -d'.' -f1,2)
+echo "✅ Python $PYTHON_VERSION found"
+
+# Navigate to project root (handle both direct execution and execution from root)
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+cd "$PROJECT_ROOT"
+
+echo "📁 Project root: $PROJECT_ROOT"
+
+# Check if we're in the right directory
+if [ ! -f "pyproject.toml" ]; then
+    echo "❌ Error: pyproject.toml not found. Please run this script from the project root or build_scripts folder."
+    exit 1
+fi
+
+# Setup virtual environment
+echo ""
+echo "📦 Setting up virtual environment..."
+if [ ! -d ".venv" ]; then
+    python3 -m venv .venv
+    echo "✅ Virtual environment created"
+else
+    echo "✅ Virtual environment already exists"
+fi
+
+# Activate virtual environment
+source .venv/bin/activate
+
+# Install dependencies
+echo ""
+echo "📥 Installing dependencies..."
+pip install --upgrade pip --quiet
+pip install -e . --quiet
+pip install nuitka --quiet
+pip install ordered-set --quiet
+echo "✅ Dependencies installed"
+
+# Create entry point if it doesn't exist
+if [ ! -f "runagent_entry.py" ]; then
+    echo ""
+    echo "📝 Creating entry point file..."
+    cat > runagent_entry.py << 'EOF'
+#!/usr/bin/env python3
+"""Nuitka entry point for RunAgent CLI"""
+
+if __name__ == "__main__":
+    from runagent.cli.main import runagent
+    runagent()
+EOF
+    chmod +x runagent_entry.py
+    echo "✅ Entry point created"
+fi
+
+# Detect architecture
+if [ -n "$ARCH" ]; then
+    # CI/CD: Use environment variable
+    ARCH=$ARCH
+else
+    # Local: Auto-detect
+    ARCH=$(uname -m)
+fi
+
+case "$ARCH" in
+    x86_64)
+        ARCH_NAME="amd64"
+        ;;
+    arm64)
+        ARCH_NAME="arm64"
+        ;;
+    *)
+        echo "❌ Unsupported architecture: $ARCH"
+        exit 1
+        ;;
+esac
+
+echo ""
+echo "🖥️  Building for macOS-$ARCH_NAME"
+echo "⏳ This will take 5-10 minutes on first build..."
+echo ""
+
+BUILD_DIR="dist/macos-${ARCH_NAME}"
+rm -rf "$BUILD_DIR" runagent_entry.build runagent_entry.dist runagent_entry.onefile-build
+mkdir -p "$BUILD_DIR"
+
+FINAL_OUTPUT="runagent"
+
+echo "🚀 Building Standalone Version (Fast Startup)..."
+
+# STANDALONE NUITKA COMMAND
+python -m nuitka \
+  --standalone \
+  --lto=yes \
+  --output-dir="$BUILD_DIR" \
+  --output-filename="$FINAL_OUTPUT" \
+  --enable-plugin=anti-bloat \
+  --python-flag=no_docstrings \
+  --python-flag=no_asserts \
+  --python-flag=no_site \
+  --python-flag=isolated \
+  --python-flag=safe_path \
+  --nofollow-import-to=examples \
+  --nofollow-import-to=templates \
+  --nofollow-import-to=test_scripts \
+  --nofollow-import-to=docs \
+  --nofollow-import-to=build_scripts \
+  --nofollow-import-to=runagent-* \
+  --nofollow-import-to=dist-* \
+  --follow-imports \
+  --assume-yes-for-downloads \
+  --jobs=4 \
+  runagent_entry.py
+
+echo ""
+echo "🧹 Cleaning up build artifacts..."
+rm -rf "$BUILD_DIR/runagent_entry.build"
+rm -rf "$BUILD_DIR/runagent_entry.onefile-build"
+echo "✅ Cleaned up temporary files"
+
+echo ""
+echo "✅ Build complete!"
+echo ""
+
+# The binary is in the standalone folder
+DIST_EXECUTABLE="$BUILD_DIR/runagent_entry.dist/$FINAL_OUTPUT"
+
+if [ -f "$DIST_EXECUTABLE" ]; then
+    echo "✅ Found executable at: $DIST_EXECUTABLE"
+    
+    # Create a wrapper script for easy execution
+    WRAPPER="$BUILD_DIR/$FINAL_OUTPUT"
+    cat > "$WRAPPER" << EOF
+#!/bin/bash
+# RunAgent wrapper script
+SCRIPT_DIR="\$(cd "\$(dirname "\${BASH_SOURCE[0]}")" && pwd)"
+exec "\$SCRIPT_DIR/runagent_entry.dist/$FINAL_OUTPUT" "\$@"
+EOF
+    chmod +x "$WRAPPER"
+    
+    echo ""
+    echo "🧪 Testing binary..."
+    "$DIST_EXECUTABLE" --version
+    echo ""
+    echo "✨ Success! Executable is ready"
+    echo ""
+    echo "📊 Binary information:"
+    echo "   Distributable folder: $(du -sh $BUILD_DIR/runagent_entry.dist | cut -f1)"
+    echo "   Main binary: $(ls -lh $DIST_EXECUTABLE | awk '{print $5}')"
+    echo ""
+    echo "📦 Distribution structure:"
+    echo "   $BUILD_DIR/runagent_entry.dist/      # Standalone folder with all dependencies"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT             # Wrapper script (use this!)"
+    echo ""
+    
+    # Create tarball for distribution
+    echo "📦 Creating release archive..."
+    cd "$BUILD_DIR"
+    tar -czf "../runagent-macos-${ARCH_NAME}.tar.gz" runagent_entry.dist/
+    cd - > /dev/null
+    
+    TARBALL_SIZE=$(ls -lh "dist/runagent-macos-${ARCH_NAME}.tar.gz" | awk '{print $5}')
+    echo "✅ Release archive created: dist/runagent-macos-${ARCH_NAME}.tar.gz ($TARBALL_SIZE)"
+    echo ""
+    
+    echo "💡 Usage:"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT --version"
+    echo "   $BUILD_DIR/$FINAL_OUTPUT --help"
+    echo ""
+    echo "⚡ Performance test:"
+    echo "   time $BUILD_DIR/$FINAL_OUTPUT --help"
+    echo ""
+    echo "💡 To install system-wide:"
+    echo "   sudo cp -r $BUILD_DIR/runagent_entry.dist /usr/local/lib/"
+    echo "   sudo ln -sf /usr/local/lib/runagent_entry.dist/$FINAL_OUTPUT /usr/local/bin/runagent"
+    echo ""
+    echo "📝 Note: This creates a ~100-150MB folder instead of single file"
+    echo "   But startup is 10-20x FASTER! (~1-2s instead of 15-20s)"
+else
+    echo "❌ Binary file not found at $DIST_EXECUTABLE"
+    echo ""
+    echo "Looking for build output in $BUILD_DIR/:"
+    ls -la "$BUILD_DIR/"
+    exit 1
+fi
\ No newline at end of file
diff --git a/build_scripts/build-windows-standalone.ps1 b/build_scripts/build-windows-standalone.ps1
new file mode 100644
index 0000000..905ac7a
--- /dev/null
+++ b/build_scripts/build-windows-standalone.ps1
@@ -0,0 +1,219 @@
+# Standalone Windows build script for RunAgent with Nuitka
+# Usage: .\build_scripts\build-windows-standalone.ps1
+# Or from root: powershell -ExecutionPolicy Bypass -File build_scripts\build-windows-standalone.ps1
+
+$ErrorActionPreference = "Stop"
+
+Write-Host "🪟 RunAgent Windows Build Script (Standalone)" -ForegroundColor Cyan
+Write-Host "==============================================" -ForegroundColor Cyan
+Write-Host ""
+
+# Check prerequisites
+Write-Host "📋 Checking prerequisites..." -ForegroundColor White
+
+# Check Python
+if (-not (Get-Command python -ErrorAction SilentlyContinue)) {
+    Write-Host "❌ Python 3 not found. Please install Python 3.9+" -ForegroundColor Red
+    Write-Host ""
+    Write-Host "Download from: https://www.python.org/downloads/" -ForegroundColor Yellow
+    exit 1
+}
+
+$PythonVersion = python --version
+Write-Host "✅ $PythonVersion found" -ForegroundColor Green
+
+# Check for Visual Studio Build Tools
+$VSWhere = "${env:ProgramFiles(x86)}\Microsoft Visual Studio\Installer\vswhere.exe"
+if (-not (Test-Path $VSWhere)) {
+    Write-Host "⚠️  Visual Studio Build Tools not found" -ForegroundColor Yellow
+    Write-Host ""
+    Write-Host "Please install Visual Studio Build Tools:" -ForegroundColor Yellow
+    Write-Host "https://visualstudio.microsoft.com/downloads/#build-tools-for-visual-studio-2022" -ForegroundColor Yellow
+    Write-Host ""
+    Write-Host "Or install Visual Studio Community with 'Desktop development with C++' workload" -ForegroundColor Yellow
+    exit 1
+}
+
+# Navigate to project root (handle both direct execution and execution from root)
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+Set-Location $ProjectRoot
+
+Write-Host "📁 Project root: $ProjectRoot" -ForegroundColor White
+
+# Check if we're in the right directory
+if (-not (Test-Path "pyproject.toml")) {
+    Write-Host "❌ Error: pyproject.toml not found. Please run this script from the project root or build_scripts folder." -ForegroundColor Red
+    exit 1
+}
+
+# Setup virtual environment
+Write-Host ""
+Write-Host "📦 Setting up virtual environment..." -ForegroundColor White
+if (-not (Test-Path ".venv")) {
+    python -m venv .venv
+    Write-Host "✅ Virtual environment created" -ForegroundColor Green
+} else {
+    Write-Host "✅ Virtual environment already exists" -ForegroundColor Green
+}
+
+# Activate virtual environment
+& ".\.venv\Scripts\Activate.ps1"
+
+# Install dependencies
+Write-Host ""
+Write-Host "📥 Installing dependencies..." -ForegroundColor White
+pip install --upgrade pip --quiet
+pip install -e . --quiet
+pip install nuitka --quiet
+pip install ordered-set --quiet
+Write-Host "✅ Dependencies installed" -ForegroundColor Green
+
+# Create entry point if it doesn't exist
+if (-not (Test-Path "runagent_entry.py")) {
+    Write-Host ""
+    Write-Host "📝 Creating entry point file..." -ForegroundColor White
+    @'
+#!/usr/bin/env python3
+"""Nuitka entry point for RunAgent CLI"""
+
+if __name__ == "__main__":
+    from runagent.cli.main import runagent
+    runagent()
+'@ | Out-File -FilePath "runagent_entry.py" -Encoding UTF8
+    Write-Host "✅ Entry point created" -ForegroundColor Green
+}
+
+# Detect architecture
+if ($env:ARCH) {
+    # CI/CD: Use environment variable
+    $Arch = $env:ARCH
+} else {
+    # Local: Auto-detect
+    $Arch = if ([Environment]::Is64BitOperatingSystem) { "amd64" } else { "386" }
+}
+
+Write-Host ""
+Write-Host "🖥️  Building for Windows-$Arch" -ForegroundColor White
+Write-Host "⏳ This will take 5-10 minutes on first build..." -ForegroundColor White
+Write-Host ""
+
+$BuildDir = "dist\windows-$Arch"
+if (Test-Path $BuildDir) {
+    Remove-Item -Recurse -Force $BuildDir
+}
+if (Test-Path "runagent_entry.build") {
+    Remove-Item -Recurse -Force "runagent_entry.build"
+}
+if (Test-Path "runagent_entry.dist") {
+    Remove-Item -Recurse -Force "runagent_entry.dist"
+}
+if (Test-Path "runagent_entry.onefile-build") {
+    Remove-Item -Recurse -Force "runagent_entry.onefile-build"
+}
+New-Item -ItemType Directory -Force -Path $BuildDir | Out-Null
+
+$FinalOutput = "runagent.exe"
+
+Write-Host "🚀 Building Standalone Version (Fast Startup)..." -ForegroundColor Cyan
+
+# STANDALONE NUITKA COMMAND
+python -m nuitka `
+  --standalone `
+  --lto=yes `
+  --output-dir="$BuildDir" `
+  --output-filename="$FinalOutput" `
+  --enable-plugin=anti-bloat `
+  --python-flag=no_docstrings `
+  --python-flag=no_asserts `
+  --python-flag=no_site `
+  --python-flag=isolated `
+  --python-flag=safe_path `
+  --nofollow-import-to=examples `
+  --nofollow-import-to=templates `
+  --nofollow-import-to=test_scripts `
+  --nofollow-import-to=docs `
+  --nofollow-import-to=build_scripts `
+  --nofollow-import-to=runagent-* `
+  --nofollow-import-to=dist-* `
+  --follow-imports `
+  --assume-yes-for-downloads `
+  --jobs=4 `
+  runagent_entry.py
+
+Write-Host ""
+Write-Host "🧹 Cleaning up build artifacts..." -ForegroundColor White
+Remove-Item -Recurse -Force "$BuildDir\runagent_entry.build" -ErrorAction SilentlyContinue
+Remove-Item -Recurse -Force "$BuildDir\runagent_entry.onefile-build" -ErrorAction SilentlyContinue
+Write-Host "✅ Cleaned up temporary files" -ForegroundColor Green
+
+Write-Host ""
+Write-Host "✅ Build complete!" -ForegroundColor Green
+Write-Host ""
+
+# The binary is in the standalone folder
+$DistExecutable = "$BuildDir\runagent_entry.dist\$FinalOutput"
+
+if (Test-Path $DistExecutable) {
+    Write-Host "✅ Found executable at: $DistExecutable" -ForegroundColor Green
+    
+    # Create a wrapper batch file for easy execution
+    $Wrapper = "$BuildDir\runagent.bat"
+    @"
+@echo off
+REM RunAgent wrapper script
+set SCRIPT_DIR=%~dp0
+"%SCRIPT_DIR%runagent_entry.dist\$FinalOutput" %*
+"@ | Out-File -FilePath $Wrapper -Encoding ASCII
+    
+    Write-Host ""
+    Write-Host "🧪 Testing binary..." -ForegroundColor White
+    & $DistExecutable --version
+    Write-Host ""
+    Write-Host "✨ Success! Executable is ready" -ForegroundColor Green
+    Write-Host ""
+    
+    $FolderSize = (Get-ChildItem "$BuildDir\runagent_entry.dist" -Recurse | Measure-Object -Property Length -Sum).Sum / 1MB
+    $BinarySize = (Get-Item $DistExecutable).Length / 1MB
+    
+    Write-Host "📊 Binary information:" -ForegroundColor White
+    Write-Host "   Distributable folder: $([math]::Round($FolderSize, 2)) MB"
+    Write-Host "   Main binary: $([math]::Round($BinarySize, 2)) MB"
+    Write-Host ""
+    Write-Host "📦 Distribution structure:" -ForegroundColor White
+    Write-Host "   $BuildDir\runagent_entry.dist\      # Standalone folder with all dependencies"
+    Write-Host "   $BuildDir\runagent.bat              # Wrapper script (use this!)"
+    Write-Host ""
+    
+    # Create zip for distribution
+    Write-Host "📦 Creating release archive..." -ForegroundColor White
+    $ZipPath = "dist\runagent-windows-$Arch.zip"
+    if (Test-Path $ZipPath) {
+        Remove-Item $ZipPath
+    }
+    Compress-Archive -Path "$BuildDir\runagent_entry.dist" -DestinationPath $ZipPath -Force
+    
+    $ZipSize = (Get-Item $ZipPath).Length / 1MB
+    Write-Host "✅ Release archive created: $ZipPath ($([math]::Round($ZipSize, 2)) MB)" -ForegroundColor Green
+    Write-Host ""
+    
+    Write-Host "💡 Usage:" -ForegroundColor White
+    Write-Host "   $BuildDir\runagent.bat --version"
+    Write-Host "   $BuildDir\runagent.bat --help"
+    Write-Host ""
+    Write-Host "⚡ Performance test:" -ForegroundColor White
+    Write-Host "   Measure-Command { & $BuildDir\runagent.bat --help }"
+    Write-Host ""
+    Write-Host "💡 To install system-wide:" -ForegroundColor White
+    Write-Host "   1. Copy $BuildDir\runagent_entry.dist to C:\Program Files\RunAgent"
+    Write-Host "   2. Add C:\Program Files\RunAgent to your PATH"
+    Write-Host ""
+    Write-Host "📝 Note: This creates a ~100-150MB folder instead of single file" -ForegroundColor Yellow
+    Write-Host "   But startup is 10-20x FASTER! (~1-2s instead of 15-20s)" -ForegroundColor Yellow
+} else {
+    Write-Host "❌ Binary file not found at $DistExecutable" -ForegroundColor Red
+    Write-Host ""
+    Write-Host "Looking for build output in $BuildDir\:" -ForegroundColor Yellow
+    Get-ChildItem $BuildDir
+    exit 1
+}
\ No newline at end of file
diff --git a/clean-build.sh b/clean-build.sh
new file mode 100755
index 0000000..f849531
--- /dev/null
+++ b/clean-build.sh
@@ -0,0 +1,23 @@
+#!/bin/bash
+# Cleanup script for Nuitka build artifacts
+# Usage: ./clean-build.sh
+
+echo "🧹 Cleaning up Nuitka build artifacts..."
+
+cd "$(dirname "$0")"
+
+# Remove build directories
+rm -rf dist
+rm -rf runagent_entry.build
+rm -rf runagent_entry.dist
+rm -rf runagent_entry.onefile-build
+
+# Remove any backup files
+rm -f runagent_entry.py.bak
+rm -f *.pyc
+rm -f __pycache__
+
+echo "✅ Cleanup complete!"
+echo ""
+echo "Remaining files:"
+ls -la | grep -E "(runagent_entry|dist|\.build|\.dist|\.onefile)" || echo "  (none)"
diff --git a/docs/explanation/introduction.mdx b/docs/explanation/introduction.mdx
index 72159ca..6951d74 100644
--- a/docs/explanation/introduction.mdx
+++ b/docs/explanation/introduction.mdx
@@ -6,7 +6,8 @@ icon: 'book-open'
 
 import NeedHelp from '/snippets/need-help.mdx';
 
-RunAgent lets you deploy Python-based AI agents and access them from any language with full streaming support.
+RunAgent lets you deploy AI agents in seconds(self-host or in Cloud) and integrate those in any 
+software access them from any language with full streaming support.
 
 ## Key Benefits
 
diff --git a/docs/package.json b/docs/package.json
index 3d6d15e..b3551e6 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -1,3 +1,6 @@
 {
-  "packageManager": "pnpm@10.12.1+sha512.f0dda8580f0ee9481c5c79a1d927b9164f2c478e90992ad268bbb2465a736984391d6333d2c327913578b2804af33474ca554ba29c04a8b13060a717675ae3ac"
+  "packageManager": "pnpm@10.12.1+sha512.f0dda8580f0ee9481c5c79a1d927b9164f2c478e90992ad268bbb2465a736984391d6333d2c327913578b2804af33474ca554ba29c04a8b13060a717675ae3ac",
+  "dependencies": {
+    "mint": "^4.2.209"
+  }
 }
diff --git a/docs/pnpm-lock.yaml b/docs/pnpm-lock.yaml
new file mode 100644
index 0000000..af1a0b2
--- /dev/null
+++ b/docs/pnpm-lock.yaml
@@ -0,0 +1,7980 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      mint:
+        specifier: ^4.2.209
+        version: 4.2.209(@radix-ui/react-popover@1.1.15(@types/react@19.2.6)(react-dom@18.3.1(react@19.2.0))(react@19.2.0))(@types/node@24.10.1)(@types/react@19.2.6)(react-dom@18.3.1(react@19.2.0))(typescript@5.9.3)(yaml@2.8.1)
+
+packages:
+
+  '@alcalzone/ansi-tokenize@0.2.2':
+    resolution: {integrity: sha512-mkOh+Wwawzuf5wa30bvc4nA+Qb6DIrGWgBhRR/Pw4T9nsgYait8izvXkNyU78D6Wcu3Z+KUdwCmLCxlWjEotYA==}
+    engines: {node: '>=18'}
+
+  '@alloc/quick-lru@5.2.0':
+    resolution: {integrity: sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==}
+    engines: {node: '>=10'}
+
+  '@ark/schema@0.55.0':
+    resolution: {integrity: sha512-IlSIc0FmLKTDGr4I/FzNHauMn0MADA6bCjT1wauu4k6MyxhC1R9gz0olNpIRvK7lGGDwtc/VO0RUDNvVQW5WFg==}
+
+  '@ark/util@0.55.0':
+    resolution: {integrity: sha512-aWFNK7aqSvqFtVsl1xmbTjGbg91uqtJV7Za76YGNEwIO4qLjMfyY8flmmbhooYMuqPCO2jyxu8hve943D+w3bA==}
+
+  '@asyncapi/parser@3.4.0':
+    resolution: {integrity: sha512-Sxn74oHiZSU6+cVeZy62iPZMFMvKp4jupMFHelSICCMw1qELmUHPvuZSr+ZHDmNGgHcEpzJM5HN02kR7T4g+PQ==}
+
+  '@asyncapi/specs@6.10.0':
+    resolution: {integrity: sha512-vB5oKLsdrLUORIZ5BXortZTlVyGWWMC1Nud/0LtgxQ3Yn2738HigAD6EVqScvpPsDUI/bcLVsYEXN4dtXQHVng==}
+
+  '@babel/code-frame@7.27.1':
+    resolution: {integrity: sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==}
+    engines: {node: '>=6.9.0'}
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+      side-channel-weakmap: 1.0.2
+
+  signal-exit@3.0.7: {}
+
+  signal-exit@4.1.0: {}
+
+  simple-eval@1.0.1:
+    dependencies:
+      jsep: 1.4.0
+
+  simple-swizzle@0.2.4:
+    dependencies:
+      is-arrayish: 0.3.4
+
+  slice-ansi@7.1.2:
+    dependencies:
+      ansi-styles: 6.2.3
+      is-fullwidth-code-point: 5.1.0
+
+  smart-buffer@4.2.0: {}
+
+  socket.io-adapter@2.5.5:
+    dependencies:
+      debug: 4.3.7
+      ws: 8.17.1
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
+  socket.io-parser@4.2.4:
+    dependencies:
+      '@socket.io/component-emitter': 3.1.2
+      debug: 4.3.7
+    transitivePeerDependencies:
+      - supports-color
+
+  socket.io@4.8.1:
+    dependencies:
+      accepts: 1.3.8
+      base64id: 2.0.0
+      cors: 2.8.5
+      debug: 4.3.7
+      engine.io: 6.6.4
+      socket.io-adapter: 2.5.5
+      socket.io-parser: 4.2.4
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
+  socks-proxy-agent@8.0.5:
+    dependencies:
+      agent-base: 7.1.4
+      debug: 4.4.3
+      socks: 2.8.7
+    transitivePeerDependencies:
+      - supports-color
+
+  socks@2.8.7:
+    dependencies:
+      ip-address: 10.1.0
+      smart-buffer: 4.2.0
+
+  source-map-js@1.2.1: {}
+
+  source-map@0.6.1:
+    optional: true
+
+  source-map@0.7.6: {}
+
+  space-separated-tokens@2.0.2: {}
+
+  sprintf-js@1.0.3: {}
+
+  stack-utils@2.0.6:
+    dependencies:
+      escape-string-regexp: 2.0.0
+
+  statuses@2.0.1: {}
+
+  stop-iteration-iterator@1.1.0:
+    dependencies:
+      es-errors: 1.3.0
+      internal-slot: 1.1.0
+
+  streamx@2.23.0:
+    dependencies:
+      events-universal: 1.0.1
+      fast-fifo: 1.3.2
+      text-decoder: 1.2.3
+    transitivePeerDependencies:
+      - bare-abort-controller
+      - react-native-b4a
+
+  string-width@4.2.3:
+    dependencies:
+      emoji-regex: 8.0.0
+      is-fullwidth-code-point: 3.0.0
+      strip-ansi: 6.0.1
+
+  string-width@7.2.0:
+    dependencies:
+      emoji-regex: 10.6.0
+      get-east-asian-width: 1.4.0
+      strip-ansi: 7.1.2
+
+  string-width@8.1.0:
+    dependencies:
+      get-east-asian-width: 1.4.0
+      strip-ansi: 7.1.2
+
+  string.prototype.trim@1.2.10:
+    dependencies:
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      define-data-property: 1.1.4
+      define-properties: 1.2.1
+      es-abstract: 1.24.0
+      es-object-atoms: 1.1.1
+      has-property-descriptors: 1.0.2
+
+  string.prototype.trimend@1.0.9:
+    dependencies:
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      define-properties: 1.2.1
+      es-object-atoms: 1.1.1
+
+  string.prototype.trimstart@1.0.8:
+    dependencies:
+      call-bind: 1.0.8
+      define-properties: 1.2.1
+      es-object-atoms: 1.1.1
+
+  stringify-entities@4.0.4:
+    dependencies:
+      character-entities-html4: 2.1.0
+      character-entities-legacy: 3.0.0
+
+  strip-ansi@6.0.1:
+    dependencies:
+      ansi-regex: 5.0.1
+
+  strip-ansi@7.1.2:
+    dependencies:
+      ansi-regex: 6.2.2
+
+  strip-bom-string@1.0.0: {}
+
+  style-to-js@1.1.21:
+    dependencies:
+      style-to-object: 1.0.14
+
+  style-to-object@1.0.14:
+    dependencies:
+      inline-style-parser: 0.2.7
+
+  sucrase@3.35.1:
+    dependencies:
+      '@jridgewell/gen-mapping': 0.3.13
+      commander: 4.1.1
+      lines-and-columns: 1.2.4
+      mz: 2.7.0
+      pirates: 4.0.7
+      tinyglobby: 0.2.15
+      ts-interface-checker: 0.1.13
+
+  supports-preserve-symlinks-flag@1.0.0: {}
+
+  tailwindcss@3.4.18(yaml@2.8.1):
+    dependencies:
+      '@alloc/quick-lru': 5.2.0
+      arg: 5.0.2
+      chokidar: 3.6.0
+      didyoumean: 1.2.2
+      dlv: 1.1.3
+      fast-glob: 3.3.3
+      glob-parent: 6.0.2
+      is-glob: 4.0.3
+      jiti: 1.21.7
+      lilconfig: 3.1.3
+      micromatch: 4.0.8
+      normalize-path: 3.0.0
+      object-hash: 3.0.0
+      picocolors: 1.1.1
+      postcss: 8.5.6
+      postcss-import: 15.1.0(postcss@8.5.6)
+      postcss-js: 4.1.0(postcss@8.5.6)
+      postcss-load-config: 6.0.1(jiti@1.21.7)(postcss@8.5.6)(yaml@2.8.1)
+      postcss-nested: 6.2.0(postcss@8.5.6)
+      postcss-selector-parser: 6.1.2
+      resolve: 1.22.11
+      sucrase: 3.35.1
+    transitivePeerDependencies:
+      - tsx
+      - yaml
+
+  tar-fs@3.1.1:
+    dependencies:
+      pump: 3.0.3
+      tar-stream: 3.1.7
+    optionalDependencies:
+      bare-fs: 4.5.1
+      bare-path: 3.0.0
+    transitivePeerDependencies:
+      - bare-abort-controller
+      - bare-buffer
+      - react-native-b4a
+
+  tar-stream@3.1.7:
+    dependencies:
+      b4a: 1.7.3
+      fast-fifo: 1.3.2
+      streamx: 2.23.0
+    transitivePeerDependencies:
+      - bare-abort-controller
+      - react-native-b4a
+
+  tar@6.2.1:
+    dependencies:
+      chownr: 2.0.0
+      fs-minipass: 2.1.0
+      minipass: 5.0.0
+      minizlib: 2.1.2
+      mkdirp: 1.0.4
+      yallist: 4.0.0
+
+  text-decoder@1.2.3:
+    dependencies:
+      b4a: 1.7.3
+    transitivePeerDependencies:
+      - react-native-b4a
+
+  thenify-all@1.6.0:
+    dependencies:
+      thenify: 3.3.1
+
+  thenify@3.3.1:
+    dependencies:
+      any-promise: 1.3.0
+
+  through@2.3.8: {}
+
+  tinyglobby@0.2.15:
+    dependencies:
+      fdir: 6.5.0(picomatch@4.0.3)
+      picomatch: 4.0.3
+
+  to-data-view@1.1.0: {}
+
+  to-regex-range@5.0.1:
+    dependencies:
+      is-number: 7.0.0
+
+  toidentifier@1.0.1: {}
+
+  tr46@0.0.3: {}
+
+  trim-lines@3.0.1: {}
+
+  trim-trailing-lines@2.1.0: {}
+
+  trough@2.2.0: {}
+
+  ts-interface-checker@0.1.13: {}
+
+  tslib@1.14.1: {}
+
+  tslib@2.8.1: {}
+
+  twoslash-protocol@0.3.4: {}
+
+  twoslash@0.3.4(typescript@5.9.3):
+    dependencies:
+      '@typescript/vfs': 1.6.2(typescript@5.9.3)
+      twoslash-protocol: 0.3.4
+      typescript: 5.9.3
+    transitivePeerDependencies:
+      - supports-color
+
+  type-fest@4.41.0: {}
+
+  type-is@1.6.18:
+    dependencies:
+      media-typer: 0.3.0
+      mime-types: 2.1.35
+
+  typed-array-buffer@1.0.3:
+    dependencies:
+      call-bound: 1.0.4
+      es-errors: 1.3.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-length@1.0.3:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-offset@1.0.4:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+      reflect.getprototypeof: 1.0.10
+
+  typed-array-length@1.0.7:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      is-typed-array: 1.1.15
+      possible-typed-array-names: 1.1.0
+      reflect.getprototypeof: 1.0.10
+
+  typescript@5.9.3: {}
+
+  unbox-primitive@1.1.0:
+    dependencies:
+      call-bound: 1.0.4
+      has-bigints: 1.1.0
+      has-symbols: 1.1.0
+      which-boxed-primitive: 1.1.1
+
+  unbzip2-stream@1.4.3:
+    dependencies:
+      buffer: 5.7.1
+      through: 2.3.8
+
+  undici-types@7.16.0: {}
+
+  unified@11.0.5:
+    dependencies:
+      '@types/unist': 3.0.3
+      bail: 2.0.2
+      devlop: 1.1.0
+      extend: 3.0.2
+      is-plain-obj: 4.1.0
+      trough: 2.2.0
+      vfile: 6.0.3
+
+  unist-builder@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-find-after@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+
+  unist-util-is@5.2.1:
+    dependencies:
+      '@types/unist': 2.0.11
+
+  unist-util-is@6.0.1:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-map@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-modify-children@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      array-iterate: 2.0.1
+
+  unist-util-position-from-estree@2.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-position@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-remove-position@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-visit: 5.0.0
+
+  unist-util-remove@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+      unist-util-visit-parents: 6.0.2
+
+  unist-util-stringify-position@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-visit-children@3.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-visit-parents@5.1.3:
+    dependencies:
+      '@types/unist': 2.0.11
+      unist-util-is: 5.2.1
+
+  unist-util-visit-parents@6.0.2:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+
+  unist-util-visit@4.1.2:
+    dependencies:
+      '@types/unist': 2.0.11
+      unist-util-is: 5.2.1
+      unist-util-visit-parents: 5.1.3
+
+  unist-util-visit@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+      unist-util-visit-parents: 6.0.2
+
+  universalify@2.0.1: {}
+
+  unpipe@1.0.0: {}
+
+  urijs@1.19.11: {}
+
+  urlpattern-polyfill@10.0.0: {}
+
+  use-callback-ref@1.3.3(@types/react@19.2.6)(react@19.2.0):
+    dependencies:
+      react: 19.2.0
+      tslib: 2.8.1
+    optionalDependencies:
+      '@types/react': 19.2.6
+
+  use-sidecar@1.1.3(@types/react@19.2.6)(react@19.2.0):
+    dependencies:
+      detect-node-es: 1.1.0
+      react: 19.2.0
+      tslib: 2.8.1
+    optionalDependencies:
+      '@types/react': 19.2.6
+
+  util-deprecate@1.0.2: {}
+
+  utility-types@3.11.0: {}
+
+  utils-merge@1.0.1: {}
+
+  uuid@11.1.0: {}
+
+  vary@1.1.2: {}
+
+  vfile-location@5.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile: 6.0.3
+
+  vfile-matter@5.0.1:
+    dependencies:
+      vfile: 6.0.3
+      yaml: 2.8.1
+
+  vfile-message@4.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-stringify-position: 4.0.0
+
+  vfile@6.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile-message: 4.0.3
+
+  web-namespaces@2.0.1: {}
+
+  webidl-conversions@3.0.1: {}
+
+  whatwg-url@5.0.0:
+    dependencies:
+      tr46: 0.0.3
+      webidl-conversions: 3.0.1
+
+  which-boxed-primitive@1.1.1:
+    dependencies:
+      is-bigint: 1.1.0
+      is-boolean-object: 1.2.2
+      is-number-object: 1.1.1
+      is-string: 1.1.1
+      is-symbol: 1.1.1
+
+  which-builtin-type@1.2.1:
+    dependencies:
+      call-bound: 1.0.4
+      function.prototype.name: 1.1.8
+      has-tostringtag: 1.0.2
+      is-async-function: 2.1.1
+      is-date-object: 1.1.0
+      is-finalizationregistry: 1.1.1
+      is-generator-function: 1.1.2
+      is-regex: 1.2.1
+      is-weakref: 1.1.1
+      isarray: 2.0.5
+      which-boxed-primitive: 1.1.1
+      which-collection: 1.0.2
+      which-typed-array: 1.1.19
+
+  which-collection@1.0.2:
+    dependencies:
+      is-map: 2.0.3
+      is-set: 2.0.3
+      is-weakmap: 2.0.2
+      is-weakset: 2.0.4
+
+  which-typed-array@1.1.19:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      for-each: 0.3.5
+      get-proto: 1.0.1
+      gopd: 1.2.0
+      has-tostringtag: 1.0.2
+
+  widest-line@5.0.0:
+    dependencies:
+      string-width: 7.2.0
+
+  wrap-ansi@6.2.0:
+    dependencies:
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
+
+  wrap-ansi@7.0.0:
+    dependencies:
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
+
+  wrap-ansi@9.0.2:
+    dependencies:
+      ansi-styles: 6.2.3
+      string-width: 7.2.0
+      strip-ansi: 7.1.2
+
+  wrappy@1.0.2: {}
+
+  ws@8.17.1: {}
+
+  ws@8.18.3: {}
+
+  xml2js@0.6.2:
+    dependencies:
+      sax: 1.4.3
+      xmlbuilder: 11.0.1
+
+  xmlbuilder@11.0.1: {}
+
+  y18n@5.0.8: {}
+
+  yallist@4.0.0: {}
+
+  yaml@2.8.1: {}
+
+  yargs-parser@21.1.1: {}
+
+  yargs@17.7.2:
+    dependencies:
+      cliui: 8.0.1
+      escalade: 3.2.0
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
+      y18n: 5.0.8
+      yargs-parser: 21.1.1
+
+  yauzl@2.10.0:
+    dependencies:
+      buffer-crc32: 0.2.13
+      fd-slicer: 1.1.0
+
+  yoctocolors-cjs@2.1.3: {}
+
+  yoga-layout@3.2.1: {}
+
+  zod-to-json-schema@3.25.0(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
+  zod@3.23.8: {}
+
+  zod@3.25.76: {}
+
+  zwitch@2.0.4: {}
diff --git a/examples/Stockagent/agent.py b/examples/Stockagent/agent.py
index b3707e7..a8080c4 100644
--- a/examples/Stockagent/agent.py
+++ b/examples/Stockagent/agent.py
@@ -1,9 +1,7 @@
 import math
 import time
 import openai
-import tiktoken
 import random
-import requests
 import google.generativeai as genai
 
 import util
@@ -12,8 +10,6 @@
 from prompt.agent_prompt import *
 from procoder.functional import format_prompt
 from procoder.prompt import *
-from secretary import Secretary
-from stock import Stock
 
 
 def random_init(stock_a_initial, stock_b_initial):
diff --git a/examples/Stockagent/log/custom_logger.py b/examples/Stockagent/log/custom_logger.py
index c423d91..a42786b 100644
--- a/examples/Stockagent/log/custom_logger.py
+++ b/examples/Stockagent/log/custom_logger.py
@@ -1,5 +1,5 @@
 import logging
-from colorama import Fore, Style, Back
+from colorama import Fore, Style
 
 class ColoredFormatter(logging.Formatter):
     def format(self, record):
diff --git a/examples/Stockagent/main.py b/examples/Stockagent/main.py
index f5a1ec0..45b5617 100644
--- a/examples/Stockagent/main.py
+++ b/examples/Stockagent/main.py
@@ -1,8 +1,5 @@
 import argparse
 import random
-import pandas as pd
-import openai
-import tiktoken
 
 import util
 from agent import Agent
diff --git a/examples/Stockagent/runagent_wrapper.py b/examples/Stockagent/runagent_wrapper.py
index 4d0d251..a9dd069 100644
--- a/examples/Stockagent/runagent_wrapper.py
+++ b/examples/Stockagent/runagent_wrapper.py
@@ -1,16 +1,13 @@
 """
 RunAgent Wrapper for StockAgent - RUNS REAL SIMULATION WITH FULL LOGGING
 """
-import json
 import time
-import sys
 import io
 import logging
 from typing import Dict, Any, Iterator
 from dataclasses import dataclass, asdict
 import os
 import random
-from contextlib import redirect_stdout, redirect_stderr
 
 # Import StockAgent modules
 from main import handle_action
diff --git a/examples/Stockagent/secretary.py b/examples/Stockagent/secretary.py
index 369ce87..95ef39e 100644
--- a/examples/Stockagent/secretary.py
+++ b/examples/Stockagent/secretary.py
@@ -1,5 +1,4 @@
 import json
-import os
 import openai
 from log.custom_logger import log
 
diff --git a/examples/book_writer/backend/app.py b/examples/book_writer/backend/app.py
index 30285ac..2feba8b 100644
--- a/examples/book_writer/backend/app.py
+++ b/examples/book_writer/backend/app.py
@@ -1,9 +1,8 @@
-from flask import Flask, request, jsonify, send_file, Response
+from flask import Flask, request, jsonify, Response
 from flask_cors import CORS
 from runagent import RunAgentClient
 import os
 import traceback
-from datetime import datetime
 import io
 
 app = Flask(__name__)
diff --git a/examples/deprecated/Vibe_Agent_Builder_gpt_5/main.py b/examples/deprecated/Vibe_Agent_Builder_gpt_5/main.py
index 65059c5..11ebcc4 100644
--- a/examples/deprecated/Vibe_Agent_Builder_gpt_5/main.py
+++ b/examples/deprecated/Vibe_Agent_Builder_gpt_5/main.py
@@ -9,9 +9,8 @@
 import subprocess
 import threading
 import time
-from typing import Dict, List, Optional
+from typing import Dict, Optional
 from openai import OpenAI
-import shutil
 from pathlib import Path
 
 app = FastAPI(title="RunAgent Generator API")
diff --git a/examples/deprecated/code-reviewer/code-reviewer/agent.py b/examples/deprecated/code-reviewer/code-reviewer/agent.py
index 4ebd755..1bb7ff1 100644
--- a/examples/deprecated/code-reviewer/code-reviewer/agent.py
+++ b/examples/deprecated/code-reviewer/code-reviewer/agent.py
@@ -1,5 +1,5 @@
 import os
-from typing import Any, Dict
+from typing import Dict
 from dotenv import load_dotenv
 from letta_client import CreateBlock, Letta
 from code_review_tools import analyze_code_quality, detect_security_issues, suggest_improvements
diff --git a/examples/deprecated/code-reviewer/code-reviewer/code_review_tools.py b/examples/deprecated/code-reviewer/code-reviewer/code_review_tools.py
index 1e967c6..5afb5b7 100644
--- a/examples/deprecated/code-reviewer/code-reviewer/code_review_tools.py
+++ b/examples/deprecated/code-reviewer/code-reviewer/code_review_tools.py
@@ -15,8 +15,6 @@ def analyze_code_quality(code: str, language: str = "auto") -> dict:
         dict: Quality analysis results
     """
     # ALL IMPORTS MUST BE INSIDE THE FUNCTION FOR LETTA
-    import re
-    import ast
     
     def _detect_language_internal(code: str) -> str:
         """Auto-detect programming language from code content"""
diff --git a/examples/gaming-pc-builder/agent/simple_pc_builder.py b/examples/gaming-pc-builder/agent/simple_pc_builder.py
index 7fb849a..f8d6a9b 100644
--- a/examples/gaming-pc-builder/agent/simple_pc_builder.py
+++ b/examples/gaming-pc-builder/agent/simple_pc_builder.py
@@ -1,9 +1,8 @@
 from functools import partial
 from agno.agent import Agent
 from agno.models.openai import OpenAIChat
-import json
 import requests
-from typing import Dict, List
+from typing import Dict
 import time
 import re
 import os
diff --git a/examples/lead-agent/backend/app.py b/examples/lead-agent/backend/app.py
index 2bbc6d9..2b3c9aa 100644
--- a/examples/lead-agent/backend/app.py
+++ b/examples/lead-agent/backend/app.py
@@ -3,7 +3,6 @@
 from runagent import RunAgentClient
 import os
 import json
-from typing import List, Dict, Any
 import traceback
 
 app = Flask(__name__)
diff --git a/examples/lead-agent/lead-score-flow/main.py b/examples/lead-agent/lead-score-flow/main.py
index 73746f8..8de1471 100644
--- a/examples/lead-agent/lead-score-flow/main.py
+++ b/examples/lead-agent/lead-score-flow/main.py
@@ -5,8 +5,6 @@
 import asyncio
 import csv
 import json
-import os
-import re
 import sys
 from pathlib import Path
 from typing import Dict, Any, List
diff --git a/examples/lightrag_agent_(developing)/agent/storage.py b/examples/lightrag_agent_(developing)/agent/storage.py
index 0031c86..69f736c 100644
--- a/examples/lightrag_agent_(developing)/agent/storage.py
+++ b/examples/lightrag_agent_(developing)/agent/storage.py
@@ -5,7 +5,6 @@
 
 import os
 import asyncpg
-import asyncio
 from typing import Optional
 from loguru import logger
 
diff --git a/examples/lightrag_agent_(developing)/services/rag_service.py b/examples/lightrag_agent_(developing)/services/rag_service.py
index 3fcbecb..1802df8 100644
--- a/examples/lightrag_agent_(developing)/services/rag_service.py
+++ b/examples/lightrag_agent_(developing)/services/rag_service.py
@@ -4,9 +4,7 @@
 """
 
 import os
-import asyncio
 from typing import List, Dict, Optional, Any
-from pathlib import Path
 
 from lightrag import LightRAG, QueryParam
 from lightrag.llm.openai import openai_complete_if_cache, openai_embed
diff --git a/examples/lightrag_agent_(developing)/utils/helpers.py b/examples/lightrag_agent_(developing)/utils/helpers.py
index 111a8a1..cceac15 100644
--- a/examples/lightrag_agent_(developing)/utils/helpers.py
+++ b/examples/lightrag_agent_(developing)/utils/helpers.py
@@ -2,9 +2,8 @@
 Helper utilities for LightRAG agent
 """
 
-import os
 import json
-from typing import Any, Dict
+from typing import Any
 from loguru import logger
 
 
diff --git a/examples/rag_agent/agent/agent.py b/examples/rag_agent/agent/agent.py
index 907da2e..91d815a 100644
--- a/examples/rag_agent/agent/agent.py
+++ b/examples/rag_agent/agent/agent.py
@@ -1,17 +1,13 @@
 import os
 from typing import List, Dict, Any, Literal, Optional, Tuple
 from dataclasses import dataclass
-import tempfile
 
 # --- LangChain v0.2+/0.3+ imports ---
 from langchain_core.documents import Document
-from langchain_core.messages import HumanMessage
 from langchain_core.prompts import ChatPromptTemplate
 from langchain_core.output_parsers import StrOutputParser
 from langchain_core.runnables import RunnablePassthrough
 
-from langchain_text_splitters import RecursiveCharacterTextSplitter
-from langchain_community.document_loaders import PyPDFLoader
 from langchain_community.vectorstores import Qdrant
 from langchain_community.tools import DuckDuckGoSearchRun
 from langchain_openai import OpenAIEmbeddings, ChatOpenAI
diff --git a/examples/rag_agent/backend/app.py b/examples/rag_agent/backend/app.py
index 1ae1048..147d49c 100644
--- a/examples/rag_agent/backend/app.py
+++ b/examples/rag_agent/backend/app.py
@@ -5,7 +5,6 @@
 import json
 import tempfile
 from werkzeug.utils import secure_filename
-from typing import Dict, Any
 
 # Import DocumentManager from manage_documents
 import sys
diff --git a/examples/rag_agent/test_connection.py b/examples/rag_agent/test_connection.py
index 5561f02..3f42fe4 100644
--- a/examples/rag_agent/test_connection.py
+++ b/examples/rag_agent/test_connection.py
@@ -3,7 +3,6 @@
 Test script to check if backend is accessible
 """
 import requests
-import sys
 
 def test_backend(url):
     """Test if backend is accessible"""
diff --git a/examples/recipe_creator/backend/app.py b/examples/recipe_creator/backend/app.py
index 73188d3..600744a 100644
--- a/examples/recipe_creator/backend/app.py
+++ b/examples/recipe_creator/backend/app.py
@@ -1,7 +1,6 @@
 from flask import Flask, request, jsonify, Response
 from flask_cors import CORS
 from runagent import RunAgentClient
-import os
 import json
 
 app = Flask(__name__)
diff --git a/examples/recipe_creator/sdk/python/test.py b/examples/recipe_creator/sdk/python/test.py
index 14330b8..a19cbd9 100644
--- a/examples/recipe_creator/sdk/python/test.py
+++ b/examples/recipe_creator/sdk/python/test.py
@@ -6,8 +6,6 @@
 """
 
 from runagent import RunAgentClient
-from dotenv import load_dotenv
-import os
 
 
 
diff --git a/examples/trip_planner/backend/app.py b/examples/trip_planner/backend/app.py
index f3b6359..a4bfe75 100644
--- a/examples/trip_planner/backend/app.py
+++ b/examples/trip_planner/backend/app.py
@@ -1,7 +1,6 @@
 from flask import Flask, request, jsonify, Response
 from flask_cors import CORS
 from runagent import RunAgentClient
-import os
 import json
 
 app = Flask(__name__)
diff --git a/pyproject.toml b/pyproject.toml
index 4dbcb64..fda5658 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "runagent"
-version = "0.1.41"
+version = "0.1.42"
 description = "A command-line tool and SDK for deploying, managing, and interacting with AI agents"
 readme = "README.md"
 requires-python = ">=3.9"
@@ -103,7 +103,7 @@ line_length = 88
 skip = ["docs"]
 
 [tool.mypy]
-python_version = "0.1.41"
+python_version = "0.1.42"
 warn_return_any = true
 warn_unused_configs = true
 disallow_untyped_defs = true
@@ -159,7 +159,6 @@ fail_under = 80
 
 [tool.ruff]
 line-length = 88
-target-version = "0.1.41"
 select = [
     "E",   # pycodestyle errors
     "W",   # pycodestyle warnings
diff --git a/runagent-go/version.go b/runagent-go/version.go
index 9895c19..de953c9 100644
--- a/runagent-go/version.go
+++ b/runagent-go/version.go
@@ -1,4 +1,4 @@
 package runagent
 
 // Version represents the current version of the RunAgent Go SDK
-const Version = "0.1.41"
+const Version = "0.1.42"
diff --git a/runagent-rust/runagent/Cargo.toml b/runagent-rust/runagent/Cargo.toml
index aee3c59..fb20ea3 100644
--- a/runagent-rust/runagent/Cargo.toml
+++ b/runagent-rust/runagent/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "runagent"
-version = "0.1.41"
+version = "0.1.42"
 edition = "2021"
 description = "RunAgent SDK for Rust - Client SDK for interacting with deployed AI agents"
 license = "MIT"
diff --git a/runagent-ts/.gitignore b/runagent-ts/.gitignore
index e69de29..7773828 100644
--- a/runagent-ts/.gitignore
+++ b/runagent-ts/.gitignore
@@ -0,0 +1 @@
+dist/
\ No newline at end of file
diff --git a/runagent-ts/package-lock.json b/runagent-ts/package-lock.json
index 8c2396c..d7e6972 100644
--- a/runagent-ts/package-lock.json
+++ b/runagent-ts/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "runagent",
-  "version": "0.1.41",
+  "version": "0.1.42",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "runagent",
-      "version": "0.1.41",
+      "version": "0.1.42",
       "dependencies": {
         "better-sqlite3": "^12.2.0"
       },
diff --git a/runagent-ts/package.json b/runagent-ts/package.json
index 3d8a6b7..d48d0d8 100644
--- a/runagent-ts/package.json
+++ b/runagent-ts/package.json
@@ -1,6 +1,6 @@
 {
   "name": "runagent",
-  "version": "0.1.41",
+  "version": "0.1.42",
   "type": "module",
   "files": [
     "dist"
diff --git a/runagent/__init__.py b/runagent/__init__.py
index 401b012..0ce56dc 100644
--- a/runagent/__init__.py
+++ b/runagent/__init__.py
@@ -5,7 +5,7 @@
 built with frameworks like LangGraph, LangChain, and LlamaIndex.
 """
 
-__version__ = "0.1.41"
+__version__ = "0.1.42"
 
 from .client import RunAgentClient
 
diff --git a/runagent/__version__.py b/runagent/__version__.py
index 6e862d0..6728003 100644
--- a/runagent/__version__.py
+++ b/runagent/__version__.py
@@ -1 +1 @@
-__version__ = "0.1.41"
+__version__ = "0.1.42"
diff --git a/runagent/cli/auth/device_client.py b/runagent/cli/auth/device_client.py
index 3e1506d..2a16fdc 100644
--- a/runagent/cli/auth/device_client.py
+++ b/runagent/cli/auth/device_client.py
@@ -3,7 +3,6 @@
 Handles HTTP communication with device code authentication endpoints.
 """
 
-import os
 import secrets
 import typing as t
 
diff --git a/runagent/cli/branding.py b/runagent/cli/branding.py
index b0e565d..e5fb2a2 100644
--- a/runagent/cli/branding.py
+++ b/runagent/cli/branding.py
@@ -121,8 +121,6 @@ def show_serve_progress(steps: list = None):
         steps: List of (message, completed) tuples showing progress steps
     """
     from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn
-    from rich.live import Live
-    from rich.text import Text
     import time
     
     default_steps = [
diff --git a/runagent/cli/commands/config.py b/runagent/cli/commands/config.py
index 842a54b..66e98f1 100644
--- a/runagent/cli/commands/config.py
+++ b/runagent/cli/commands/config.py
@@ -2,29 +2,18 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
 from runagent import RunAgent
 from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
     AuthenticationError,
-    TemplateError,
-    ValidationError,
 )
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
 from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework, safe_prompt
-from runagent.utils.enums.framework import Framework
+from runagent.cli.utils import safe_prompt
 console = Console()
 
 
@@ -180,7 +169,6 @@ def _set_base_url_direct(base_url: str):
 def show_interactive_config_menu():
     """Show interactive configuration menu"""
     try:
-        from rich.panel import Panel
         from runagent.cli.branding import print_header
         import inquirer
         
diff --git a/runagent/cli/commands/db.py b/runagent/cli/commands/db.py
index 99d2359..0b922c7 100644
--- a/runagent/cli/commands/db.py
+++ b/runagent/cli/commands/db.py
@@ -3,28 +3,12 @@
 """
 import os
 import json
-import uuid
 
-from pathlib import Path
 
 import click
 from rich.console import Console
 from rich.table import Table
 
-from runagent import RunAgent
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -55,6 +39,7 @@ def db():
 def status(cleanup_days, agent_id):
     """Show local database status and statistics (ENHANCED with invocation stats)"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
 
         if agent_id:
@@ -187,6 +172,7 @@ def status(cleanup_days, agent_id):
 def invocations(agent_id, status, limit, output_format):
     """Show agent invocation history and statistics"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
         
         # Get invocations
@@ -297,6 +283,7 @@ def invocations(agent_id, status, limit, output_format):
 def invocation(invocation_id, output_format):
     """Show detailed information about a specific invocation"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
         
         invocation = sdk.db_service.get_invocation(invocation_id)
@@ -390,6 +377,7 @@ def invocation(invocation_id, output_format):
 def cleanup(days, agent_runs, yes):
     """Clean up old database records"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
         
         # Get count of records to be cleaned
@@ -454,6 +442,7 @@ def cleanup(days, agent_runs, yes):
 def logs(agent_id, limit, output_format):
     """Show all agent logs (no filtering)"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
         
         if agent_id:
@@ -568,6 +557,7 @@ def logs(agent_id, limit, output_format):
 def cleanup_logs(days, yes):
     """Clean up old agent logs"""
     try:
+        from runagent import RunAgent
         sdk = RunAgent()
         
         if not yes:
diff --git a/runagent/cli/commands/delete.py b/runagent/cli/commands/delete.py
index 82a4033..6fe698f 100644
--- a/runagent/cli/commands/delete.py
+++ b/runagent/cli/commands/delete.py
@@ -2,29 +2,13 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
-from pathlib import Path
 
 import click
 from rich.console import Console
 from rich.table import Table
 
 from runagent import RunAgent
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
diff --git a/runagent/cli/commands/deploy.py b/runagent/cli/commands/deploy.py
index 575b220..f81d8f2 100644
--- a/runagent/cli/commands/deploy.py
+++ b/runagent/cli/commands/deploy.py
@@ -2,29 +2,16 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
 from runagent import RunAgent
 from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
     AuthenticationError,
-    TemplateError,
-    ValidationError,
 )
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
diff --git a/runagent/cli/commands/init.py b/runagent/cli/commands/init.py
index 5587988..bb4812f 100644
--- a/runagent/cli/commands/init.py
+++ b/runagent/cli/commands/init.py
@@ -14,7 +14,6 @@
 from runagent.cli.utils import add_framework_options, get_selected_framework, safe_prompt
 from runagent.constants import AGENT_CONFIG_FILE_NAME, TEMPLATE_REPO_URL
 from runagent.sdk import RunAgent
-from runagent.sdk.db import DBService
 from runagent.sdk.exceptions import TemplateError
 from runagent.utils.agent import get_agent_config, get_agent_config_with_defaults
 from runagent.utils.agent_id import generate_agent_id, generate_config_fingerprint
@@ -384,6 +383,7 @@ def init(path, template, minimal, existing, from_template, use_auth, name, descr
                     config_fingerprint = generate_config_fingerprint(project_path)
                     
                     # Create database service and add agent
+                    from runagent.sdk.db import DBService
                     db_service = DBService()
                     
                     # Get active project ID from user metadata
@@ -445,6 +445,7 @@ def init(path, template, minimal, existing, from_template, use_auth, name, descr
                     config_fingerprint = generate_config_fingerprint(project_path)
                     
                     # Create database service and add agent
+                    from runagent.sdk.db import DBService
                     db_service = DBService()
                     
                     # Get active project ID from user metadata
diff --git a/runagent/cli/commands/register.py b/runagent/cli/commands/register.py
index dd3ee07..0950c41 100644
--- a/runagent/cli/commands/register.py
+++ b/runagent/cli/commands/register.py
@@ -9,8 +9,6 @@
 from rich.panel import Panel
 
 from runagent.cli.branding import print_header
-from runagent.sdk import RunAgent
-from runagent.sdk.db import DBService
 from runagent.utils.agent import get_agent_config, get_agent_config_with_defaults
 from runagent.utils.agent_id import generate_config_fingerprint
 
@@ -57,6 +55,7 @@ def _register_agent_core(agent_path: Path):
             raise click.ClickException("Failed to load agent configuration")
         
         # Check if agent already exists
+        from runagent.sdk.db import DBService
         db_service = DBService()
         existing_agent = db_service.get_agent(agent_id)
         
diff --git a/runagent/cli/commands/run.py b/runagent/cli/commands/run.py
index d1e91e8..1c39f3d 100644
--- a/runagent/cli/commands/run.py
+++ b/runagent/cli/commands/run.py
@@ -2,29 +2,12 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
-from runagent import RunAgent
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient, RunAgentExecutionError
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -208,8 +191,9 @@ def run(ctx, agent_id, host, port, input_file, local, tag, timeout):
     # ============================================
     # EXECUTION LOGIC
     # ============================================
-    
+
     try:
+        from runagent.client.client import RunAgentClient
         ra_client = RunAgentClient(
             agent_id=agent_id,
             local=local,
diff --git a/runagent/cli/commands/run_stream.py b/runagent/cli/commands/run_stream.py
index da92bf1..5d6fca1 100644
--- a/runagent/cli/commands/run_stream.py
+++ b/runagent/cli/commands/run_stream.py
@@ -2,29 +2,12 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
-from runagent import RunAgent
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient, RunAgentExecutionError
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -177,6 +160,7 @@ def run_stream(ctx, agent_id, host, port, input_file, local, tag, timeout):
     # ============================================
     
     try:
+        from runagent.client.client import RunAgentClient
         ra_client = RunAgentClient(
             agent_id=agent_id,
             local=local,
diff --git a/runagent/cli/commands/serve.py b/runagent/cli/commands/serve.py
index a0bd9ee..91f5067 100644
--- a/runagent/cli/commands/serve.py
+++ b/runagent/cli/commands/serve.py
@@ -2,28 +2,13 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
 from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -72,18 +57,20 @@ def serve(port, host, debug, reload, no_animation, animation_style, path):
 
     try:
         from runagent.cli.branding import print_header, show_simple_serve_progress
+        from runagent.sdk.server.local_server import LocalServer
+        from runagent.sdk.deployment.middleware_sync import get_middleware_sync
         print_header("Serve Agent Locally")
-        
+
         # Show subtle progress animation (unless disabled)
         if not no_animation:
             show_simple_serve_progress("Initializing server")
-        
+
         console.print("[bold]Starting local server with auto port allocation...[/bold]")
-        
+
         # Show progress while creating server
         if not no_animation:
             show_simple_serve_progress("Creating server instance")
-        
+
         # Use the existing LocalServer.from_path method
         server = LocalServer.from_path(path, port=port, host=host)
         
diff --git a/runagent/cli/commands/setup.py b/runagent/cli/commands/setup.py
index 6e989b9..45095f5 100644
--- a/runagent/cli/commands/setup.py
+++ b/runagent/cli/commands/setup.py
@@ -2,29 +2,17 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
-from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
 from runagent import RunAgent
 from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
     AuthenticationError,
-    TemplateError,
-    ValidationError,
 )
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
 from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework, safe_prompt
-from runagent.utils.enums.framework import Framework
+from runagent.cli.utils import safe_prompt
 console = Console()
 
 
@@ -49,7 +37,7 @@ def setup(again):
     """
     try:
         from runagent.cli.branding import print_setup_banner
-        from rich.prompt import Prompt, Confirm
+        from rich.prompt import Prompt
         from rich.panel import Panel
         
         sdk = RunAgent()
diff --git a/runagent/cli/commands/start.py b/runagent/cli/commands/start.py
index 6627e6a..d624aba 100644
--- a/runagent/cli/commands/start.py
+++ b/runagent/cli/commands/start.py
@@ -3,28 +3,14 @@
 """
 import os
 import json
-import uuid
 
-from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
-from runagent import RunAgent
 from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
     AuthenticationError,
-    TemplateError,
-    ValidationError,
 )
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -52,8 +38,9 @@ def start(agent_id, config):
 
     try:
         from runagent.cli.branding import print_header
+        from runagent import RunAgent
         print_header("Start Remote Agent")
-        
+
         sdk = RunAgent()
 
         # Check authentication
diff --git a/runagent/cli/commands/teardown.py b/runagent/cli/commands/teardown.py
index 951636a..4ebd5b8 100644
--- a/runagent/cli/commands/teardown.py
+++ b/runagent/cli/commands/teardown.py
@@ -2,29 +2,12 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
-from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
 from runagent import RunAgent
-from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
-    AuthenticationError,
-    TemplateError,
-    ValidationError,
-)
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
diff --git a/runagent/cli/commands/upload.py b/runagent/cli/commands/upload.py
index f8dea93..b35da76 100644
--- a/runagent/cli/commands/upload.py
+++ b/runagent/cli/commands/upload.py
@@ -2,29 +2,15 @@
 CLI commands that use the restructured SDK internally.
 """
 import os
-import json
-import uuid
 
 from pathlib import Path
 
 import click
 from rich.console import Console
-from rich.table import Table
 
-from runagent import RunAgent
 from runagent.sdk.exceptions import (  # RunAgentError,; ConnectionError
     AuthenticationError,
-    TemplateError,
-    ValidationError,
 )
-from runagent.client.client import RunAgentClient
-from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework
-from runagent.utils.animation import show_subtle_robotic_runner, show_quick_runner
-from runagent.utils.config import Config
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
-from runagent.cli.utils import add_framework_options, get_selected_framework
-from runagent.utils.enums.framework import Framework
 console = Console()
 
 
@@ -63,8 +49,9 @@ def upload(path: Path, overwrite: bool):
 
     try:
         from runagent.cli.branding import print_header
+        from runagent import RunAgent
         print_header("Upload Agent")
-        
+
         sdk = RunAgent()
         
         # Check authentication
diff --git a/runagent/cli/main.py b/runagent/cli/main.py
index f12df7a..4a83752 100644
--- a/runagent/cli/main.py
+++ b/runagent/cli/main.py
@@ -3,13 +3,12 @@
 import warnings
 from rich.console import Console
 
-from . import commands
 from .branding import print_logo
 
 
 from .commands.setup import setup as setup_cmd
 from .commands.config import config as config_cmd
-from .commands.teardown import teardown as teardown_cmd 
+from .commands.teardown import teardown as teardown_cmd
 from .commands.init import init as init_cmd
 from .commands.upload import upload as upload_cmd
 from .commands.start import start as start_cmd
@@ -20,6 +19,8 @@
 from .commands.db import db as db_cmd
 from .commands.whoami import whoami as whoami_cmd
 
+
+
 if not os.getenv('DISABLE_TRY_CATCH'):
     warnings.filterwarnings(
         "ignore",
@@ -62,6 +63,7 @@ def runagent(ctx):
         print_logo(show_tagline=True, brand_color="cyan")
         click.echo(ctx.get_help())
 
+
 runagent.add_command(setup_cmd)
 runagent.add_command(config_cmd)
 runagent.add_command(teardown_cmd)
diff --git a/runagent/sdk/deployment/middleware_sync.py b/runagent/sdk/deployment/middleware_sync.py
index aee280e..942406f 100644
--- a/runagent/sdk/deployment/middleware_sync.py
+++ b/runagent/sdk/deployment/middleware_sync.py
@@ -1,7 +1,5 @@
-import json
 import asyncio
-from typing import Dict, Any, Optional, List
-from datetime import datetime
+from typing import Dict, Any, Optional
 from rich.console import Console
 from runagent.sdk.rest_client import RestClient
 from runagent.sdk.config import SDKConfig
diff --git a/runagent/sdk/deployment/remote.py b/runagent/sdk/deployment/remote.py
index ac8107e..d6252b7 100644
--- a/runagent/sdk/deployment/remote.py
+++ b/runagent/sdk/deployment/remote.py
@@ -5,7 +5,7 @@
 import typing as t
 from pathlib import Path
 
-from ..exceptions import AuthenticationError, ValidationError
+from ..exceptions import ValidationError
 from ..rest_client import RestClient
 
 
diff --git a/runagent/sdk/rest_client.py b/runagent/sdk/rest_client.py
index 849d020..ff78348 100644
--- a/runagent/sdk/rest_client.py
+++ b/runagent/sdk/rest_client.py
@@ -1,10 +1,7 @@
-import base64
 import json
 import os
 import re
-import tempfile
 import time
-import zipfile
 from datetime import datetime
 from pathlib import Path
 from typing import Any, Dict, Optional, Union
@@ -23,11 +20,6 @@
 
 from runagent.utils.config import Config
 from runagent.constants import DEFAULT_TIMEOUT_SECONDS
-from runagent.utils.agent_id import (
-    generate_agent_id,
-    generate_agent_fingerprint,
-    get_agent_metadata
-)
 from runagent.utils.agent import get_agent_config, validate_agent
 
 console = Console()
diff --git a/runagent/sdk/sdk.py b/runagent/sdk/sdk.py
index 024196d..076cfd9 100644
--- a/runagent/sdk/sdk.py
+++ b/runagent/sdk/sdk.py
@@ -4,12 +4,11 @@
 """
 
 import os
-import time
 import typing as t
 from pathlib import Path
 
 from runagent.sdk.server.local_server import LocalServer
-from runagent.utils.agent import detect_framework, validate_agent
+from runagent.utils.agent import validate_agent
 
 from .config import SDKConfig
 from .db import DBService
diff --git a/runagent/sdk/server/framework/__init__.py b/runagent/sdk/server/framework/__init__.py
index 5a73a45..eb078a4 100644
--- a/runagent/sdk/server/framework/__init__.py
+++ b/runagent/sdk/server/framework/__init__.py
@@ -27,10 +27,11 @@ def get_executor(
         Framework.AUTOGEN: AutogenExecutor,
         Framework.CREWAI: CrewAIExecutor,
         Framework.LANGGRAPH: LangGraphExecutor,
-        Framework.LANGCHAIN: GenericExecutor,
+        Framework.LANGCHAIN: LangChainExecutor,
         Framework.LETTA: GenericExecutor,
         Framework.LLAMAINDEX: LlamaIndexExecutor,
-        Framework.N8N: N8NExecutor
+        Framework.N8N: N8NExecutor,
+        Framework.PARLANT: ParlantExecutor
     }
     framework_executor = executor_dict.get(framework)
     if framework_executor is None:
diff --git a/runagent/sdk/server/framework/generic.py b/runagent/sdk/server/framework/generic.py
index 95e4066..342a516 100644
--- a/runagent/sdk/server/framework/generic.py
+++ b/runagent/sdk/server/framework/generic.py
@@ -1,12 +1,10 @@
 import asyncio
 import inspect
 from pathlib import Path
-from typing import Dict, List
 from rich.console import Console
 from runagent.utils.imports import PackageImporter
-from runagent.utils.schema import PythonicEntryPoint, RunAgentConfig
-from runagent.utils.serializer import CoreSerializer
-from runagent.utils.response import extract_jsonpath, to_dict
+from runagent.utils.schema import PythonicEntryPoint
+from runagent.utils.response import extract_jsonpath
 from runagent.utils.logging_utils import is_verbose_logging_enabled
 
 console = Console()
diff --git a/runagent/sdk/server/framework/n8n.py b/runagent/sdk/server/framework/n8n.py
index 45a0025..932278c 100644
--- a/runagent/sdk/server/framework/n8n.py
+++ b/runagent/sdk/server/framework/n8n.py
@@ -1,13 +1,8 @@
-import asyncio
 import httpx
-import inspect
 from pathlib import Path
-from typing import Dict, List
 from rich.console import Console
-from runagent.utils.imports import PackageImporter
-from runagent.utils.schema import WebHookEntryPoint, RunAgentConfig
-from runagent.utils.serializer import CoreSerializer
-from runagent.utils.response import extract_jsonpath, to_dict
+from runagent.utils.schema import WebHookEntryPoint
+from runagent.utils.response import extract_jsonpath
 
 console = Console()
 
diff --git a/runagent/sdk/server/local_server.py b/runagent/sdk/server/local_server.py
index b29d5ff..896a553 100644
--- a/runagent/sdk/server/local_server.py
+++ b/runagent/sdk/server/local_server.py
@@ -1,4 +1,3 @@
-import json
 import os
 import subprocess
 import sys
@@ -7,31 +6,23 @@
 import logging
 from datetime import datetime
 from pathlib import Path
-from typing import Any, Dict, List, Optional
 from runagent.sdk.server.socket_utils import AgentWebSocketHandler
 
 import uvicorn
-from fastapi import FastAPI, HTTPException, status, WebSocket, WebSocketDisconnect
+from fastapi import FastAPI, HTTPException, status, WebSocket
 from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import JSONResponse
-from pydantic import BaseModel, Field
 from rich.console import Console
-from enum import Enum
 from runagent.sdk.db import DBService
 from runagent.sdk.server.framework import get_executor
 from runagent.utils.agent import detect_framework, get_agent_config
-from runagent.utils.schema import AgentInfo, AgentRunRequest, AgentRunResponseMinimal, ErrorDetail, WebSocketActionType, WebSocketAgentRequest
+from runagent.utils.schema import AgentInfo, AgentRunRequest, AgentRunResponseMinimal, ErrorDetail
 from runagent.utils.imports import PackageImporter
-from runagent.utils.schema import MessageType
 from runagent.sdk.server.socket_utils import AgentWebSocketHandler
-from runagent.utils.port import PortManager
 from runagent.utils.serializer import CoreSerializer
-from runagent.utils.logs import DatabaseLogHandler
-from runagent.sdk.deployment.middleware_sync import get_middleware_sync
 from runagent.sdk.deployment.middleware_sync import MiddlewareSyncService
 from runagent.sdk.config import SDKConfig
 
-from runagent.utils.port import PortManager
 from runagent.utils.agent import detect_framework, get_agent_config
 
 console = Console()
diff --git a/runagent/sdk/server/socket_utils.py b/runagent/sdk/server/socket_utils.py
index 5fddc91..c731c53 100644
--- a/runagent/sdk/server/socket_utils.py
+++ b/runagent/sdk/server/socket_utils.py
@@ -1,9 +1,7 @@
-from fastapi import FastAPI, WebSocket, WebSocketDisconnect, HTTPException
+from fastapi import WebSocket, WebSocketDisconnect
 import asyncio
 import json
 import time
-from datetime import datetime, timezone
-import uuid
 from rich.console import Console
 from runagent.utils.serializer import CoreSerializer
 from runagent.utils.schema import WebSocketActionType, WebSocketAgentRequest
@@ -425,7 +423,6 @@ async def handle_agent_stream_with_tracking(
                     
                     try:
                         from runagent.utils.logging_utils import is_verbose_logging_enabled
-                        from datetime import datetime
                         
                         execution_data = {
                             "local_execution_id": invocation_id,
@@ -472,7 +469,6 @@ async def handle_agent_stream_with_tracking(
                     
                     try:
                         from runagent.utils.logging_utils import is_verbose_logging_enabled
-                        from datetime import datetime
                         
                         execution_data = {
                             "local_execution_id": invocation_id,
diff --git a/runagent/sdk/socket_client.py b/runagent/sdk/socket_client.py
index 4c33247..1db8c78 100644
--- a/runagent/sdk/socket_client.py
+++ b/runagent/sdk/socket_client.py
@@ -1,14 +1,11 @@
-import asyncio
 import json
 import os
 import re
-import uuid
 from typing import Any, AsyncIterator, Iterator, Optional
 
 import websockets
 
 from runagent.utils.config import Config
-from runagent.utils.schema import MessageType, SafeMessage, WebSocketActionType, WebSocketAgentRequest
 from runagent.utils.serializer import CoreSerializer
 
 
diff --git a/runagent/utils/agent_id.py b/runagent/utils/agent_id.py
index b9e963a..bf9d765 100644
--- a/runagent/utils/agent_id.py
+++ b/runagent/utils/agent_id.py
@@ -6,7 +6,6 @@
 from pathlib import Path
 from typing import Optional, Dict, Any
 import json
-import os
 
 
 def generate_agent_id() -> str:
diff --git a/runagent/utils/env_vars.py b/runagent/utils/env_vars.py
index ea18801..191a885 100644
--- a/runagent/utils/env_vars.py
+++ b/runagent/utils/env_vars.py
@@ -1,7 +1,6 @@
 """
 Environment variables utility for merging config and .env files.
 """
-import os
 from pathlib import Path
 from typing import Dict, Any
 
diff --git a/runagent/utils/gitignore.py b/runagent/utils/gitignore.py
index 4af3a19..93f5468 100644
--- a/runagent/utils/gitignore.py
+++ b/runagent/utils/gitignore.py
@@ -5,7 +5,7 @@
 import os
 import fnmatch
 from pathlib import Path
-from typing import List, Set
+from typing import List
 
 
 class GitignoreFilter:
diff --git a/runagent/utils/imports.py b/runagent/utils/imports.py
index 292adad..401c541 100644
--- a/runagent/utils/imports.py
+++ b/runagent/utils/imports.py
@@ -3,13 +3,10 @@
 import importlib.util
 import logging
 import os
-import shutil
 import sys
-import tempfile
-import zipfile
 from collections import defaultdict, deque
 from pathlib import Path
-from typing import Any, Callable, Dict, List, Optional, Set, Tuple
+from typing import Any, Dict, List, Optional, Set
 
 # Configure logging
 logging.basicConfig(level=logging.INFO)
diff --git a/runagent/utils/logs.py b/runagent/utils/logs.py
index 9a96b67..6209383 100644
--- a/runagent/utils/logs.py
+++ b/runagent/utils/logs.py
@@ -1,7 +1,7 @@
 import logging
 import asyncio
 from datetime import datetime
-from typing import Optional, List, Dict, Any, Callable
+from typing import List, Dict, Any, Callable
 
 
 class DatabaseLogHandler(logging.Handler):
diff --git a/runagent/utils/response.py b/runagent/utils/response.py
index d71e118..eaa9d78 100644
--- a/runagent/utils/response.py
+++ b/runagent/utils/response.py
@@ -1,6 +1,6 @@
 import json
-from jsonpath_ng import jsonpath, parse
-from typing import Any, Union, List, Dict
+from jsonpath_ng import parse
+from typing import Any, Dict
 
 def to_dict(obj: Any) -> Any:
     """
diff --git a/runagent/utils/schema.py b/runagent/utils/schema.py
index 6776e5a..1189015 100644
--- a/runagent/utils/schema.py
+++ b/runagent/utils/schema.py
@@ -57,7 +57,6 @@ def validate_unique_tags(cls, v):
             raise ValueError("All entrypoint tags must be unique")
         return v
 
-from pydantic import ConfigDict
 
 
 class RunAgentConfig(BaseModel):
diff --git a/runagent/utils/serializer.py b/runagent/utils/serializer.py
index e7995bb..9e7c295 100644
--- a/runagent/utils/serializer.py
+++ b/runagent/utils/serializer.py
@@ -2,7 +2,7 @@
 import json
 import logging
 import math
-from typing import Any, Dict, Optional, Union
+from typing import Any, Dict, Union
 from dataclasses import asdict
 from datetime import datetime, date, time
 from runagent.utils.schema import SafeMessage
diff --git a/runagent_entry.py b/runagent_entry.py
new file mode 100644
index 0000000..593e4e8
--- /dev/null
+++ b/runagent_entry.py
@@ -0,0 +1,6 @@
+#!/usr/bin/env python3
+"""Nuitka entry point for RunAgent CLI"""
+
+if __name__ == "__main__":
+    from runagent.cli.main import runagent
+    runagent()
diff --git a/templates/autogen/default/simple_assistant.py b/templates/autogen/default/simple_assistant.py
index f21575f..4a62f3b 100644
--- a/templates/autogen/default/simple_assistant.py
+++ b/templates/autogen/default/simple_assistant.py
@@ -1,5 +1,4 @@
 from autogen_agentchat.agents import AssistantAgent
-from autogen_agentchat.messages import StructuredMessage
 from autogen_ext.models.openai import OpenAIChatCompletionClient
 
 
diff --git a/templates/default/default/email_agent.py b/templates/default/default/email_agent.py
index d906361..59a813d 100644
--- a/templates/default/default/email_agent.py
+++ b/templates/default/default/email_agent.py
@@ -1,7 +1,6 @@
 import time
 import random
-import threading
-from typing import Iterator, Dict, Any, Optional
+from typing import Iterator
 from dataclasses import dataclass
 from enum import Enum
 
diff --git a/templates/langchain/__init__.py b/templates/langchain/__init__.py
index e8cac1b..e69de29 100644
--- a/templates/langchain/__init__.py
+++ b/templates/langchain/__init__.py
@@ -1,2 +0,0 @@
-from .advanced.template import LangChainAdvancedTemplate
-from .basic.template import LangChainBasicTemplate
diff --git a/templates/langchain/chatbot/agent.py b/templates/langchain/chatbot/agent.py
index bbc26ac..843ec53 100644
--- a/templates/langchain/chatbot/agent.py
+++ b/templates/langchain/chatbot/agent.py
@@ -4,7 +4,6 @@
 from dotenv import load_dotenv
 from langchain.chains import ConversationChain
 from langchain.memory import ConversationBufferMemory
-from langchain_core.messages import AIMessage, HumanMessage
 from langchain_openai import ChatOpenAI
 
 # Load environment variables
diff --git a/templates/langgraph/__init__.py b/templates/langgraph/__init__.py
index 5956ac9..e69de29 100644
--- a/templates/langgraph/__init__.py
+++ b/templates/langgraph/__init__.py
@@ -1,2 +0,0 @@
-from .advanced.template import LangGraphAdvancedTemplate
-from .basic.template import LangGraphBasicTemplate
diff --git a/templates/langgraph/advanced/__init__.py b/templates/langgraph/advanced/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/templates/langgraph/advanced/agent.py b/templates/langgraph/advanced/agent.py
deleted file mode 100644
index f3c40f2..0000000
--- a/templates/langgraph/advanced/agent.py
+++ /dev/null
@@ -1,275 +0,0 @@
-import json
-import os
-from typing import Any, Dict, List, TypedDict
-
-from dotenv import load_dotenv
-from langchain.chat_models import ChatOpenAI
-from langchain.tools import tool
-from langgraph.checkpoint.memory import MemorySaver
-from langgraph.graph import END, StateGraph
-from langgraph.prebuilt import ToolExecutor, ToolInvocation
-
-# Load environment variables
-load_dotenv()
-
-
-# Define state
-class AgentState(TypedDict):
-    messages: List[Dict[str, str]]
-    current_step: str
-    tool_calls: List[ToolInvocation]
-    final_answer: str
-    context: Dict[str, Any]
-    step_count: int
-
-
-# Define tools
-@tool
-def search_database(query: str) -> str:
-    """Search the database for information."""
-    # Placeholder database
-    database = {
-        "users": "User management system with authentication and profiles",
-        "orders": "Order processing system with payment integration",
-        "products": "Product catalog with inventory management",
-    }
-
-    query_lower = query.lower()
-    for key, value in database.items():
-        if key in query_lower:
-            return f"Database result: {value}"
-
-    return f"No database results found for: {query}"
-
-
-@tool
-def calculate(expression: str) -> str:
-    """Perform mathematical calculations."""
-    try:
-        # Basic safety check
-        allowed_chars = set("0123456789+-*/.() ")
-        if not all(c in allowed_chars for c in expression):
-            return "Error: Invalid characters in expression"
-
-        result = eval(expression)
-        return f"Calculation result: {result}"
-    except Exception as e:
-        return f"Calculation error: {str(e)}"
-
-
-@tool
-def analyze_sentiment(text: str) -> str:
-    """Analyze sentiment of the given text."""
-    # Simple rule-based sentiment analysis
-    positive_words = ["good", "great", "excellent", "amazing", "wonderful", "fantastic"]
-    negative_words = ["bad", "terrible", "awful", "horrible", "disappointing", "poor"]
-
-    text_lower = text.lower()
-    positive_count = sum(1 for word in positive_words if word in text_lower)
-    negative_count = sum(1 for word in negative_words if word in text_lower)
-
-    if positive_count > negative_count:
-        sentiment = "Positive"
-    elif negative_count > positive_count:
-        sentiment = "Negative"
-    else:
-        sentiment = "Neutral"
-
-    return f"Sentiment analysis: {sentiment} (positive: {positive_count}, negative: {negative_count})"
-
-
-class LangGraphAdvancedAgent:
-    """Advanced LangGraph agent with conditional routing and tools"""
-
-    def __init__(self, config: Dict[str, Any] = None):
-        self.config = config or {}
-
-        # Initialize LLM
-        self.llm = ChatOpenAI(
-            temperature=self.config.get("temperature", 0.7),
-            model_name=self.config.get("model", "gpt-4"),
-            api_key=os.getenv("OPENAI_API_KEY"),
-        )
-
-        # Initialize tools
-        self.tools = [search_database, calculate, analyze_sentiment]
-        self.tool_executor = ToolExecutor(self.tools)
-
-        # Initialize memory
-        self.memory = MemorySaver()
-
-        # Build the graph
-        self.app = self._build_graph()
-
-    def _build_graph(self) -> StateGraph:
-        """Build the advanced LangGraph workflow"""
-
-        def agent_node(state: AgentState) -> AgentState:
-            """Agent node that decides what to do next"""
-            messages = state["messages"]
-            last_message = messages[-1]["content"] if messages else ""
-            step_count = state.get("step_count", 0)
-
-            # Use LLM to decide next action
-            prompt = f"""Based on the user query: '{last_message}'
-            Current step: {step_count}
-            
-            Decide what action to take:
-            1. Use a tool (search_database, calculate, analyze_sentiment)
-            2. Provide a final answer
-            3. Ask for clarification
-            
-            Respond with JSON: {{"action": "tool|answer|clarify", "tool": "tool_name", "input": "tool_input", "reasoning": "why this action"}}"""
-
-            try:
-                response = self.llm.invoke(prompt)
-                decision = json.loads(response.content)
-            except:
-                # Fallback decision
-                decision = {"action": "answer", "reasoning": "Failed to parse decision"}
-
-            state["step_count"] = step_count + 1
-
-            if decision["action"] == "tool" and "tool" in decision:
-                state["current_step"] = "tool"
-                state["tool_calls"] = [
-                    ToolInvocation(
-                        tool=decision["tool"], tool_input=decision.get("input", "")
-                    )
-                ]
-            elif decision["action"] == "answer":
-                state["current_step"] = "answer"
-            else:
-                state["current_step"] = "clarify"
-
-            return state
-
-        def tool_node(state: AgentState) -> AgentState:
-            """Execute tools"""
-            if state["tool_calls"]:
-                tool_call = state["tool_calls"][-1]
-                try:
-                    result = self.tool_executor.invoke(tool_call)
-                    state["messages"].append(
-                        {
-                            "role": "system",
-                            "content": f"Tool '{tool_call.tool}' returned: {result}",
-                        }
-                    )
-                except Exception as e:
-                    state["messages"].append(
-                        {
-                            "role": "system",
-                            "content": f"Tool '{tool_call.tool}' failed: {str(e)}",
-                        }
-                    )
-
-            state["current_step"] = "agent"  # Go back to agent for next decision
-            return state
-
-        def answer_node(state: AgentState) -> AgentState:
-            """Generate final answer"""
-            messages = state["messages"]
-
-            # Create a summary of the conversation
-            conversation_summary = "\n".join(
-                [
-                    f"{msg['role']}: {msg['content']}"
-                    for msg in messages[-5:]  # Last 5 messages
-                ]
-            )
-
-            prompt = f"Based on this conversation, provide a helpful final answer:\n{conversation_summary}"
-
-            try:
-                response = self.llm.invoke(prompt)
-                state["final_answer"] = response.content
-            except Exception as e:
-                state["final_answer"] = (
-                    f"I apologize, but I encountered an error: {str(e)}"
-                )
-
-            return state
-
-        def should_continue(state: AgentState) -> str:
-            """Determine the next node based on current step"""
-            current_step = state.get("current_step", "agent")
-            step_count = state.get("step_count", 0)
-
-            # Prevent infinite loops
-            if step_count > self.config.get("max_steps", 5):
-                return "answer"
-
-            if current_step == "tool":
-                return "tool"
-            elif current_step == "answer":
-                return "answer"
-            else:
-                return "agent"
-
-        # Build the state graph
-        workflow = StateGraph(AgentState)
-
-        # Add nodes
-        workflow.add_node("agent", agent_node)
-        workflow.add_node("tool", tool_node)
-        workflow.add_node("answer", answer_node)
-
-        # Add edges
-        workflow.add_conditional_edges("agent", should_continue)
-        workflow.add_edge("tool", "agent")
-        workflow.add_edge("answer", END)
-
-        # Set entry point
-        workflow.set_entry_point("agent")
-
-        # Compile with memory
-        return workflow.compile(checkpointer=self.memory)
-
-    def process_messages(
-        self, messages: list, context: Dict[str, Any] = None
-    ) -> Dict[str, Any]:
-        """Process messages through the advanced graph"""
-        try:
-            # Prepare initial state
-            initial_state = {
-                "messages": messages.copy(),
-                "current_step": "agent",
-                "tool_calls": [],
-                "final_answer": "",
-                "context": context or {},
-                "step_count": 0,
-            }
-
-            # Run the graph
-            config = {
-                "configurable": {"thread_id": self.config.get("thread_id", "default")}
-            }
-            result = self.app.invoke(initial_state, config)
-
-            return {
-                "final_answer": result["final_answer"],
-                "tools_used": [tc.tool for tc in result.get("tool_calls", [])],
-                "steps_taken": result.get("step_count", 0),
-                "final_state": result,
-            }
-
-        except Exception as e:
-            raise Exception(f"Error processing messages: {str(e)}")
-
-    def get_available_tools(self) -> List[str]:
-        """Get list of available tool names"""
-        return [tool.name for tool in self.tools]
-
-    def get_graph_structure(self) -> Dict[str, Any]:
-        """Get information about the graph structure"""
-        return {
-            "nodes": ["agent", "tool", "answer"],
-            "edges": [
-                ("agent", "conditional -> tool/answer/agent"),
-                ("tool", "agent"),
-                ("answer", "END"),
-            ],
-            "entry_point": "agent",
-            "tools_available": self.get_available_tools(),
-        }
diff --git a/templates/langgraph/advanced/main.py b/templates/langgraph/advanced/main.py
deleted file mode 100644
index 30bb036..0000000
--- a/templates/langgraph/advanced/main.py
+++ /dev/null
@@ -1,75 +0,0 @@
-import time
-from typing import Any, Dict
-
-from agent import LangGraphAdvancedAgent
-
-
-def run(input_data: Dict[str, Any]) -> Dict[str, Any]:
-    """
-    Main entry point for the LangGraph Advanced agent
-
-    Args:
-        input_data: Dictionary containing:
-            - messages: List of message objects with 'role' and 'content'
-            - config: Optional configuration parameters
-            - context: Optional context data
-
-    Returns:
-        Dictionary with result, errors, and success status
-    """
-    start_time = time.time()
-
-    try:
-        # Extract data
-        config = input_data.get("config", {})
-        messages = input_data.get("messages", [])
-        context = input_data.get("context", {})
-
-        if not messages:
-            return {
-                "result": {
-                    "type": "string",
-                    "content": "No messages provided",
-                    "metadata": {"execution_time": time.time() - start_time},
-                },
-                "errors": ["No messages provided"],
-                "success": False,
-            }
-
-        # Initialize agent
-        agent = LangGraphAdvancedAgent(config)
-
-        # Process messages
-        response = agent.process_messages(messages, context)
-
-        # Calculate execution time
-        execution_time = time.time() - start_time
-
-        return {
-            "result": {
-                "type": "string",
-                "content": response["final_answer"],
-                "metadata": {
-                    "model_used": config.get("model", "gpt-4"),
-                    "framework": "langgraph",
-                    "template": "advanced",
-                    "execution_time": execution_time,
-                    "graph_structure": agent.get_graph_structure(),
-                    "tools_available": agent.get_available_tools(),
-                    "tools_used": response.get("tools_used", []),
-                    "steps_taken": response.get("steps_taken", 0),
-                    "conversation_length": len(messages),
-                },
-            },
-            "errors": [],
-            "success": True,
-        }
-
-    except Exception as e:
-        execution_time = time.time() - start_time
-        return {
-            "result": None,
-            "errors": [str(e)],
-            "success": False,
-            "metadata": {"execution_time": execution_time},
-        }
diff --git a/templates/langgraph/advanced/requirements.txt b/templates/langgraph/advanced/requirements.txt
deleted file mode 100644
index 1872c7e..0000000
--- a/templates/langgraph/advanced/requirements.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-langchain==0.1.0
-langchain-openai==0.0.5
-langgraph==0.0.26
-openai==1.12.0
-python-dotenv==1.0.0
\ No newline at end of file
diff --git a/templates/langgraph/advanced/runagent.config.json b/templates/langgraph/advanced/runagent.config.json
deleted file mode 100644
index 43ae422..0000000
--- a/templates/langgraph/advanced/runagent.config.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-  "agent_name": "problem_solver",
-  "description": "A simple agent that responds to basic queries",
-  "framework": "langgraph",
-  "template": "advanced",
-  "version": "1.0.0",
-  "created_at": "2025-06-25 13:42:03",
-  "template_source": {
-    "repo_url": "https://github.com/runagent-dev/runagent.git",
-    "path": "templates/langgraph/advanced",
-    "author": "sawradip"
-  },
-  "agent_architecture": {
-    "entrypoints": [
-      {
-        "file": "agents.py",
-        "module": "run",
-        "tag": "generic"
-      },
-      {
-        "file": "agents.py",
-        "module": "run_stream",
-        "tag": "generic_stream"
-      }
-    ]
-  },
-  "agent_id": "00000000-0000-0000-0000-000000000000"
-}
\ No newline at end of file
diff --git a/templates/letta/advanced/agent.py b/templates/letta/advanced/agent.py
index bec70cc..e9174c0 100644
--- a/templates/letta/advanced/agent.py
+++ b/templates/letta/advanced/agent.py
@@ -1,5 +1,5 @@
 import os
-from typing import Any, Dict
+from typing import Dict
 
 from dotenv import load_dotenv
 from letta_client import CreateBlock, Letta
diff --git a/templates/letta/advanced/keyword_tool.py b/templates/letta/advanced/keyword_tool.py
index 637c27b..5b68ca6 100644
--- a/templates/letta/advanced/keyword_tool.py
+++ b/templates/letta/advanced/keyword_tool.py
@@ -9,7 +9,6 @@ def extract_keywords(text: str, num_keywords: int = 5) -> dict:
     Returns:
         dict: Dictionary containing the extracted keywords
     """
-    import os
     from langchain_openai import ChatOpenAI
     from langchain.prompts import PromptTemplate
 
diff --git a/templates/letta/default/agent.py b/templates/letta/default/agent.py
index 02dae9b..7f45880 100644
--- a/templates/letta/default/agent.py
+++ b/templates/letta/default/agent.py
@@ -1,5 +1,4 @@
 import os
-from typing import Any
 
 from dotenv import load_dotenv
 from letta_client import CreateBlock, Letta
diff --git a/templates/letta/rag/agent.py b/templates/letta/rag/agent.py
index 3fa2522..5a544bc 100644
--- a/templates/letta/rag/agent.py
+++ b/templates/letta/rag/agent.py
@@ -1,5 +1,5 @@
 import os
-from typing import Any, Dict
+from typing import Dict
 
 from dotenv import load_dotenv
 from letta_client import CreateBlock, Letta
diff --git a/templates/parlant/test/test_chat.py b/templates/parlant/test/test_chat.py
index 6803422..5d5bd33 100644
--- a/templates/parlant/test/test_chat.py
+++ b/templates/parlant/test/test_chat.py
@@ -1,8 +1,5 @@
 import asyncio
-import time
 from parlant.client import AsyncParlantClient
-from datetime import datetime
-import math
 
 
 async def create_agent_with_tools(client: AsyncParlantClient):
diff --git a/test_scripts/python/client_test2_langgraph.py b/test_scripts/python/client_test2_langgraph.py
index c10d51d..4cafe82 100644
--- a/test_scripts/python/client_test2_langgraph.py
+++ b/test_scripts/python/client_test2_langgraph.py
@@ -1,4 +1,3 @@
-import asyncio
 from runagent import RunAgentClient
 
 async_ra = RunAgentClient(agent_id="0a9d9502-4bfe-44ca-ba6f-01fc19ef0dce",entrypoint_tag="basic", local=True)
diff --git a/test_scripts/python/client_test_langgraph_advanced.py b/test_scripts/python/client_test_langgraph_advanced.py
index 4f40e35..7cc27d3 100644
--- a/test_scripts/python/client_test_langgraph_advanced.py
+++ b/test_scripts/python/client_test_langgraph_advanced.py
@@ -28,7 +28,6 @@
 ##streaming
 
 from runagent import RunAgentClient
-import asyncio
 
 
 ra_client = RunAgentClient(agent_id="7ada23ab-a092-447b-8471-b747eb1e5f9f", entrypoint_tag="generic_stream", local=True)