diff --git a/.github/workflows/backend_check.yml b/.github/workflows/backend_check.yml
new file mode 100644
index 00000000..28cefd90
--- /dev/null
+++ b/.github/workflows/backend_check.yml
@@ -0,0 +1,43 @@
+name: check backend
+
+on: [push, pull_request]
+
+jobs:
+  build_backend_and_check_codestyle:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: set up python 3.10
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+
+      - name: setup poetry and install dependencies
+        run: |
+          python -m pip install --upgrade pip poetry
+          python -m poetry lock --no-update
+          python -m poetry install --with lint --no-interaction
+        working-directory: backend/df_designer
+
+      - name: build wheel
+        run: |
+          python -m poetry build
+        working-directory: backend/df_designer
+
+      - name: run black codestyle
+        run: |
+          python -m poetry run black --line-length=120 --check .
+        working-directory: backend/df_designer
+
+      - name: run flake8 codestyle
+        run: |
+          ls
+          bash ./bin/run_codestyle.sh DIFF_BRANCH=${BASE_BRANCH}
+        env:
+          BASE_BRANCH: ${{github.base_ref}}
+
+      - name: run isort codestyle
+        run: |
+          python -m poetry run isort --line-length=120 --diff .
+        working-directory: backend/df_designer
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
deleted file mode 100644
index 2c00ffff..00000000
--- a/.github/workflows/ci.yml
+++ /dev/null
@@ -1,28 +0,0 @@
-name: Code checking.
-on:
-  push:
-    branches: [feat/backend, dev]
-  pull_request: 
-    branches: [dev]
-
-jobs:
-    check:
-        runs-on: ubuntu-latest
-        strategy:
-          matrix:
-            python-version: ["3.10", "3.11", "3.12"]
-        steps:
-            - uses: actions/checkout@v4
-            - name: tests
-              uses: actions/setup-python@v4
-              with: 
-                python-version: ${{matrix.python-version}}
-            - name: install dependencies
-              run: |
-                python -m pip install --upgrade pip
-                pipx install poetry
-                poetry install
-            - name: tests
-              run: poetry run python -m pytest
-
-                
diff --git a/.github/workflows/codestyle.yml b/.github/workflows/codestyle.yml
new file mode 100644
index 00000000..21ccc243
--- /dev/null
+++ b/.github/workflows/codestyle.yml
@@ -0,0 +1,32 @@
+name: codestyle
+
+on: [push, pull_request]
+
+jobs:
+  check_backend_codestyle:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: set up python 3.10
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+
+      - name: setup poetry and install dependencies
+        run: |
+          python -m pip install --upgrade pip poetry
+          python -m poetry lock --no-update
+          python -m poetry install --with lint --quiet --no-interaction
+        working-directory: backend/df_designer
+
+      - name: run black codestyle
+        run: |
+          python -m poetry run black --line-length=120 --check .
+        working-directory: backend/df_designer
+
+      - name: run flake8 codestyle
+        run: |
+          bash ./bin/run_codestyle.sh DIFF_BRANCH=${BASE_BRANCH}
+        env:
+          BASE_BRANCH: ${{github.base_ref}}
diff --git a/.github/workflows/docker_check.yml b/.github/workflows/docker_check.yml
new file mode 100644
index 00000000..619353ec
--- /dev/null
+++ b/.github/workflows/docker_check.yml
@@ -0,0 +1,29 @@
+name: Build Docker Images
+
+on:
+  push:
+    branches:
+    - dev
+  pull_request:
+    branches:
+    - dev
+
+jobs:
+  build_images:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: setup poetry and install dependencies
+        run: |
+          python -m pip install --upgrade pip poetry
+          python -m poetry lock --no-update
+          python -m poetry install --with lint --no-ansi --no-interaction
+        working-directory: backend/df_designer
+
+      - name: Create new project
+        run: python -m poetry run dflowd init --destination ../../ --no-input --overwrite-if-exists
+        working-directory: backend/df_designer
+
+      - name: Build Frontend and Backend Images
+        run: docker build -f Dockerfile --build-arg PROJECT_DIR=df_designer_project --target=runtime .
diff --git a/.github/workflows/frontend_check.yml b/.github/workflows/frontend_check.yml
new file mode 100644
index 00000000..6a28422b
--- /dev/null
+++ b/.github/workflows/frontend_check.yml
@@ -0,0 +1,20 @@
+name: front check
+
+on: [push, pull_request]
+
+jobs:
+  build_and_check_frontend:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install bun
+        run: npm install -g bun
+
+      - name: Install dependencies
+        run: bun install
+        working-directory: frontend
+
+      - name: Build frontend
+        run: bun run build
+        working-directory: frontend
diff --git a/Dockerfile b/Dockerfile
index 71cbee0f..f54b29f4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,25 +1,24 @@
 FROM oven/bun:1 as frontend-base
 FROM frontend-base AS frontend-builder
 
-WORKDIR /src
-COPY ./frontend/package.json /src/frontend/package.json
-COPY ./frontend/bun.lockb /src/frontend/bun.lockb
+WORKDIR /temp
+COPY ./frontend/package.json /temp/frontend/package.json
+COPY ./frontend/bun.lockb /temp/frontend/bun.lockb
 
-RUN cd /src/frontend && bun install --frozen-lockfile
+RUN cd /temp/frontend && bun install --frozen-lockfile
 
 # Copy the rest of the application code
-COPY ./frontend/ /src/frontend/
-WORKDIR /src/frontend/
+COPY ./frontend/ /temp/frontend/
+WORKDIR /temp/frontend/
 
 RUN bun run build
-RUN ls /src/frontend/dist
 
 #---------------------------------------------------------
 
 # Use a slim variant to reduce image size where possible
 FROM python:3.10-slim as backend-builder
 
-WORKDIR /src
+WORKDIR /temp
 
 ARG PROJECT_DIR
 # ENV PROJECT_DIR ${PROJECT_DIR}
@@ -35,13 +34,13 @@ RUN python3 -m venv $POETRY_VENV \
 
 ENV PATH="${PATH}:${POETRY_VENV}/bin"
 
-COPY ./backend/df_designer /src/backend/df_designer
-COPY --from=frontend-builder /src/frontend/dist /src/backend/df_designer/app/static
+COPY ./backend/df_designer /temp/backend/df_designer
+COPY --from=frontend-builder /temp/frontend/dist /temp/backend/df_designer/app/static
 
-COPY ./${PROJECT_DIR} /src/${PROJECT_DIR}
+COPY ./${PROJECT_DIR} /temp/${PROJECT_DIR}
 
 # Build the wheel
-WORKDIR /src/backend/df_designer
+WORKDIR /temp/backend/df_designer
 RUN poetry build
 
 #---------------------------------------------------------
@@ -58,11 +57,11 @@ COPY --from=backend-builder /poetry-venv /poetry-venv
 ENV PATH="/poetry-venv/bin:$PATH"
 
 # Copy only the necessary files
-COPY --from=backend-builder /src/backend/df_designer /df_designer
-COPY ./${PROJECT_DIR} /${PROJECT_DIR}
+COPY --from=backend-builder /temp/backend/df_designer /src2/backend/df_designer
+COPY ./${PROJECT_DIR} /src2/${PROJECT_DIR}
 
 # Install the wheel
-WORKDIR /${PROJECT_DIR}
+WORKDIR /src2/${PROJECT_DIR}
 RUN poetry lock --no-update \
     && poetry install
 
diff --git a/backend/df_designer/app/cli.py b/backend/df_designer/app/cli.py
index 1bdee07f..b2e69b66 100644
--- a/backend/df_designer/app/cli.py
+++ b/backend/df_designer/app/cli.py
@@ -101,10 +101,14 @@ def run_backend(
 
 
 @cli.command("init")
-def init(destination: str = settings.work_directory):
+def init(destination: str = settings.work_directory, no_input: bool = False, overwrite_if_exists: bool = True):
     original_dir = os.getcwd()
     try:
         os.chdir(destination)
-        cookiecutter("https://github.com/Ramimashkouk/df_d_template.git")
+        cookiecutter(
+            "https://github.com/Ramimashkouk/df_d_template.git",
+            no_input=no_input,
+            overwrite_if_exists=overwrite_if_exists,
+        )
     finally:
         os.chdir(original_dir)
diff --git a/backend/df_designer/app/core/config.py b/backend/df_designer/app/core/config.py
index 50454272..53354b6c 100644
--- a/backend/df_designer/app/core/config.py
+++ b/backend/df_designer/app/core/config.py
@@ -1,7 +1,6 @@
 from pathlib import Path
 
 import uvicorn
-from omegaconf import OmegaConf
 from pydantic_settings import BaseSettings
 
 
diff --git a/backend/df_designer/app/services/process.py b/backend/df_designer/app/services/process.py
index d03bc9d9..bd04ae4e 100644
--- a/backend/df_designer/app/services/process.py
+++ b/backend/df_designer/app/services/process.py
@@ -5,7 +5,6 @@
 from typing import List
 
 import aiofiles
-from omegaconf import OmegaConf
 
 from app.core.config import settings
 from app.core.logger_config import get_logger, setup_logging
diff --git a/backend/df_designer/app/services/process_manager.py b/backend/df_designer/app/services/process_manager.py
index 385396b0..d0778a00 100644
--- a/backend/df_designer/app/services/process_manager.py
+++ b/backend/df_designer/app/services/process_manager.py
@@ -1,5 +1,5 @@
 from pathlib import Path
-from typing import List, Optional, Type
+from typing import List
 
 from omegaconf import OmegaConf
 
@@ -15,12 +15,15 @@
 class ProcessManager:
     def __init__(self):
         self.processes = {}
+        self.last_id: int
 
     def get_last_id(self):
-        """Get the process_id of the last started process"""
-        return list(self.processes.keys())[-1]
+        return self.last_id
 
     async def stop(self, id_):
+        if id_ not in self.processes:
+            logger.error("Process with id '%s' not found in recent running processes", id_)
+            raise ProcessLookupError
         try:
             await self.processes[id_].stop()
         except (RuntimeError, ProcessLookupError) as exc:
@@ -67,9 +70,6 @@ class RunManager(ProcessManager):
     def __init__(self):
         super().__init__()
 
-    def get_last_id(self):
-        return self.last_id
-
     async def start(self, build_id: int, preset: Preset):
         cmd_to_run = f"dflowd run_bot {build_id} --preset {preset.end_status}"
         self.last_id = max([run["id"] for run in await self.get_full_info(0, 10000)])
@@ -79,16 +79,6 @@ async def start(self, build_id: int, preset: Preset):
         await process.start(cmd_to_run)
         self.processes[id_] = process
 
-    async def get_min_info(self) -> List[dict]:
-        runs_conf = await read_conf(settings.runs_path)
-        minimum_params = ["id", "build_id", "preset_end_status", "status", "timestamp"]
-
-        minimum_info = []
-        for run in runs_conf:
-            minimum_info.append({param: getattr(run, param) for param in minimum_params})
-
-        return minimum_info
-
     async def get_run_info(self, id_: int):
         return await super().get_process_info(id_, settings.runs_path)
 
@@ -103,9 +93,6 @@ class BuildManager(ProcessManager):
     def __init__(self):
         super().__init__()
 
-    def get_last_id(self):
-        return self.last_id
-
     async def start(self, preset: Preset):
         cmd_to_run = f"dflowd build_bot --preset {preset.end_status}"
         self.last_id = max([build["id"] for build in await self.get_full_info(0, 10000)])
@@ -116,21 +103,6 @@ async def start(self, preset: Preset):
         await process.start(cmd_to_run)
         self.processes[id_] = process
 
-    async def get_min_info(self) -> List[dict]:
-        builds_conf = await read_conf(settings.builds_path)
-        minimum_params = ["id", "preset_end_status", "status", "timestamp", "runs"]
-
-        minimum_info = []
-        for build in builds_conf:
-            info = {}
-            for param in minimum_params:
-                if param != "runs":
-                    info.update({param: getattr(build, param)})
-                else:
-                    info.update({"run_ids": [run.id for run in build.runs]})
-            minimum_info.append(info)
-        return minimum_info
-
     async def get_build_info(self, id_: int):
         return await super().get_process_info(id_, settings.builds_path)
 
diff --git a/backend/df_designer/app/services/websocket_manager.py b/backend/df_designer/app/services/websocket_manager.py
index 122029b1..59246efb 100644
--- a/backend/df_designer/app/services/websocket_manager.py
+++ b/backend/df_designer/app/services/websocket_manager.py
@@ -1,6 +1,6 @@
 import asyncio
 from asyncio.tasks import Task
-from typing import Dict, Optional, Set
+from typing import Dict, Set
 
 from fastapi import WebSocket, WebSocketDisconnect
 
@@ -29,7 +29,7 @@ def disconnect(self, websocket: WebSocket):
 
     def check_status(self, websocket: WebSocket):
         if websocket in self.active_connections:
-            return websocket  ## return Status!
+            return websocket  # return Status!
 
     async def send_process_output_to_websocket(
         self, run_id: int, process_manager: ProcessManager, websocket: WebSocket
diff --git a/backend/df_designer/poetry.lock b/backend/df_designer/poetry.lock
index a4ecc2d0..d70f9736 100644
--- a/backend/df_designer/poetry.lock
+++ b/backend/df_designer/poetry.lock
@@ -87,6 +87,40 @@ files = [
 [package.dependencies]
 chardet = ">=3.0.2"
 
+[[package]]
+name = "black"
+version = "22.12.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "black-22.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9eedd20838bd5d75b80c9f5487dbcb06836a43833a37846cf1d8c1cc01cef59d"},
+    {file = "black-22.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:159a46a4947f73387b4d83e87ea006dbb2337eab6c879620a3ba52699b1f4351"},
+    {file = "black-22.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d30b212bffeb1e252b31dd269dfae69dd17e06d92b87ad26e23890f3efea366f"},
+    {file = "black-22.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:7412e75863aa5c5411886804678b7d083c7c28421210180d67dfd8cf1221e1f4"},
+    {file = "black-22.12.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c116eed0efb9ff870ded8b62fe9f28dd61ef6e9ddd28d83d7d264a38417dcee2"},
+    {file = "black-22.12.0-cp37-cp37m-win_amd64.whl", hash = "sha256:1f58cbe16dfe8c12b7434e50ff889fa479072096d79f0a7f25e4ab8e94cd8350"},
+    {file = "black-22.12.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77d86c9f3db9b1bf6761244bc0b3572a546f5fe37917a044e02f3166d5aafa7d"},
+    {file = "black-22.12.0-cp38-cp38-win_amd64.whl", hash = "sha256:82d9fe8fee3401e02e79767016b4907820a7dc28d70d137eb397b92ef3cc5bfc"},
+    {file = "black-22.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:101c69b23df9b44247bd88e1d7e90154336ac4992502d4197bdac35dd7ee3320"},
+    {file = "black-22.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:559c7a1ba9a006226f09e4916060982fd27334ae1998e7a38b3f33a37f7a2148"},
+    {file = "black-22.12.0-py3-none-any.whl", hash = "sha256:436cc9167dd28040ad90d3b404aec22cedf24a6e4d7de221bec2730ec0c97bcf"},
+    {file = "black-22.12.0.tar.gz", hash = "sha256:229351e5a18ca30f447bf724d007f890f97e13af070bb6ad4c0a441cd7596a2f"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -305,23 +339,39 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.110.0"
+version = "0.110.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.110.0-py3-none-any.whl", hash = "sha256:87a1f6fb632a218222c5984be540055346a8f5d8a68e8f6fb647b1dc9934de4b"},
-    {file = "fastapi-0.110.0.tar.gz", hash = "sha256:266775f0dcc95af9d3ef39bad55cff525329a931d5fd51930aadd4f428bf7ff3"},
+    {file = "fastapi-0.110.1-py3-none-any.whl", hash = "sha256:5df913203c482f820d31f48e635e022f8cbfe7350e4830ef05a3163925b1addc"},
+    {file = "fastapi-0.110.1.tar.gz", hash = "sha256:6feac43ec359dfe4f45b2c18ec8c94edb8dc2dfc461d417d9e626590c071baad"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.36.3,<0.37.0"
+starlette = ">=0.37.2,<0.38.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
 all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 
+[[package]]
+name = "flake8"
+version = "4.0.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
+    {file = "flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"},
+]
+
+[package.dependencies]
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.8.0,<2.9.0"
+pyflakes = ">=2.4.0,<2.5.0"
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -383,15 +433,29 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
+[[package]]
+name = "isort"
+version = "5.13.2"
+description = "A Python utility / library to sort Python imports."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
+    {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.3"
@@ -502,6 +566,17 @@ files = [
     {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = "*"
+files = [
+    {file = "mccabe-0.6.1-py2.py3-none-any.whl", hash = "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42"},
+    {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
+]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -513,6 +588,16 @@ files = [
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 ]
 
+[[package]]
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+version = "0.4.4"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+optional = false
+python-versions = ">=2.7"
+files = [
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+]
+
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 version = "1.6.0"
@@ -539,20 +624,57 @@ files = [
 antlr4-python3-runtime = "==4.9.*"
 PyYAML = ">=5.1.0"
 
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[[package]]
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+version = "4.2.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.8"
+files = [
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+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+
+[[package]]
+name = "pycodestyle"
+version = "2.8.0"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+
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-version = "2.6.3"
+version = "2.7.0"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
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 annotated-types = ">=0.4.0"
-pydantic-core = "2.16.3"
+pydantic-core = "2.18.1"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -560,90 +682,90 @@ email = ["email-validator (>=2.0.0)"]
 
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-version = "2.16.3"
-description = ""
+version = "2.18.1"
+description = "Core functionality for Pydantic validation and serialization"
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 [package.dependencies]
@@ -668,6 +790,17 @@ python-dotenv = ">=0.21.0"
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
+[[package]]
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+optional = false
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+files = [
+    {file = "pyflakes-2.4.0-py2.py3-none-any.whl", hash = "sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e"},
+    {file = "pyflakes-2.4.0.tar.gz", hash = "sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c"},
+]
+
 [[package]]
 name = "pygments"
 version = "2.17.2"
@@ -851,13 +984,13 @@ files = [
 
 [[package]]
 name = "starlette"
-version = "0.36.3"
+version = "0.37.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"},
-    {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"},
+    {file = "starlette-0.37.2-py3-none-any.whl", hash = "sha256:6fe59f29268538e5d0d182f2791a479a0c64638e6935d1c6989e63fb2699c6ee"},
+    {file = "starlette-0.37.2.tar.gz", hash = "sha256:9af890290133b79fc3db55474ade20f6220a364a0402e0b556e7cd5e1e093823"},
 ]
 
 [package.dependencies]
@@ -877,15 +1010,26 @@ files = [
     {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
 ]
 
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
 [[package]]
 name = "typer"
-version = "0.9.0"
+version = "0.9.4"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
-    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
+    {file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
+    {file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
 ]
 
 [package.dependencies]
@@ -896,7 +1040,7 @@ typing-extensions = ">=3.7.4.3"
 all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "types-python-dateutil"
@@ -911,13 +1055,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
-    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
 [[package]]
@@ -939,13 +1083,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.28.0"
+version = "0.28.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.28.0-py3-none-any.whl", hash = "sha256:6623abbbe6176204a4226e67607b4d52cc60ff62cda0ff177613645cefa2ece1"},
-    {file = "uvicorn-0.28.0.tar.gz", hash = "sha256:cab4473b5d1eaeb5a0f6375ac4bc85007ffc75c3cc1768816d9e5d589857b067"},
+    {file = "uvicorn-0.28.1-py3-none-any.whl", hash = "sha256:5162f6d652f545be91b1feeaee8180774af143965ca9dc8a47ff1dc6bafa4ad5"},
+    {file = "uvicorn-0.28.1.tar.gz", hash = "sha256:08103e79d546b6cf20f67c7e5e434d2cf500a6e29b28773e407250c54fc4fa3c"},
 ]
 
 [package.dependencies]
@@ -1257,4 +1401,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "c38c78d758710b2271c18b10a032af520ac530928bf102b4dc86907820f63b08"
+content-hash = "582fbbec4d90d63796da3fe1fcf08960dcf1cb04cffcec7c85e3a467506bd3aa"
diff --git a/backend/df_designer/pyproject.toml b/backend/df_designer/pyproject.toml
index 705df010..f92b7f65 100644
--- a/backend/df_designer/pyproject.toml
+++ b/backend/df_designer/pyproject.toml
@@ -20,3 +20,11 @@ omegaconf = "^2.3.0"
 
 [tool.poetry.scripts]
 dflowd = "app.cli:cli"
+
+[tool.poetry.group.lint]
+optional = true
+
+[tool.poetry.group.lint.dependencies]
+isort = "^5"
+black = "^22"
+flake8 = "^4"
diff --git a/bin/run_codestyle.sh b/bin/run_codestyle.sh
new file mode 100644
index 00000000..1ffaf838
--- /dev/null
+++ b/bin/run_codestyle.sh
@@ -0,0 +1,26 @@
+#!/usr/bin/env bash
+
+pip3 install flake8
+
+for ARGUMENT in "$@"; do
+
+    KEY=$(echo $ARGUMENT | cut -f1 -d=)
+    VALUE=$(echo $ARGUMENT | cut -f2 -d=)
+
+    case "$KEY" in
+    DIFF_BRANCH) DIFF_BRANCH=${VALUE} ;;
+    *) ;;
+    esac
+done
+
+if [[ "$DIFF_BRANCH" == "" ]]; then
+    DIFF_BRANCH="dev"
+fi
+
+res=$(git diff --cached --name-only --diff-filter=ACMR origin/$DIFF_BRANCH | grep \.py\$ | tr -d "[:blank:]")
+if [ -z "$res" ]
+then
+  exit 0
+else
+  flake8 --ignore=E203 --statistics --count --max-line-length 120 $(git diff --cached --name-only --diff-filter=ACMR origin/$DIFF_BRANCH | grep \.py\$)
+fi
diff --git a/compose.yaml b/compose.yaml
index eaf18aa7..9a4b6c76 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -1,12 +1,15 @@
+volumes:
+  project_data:
+
 services:
   backend:
     build:
       args:
-        PROJECT_DIR: brand_new
+       PROJECT_DIR: df_designer_project
       context: ./
       dockerfile: Dockerfile
     ports:
       - 8000:8000
     volumes:
-      - ./volume:/src/
+      - project_data:/src2/df_designer_project
 version: '3.8'
diff --git a/frontend/bun.lockb b/frontend/bun.lockb
index 1325b5fb..2353db35 100755
Binary files a/frontend/bun.lockb and b/frontend/bun.lockb differ