diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
new file mode 100644
index 0000000..14dc503
--- /dev/null
+++ b/.github/release-drafter.yml
@@ -0,0 +1,38 @@
+name-template: 'v$RESOLVED_VERSION 🌈'
+tag-template: 'v$RESOLVED_VERSION'
+categories:
+  - title: '🚀 Features'
+    labels:
+      - 'enhancement'
+      - 'feature'
+  - title: '🐛 Bug Fixes'
+    labels:
+      - 'bugfix'
+      - 'fix'
+      - 'bug'
+  - title: '🧰 Maintenance'
+    label: 
+      - 'ci'
+      - 'refactor'
+      - 'chore'
+change-template: '- $TITLE @$AUTHOR (#$NUMBER)'
+change-title-escapes: '\<*_&'
+version-resolver:
+  major:
+    labels:
+      - 'major'
+  minor:
+    labels:
+      - 'minor'
+  patch:
+    labels:
+      - 'patch'
+  default: patch
+template: |
+  ## What's New
+  $CHANGES
+  
+  ## Contributors
+  
+  Thank you to our contributors for making this release possible:
+  $CONTRIBUTORS
diff --git a/.github/workflows/linter-and-builder.yaml b/.github/workflows/linter-and-builder.yaml
new file mode 100644
index 0000000..91dd8d5
--- /dev/null
+++ b/.github/workflows/linter-and-builder.yaml
@@ -0,0 +1,47 @@
+name: 'Builder Checker 🚀'
+on:
+  pull_request:
+    branches:
+      - 'main'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  check-build-images:
+    name: 'Docker Build Checker🐳'
+    strategy:
+      matrix:
+        config:
+          - { dockerfile: "Dockerfile", platforms: "linux/amd64,linux/arm64" }
+    # defaults:
+    #   run:
+    #     working-directory: backend/
+    runs-on: ubuntu-latest
+    steps:
+
+      - name: Check repository
+        uses: actions/checkout@v4
+        
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Get Commit Hash
+        id: commit
+        shell: bash
+        run: |
+          echo "SHORT_HASH=$(git rev-parse --short=7 HEAD)" >> $GITHUB_ENV
+
+      - name: Build Docker image
+        # if: startsWith(github.ref, 'refs/tags/') != true && success()
+        uses: docker/build-push-action@v6
+        with:
+          context: backend/
+          push: false
+          platforms: ${{ matrix.config.platforms }}
+          tags: "${{ secrets.YEAGER_REPO }}/${{ secrets.YEAGER_NAME }}:${{ env.SHORT_HASH }}"
+          file: ${{ matrix.config.dockerfile }}
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
new file mode 100644
index 0000000..970e6e8
--- /dev/null
+++ b/.github/workflows/release-drafter.yml
@@ -0,0 +1,38 @@
+name: 'Release Drafter 🚀'
+
+on:
+  push:
+    # branches to consider in the event; optional, defaults to all
+    branches:
+      - main
+  # pull_request event is required only for autolabeler
+  pull_request:
+    # Only following types are handled by the action, but one can default to all as well
+    types: [opened, reopened, synchronize]
+  # pull_request_target event is required for autolabeler to support PRs from forks
+  # pull_request_target:
+  #   types: [opened, reopened, synchronize]
+
+permissions:
+  contents: read
+
+jobs:
+  update_release_draft:
+    permissions:
+      # write permission is required to create a github release
+      contents: write
+      # write permission is required for autolabeler
+      # otherwise, read permission is required at least
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      # Drafts your next Release notes as Pull Requests are merged into "master"
+      - uses: release-drafter/release-drafter@v6
+        # (Optional) specify config name to use, relative to .github/. Default: release-drafter.yml
+        with:
+          config-name: release-drafter.yml
+          # https://github.com/release-drafter/release-drafter/issues/1125
+          commitish: main
+        #   disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/release-image.yaml b/.github/workflows/release-image.yaml
new file mode 100644
index 0000000..d211302
--- /dev/null
+++ b/.github/workflows/release-image.yaml
@@ -0,0 +1,51 @@
+name: 'Releasing Image 🚀'
+on:
+  push:
+    tags:
+      - 'v*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  release_image:
+    name: 'Releasing Image 🐳'
+    strategy:
+      matrix:
+        config:
+          - { dockerfile: "Dockerfile", platforms: "linux/amd64,linux/arm64" }
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check repository
+        uses: actions/checkout@v4
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to DockerHub
+        uses: docker/login-action@v3
+        if: github.event_name != 'pull_request' && startsWith(github.ref, 'refs/tags/') && success()
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Get Tag Name
+        id: tag
+        shell: bash
+        run: |
+          echo "TAG=${GITHUB_REF/refs\/tags\//}" >> $GITHUB_ENV
+        
+      - name: Release Docker image
+        if: github.event_name != 'pull_request' && startsWith(github.ref, 'refs/tags/') && success()
+        uses: docker/build-push-action@v6
+        with:
+          context: .
+          push: true
+          platforms: ${{ matrix.config.platforms }}
+          tags: "ghcr.io/${{ secrets.SKYWARD_GITHUB }}/${{ secrets.YEAGER_NAME }}:${{ env.TAG }}"
+          file: ${{ matrix.config.dockerfile }}
diff --git a/.gitignore b/.gitignore
index 82f9275..4c7fdd5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -160,3 +160,5 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+
+volumes/
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index a687e84..13194f5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,16 @@
+# Copyright [2024] [SkywardAI]
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+#        http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
 FROM python:3.11.8-slim
 
 WORKDIR /app
@@ -8,5 +21,3 @@ ENV PYTHONUNBUFFERED 1
 COPY requirements.txt .
 
 RUN pip --disable-pip-version-check --no-cache-dir install -r requirements.txt && rm -rf /tmp/pip-tmp
-
-ENTRYPOINT ["tensorboard", "--logdir=runs"]
\ No newline at end of file
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..e787703
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,23 @@
+FILE_NAME:=.env
+
+DOCKER_VOLUME_DIRECTORY:=
+METRICS_PATHS:=runs
+
+.PHONY: env
+env:
+	@echo "DOCKER_VOLUME_DIRECTORY=$(DOCKER_VOLUME_DIRECTORY)" > $(FILE_NAME)
+	@echo "METRICS_PATHS=$(METRICS_PATHS)" >> $(FILE_NAME)
+
+.PHONY: build
+build: env
+	@docker compose -f docker-compose.yaml build
+
+
+.PHONY: up
+up: build
+	@docker compose -f docker-compose.yaml up -d
+
+
+.PHONY: stop
+stop:
+	@docker compose -f docker-compose.yaml stop
diff --git a/README.md b/README.md
index a0e6ab4..ebc3dc5 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,14 @@
-# yeager
\ No newline at end of file
+# yeager
+
+
+Visualization model and training process.
+
+
+# Acknowledgement
+
+* [Tensorboard](https://www.tensorflow.org/tensorboard)
+
+
+# LICENSE
+
+This project is licensed under the terms of the Apache 2.0 license. See the [LICENSE](./LICENSE) file.
\ No newline at end of file
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 0000000..a912f90
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,28 @@
+# Copyright [2024] [SkywardAI]
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+#        http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+services:
+  yeager:
+    container_name: yeager
+    restart: always
+    build:
+      dockerfile: Dockerfile
+      context: .
+    entrypoint: ["python3", "-m", "tensorboard.main","--bind_all","--logdir=${METRICS_PATHS}"]
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/runs:/app/runs
+    expose:
+      - 6006
+    ports:
+      - 6006:6006
+
diff --git a/requirements.txt b/requirements.txt
index ec8d0b4..a13f6f8 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,2 @@
-tensorboard==2.17.0
\ No newline at end of file
+# https://github.com/tensorflow/tensorboard/issues/6874
+tb-nightly==2.18.0a20240717
\ No newline at end of file