diff --git a/.github/workflows/ghcr_core_master.yml b/.github/workflows/ghcr_core_master.yml
deleted file mode 100644
index 8b2de615eb..0000000000
--- a/.github/workflows/ghcr_core_master.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Push Core Examples
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push Core examples to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: latest,core-latest,core-${{ github.sha }},core-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:core-${{ github.sha }}"
-          context: ./cookbook
-          dockerfile: core/Dockerfile
diff --git a/.github/workflows/ghcr_house_price_prediction.yml b/.github/workflows/ghcr_house_price_prediction.yml
deleted file mode 100644
index b809003b6f..0000000000
--- a/.github/workflows/ghcr_house_price_prediction.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build and Push House Price Prediction example Docker Images
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push House Price Prediction example to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: house_price_prediction-latest,house_price_prediction-${{ github.sha }},house_price_prediction-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:house_price_prediction-${{ github.sha }}"
-          context: ./cookbook/case_studies/ml_training/
-          dockerfile: house_price_prediction/Dockerfile
diff --git a/.github/workflows/ghcr_k8s_spark.yml b/.github/workflows/ghcr_k8s_spark.yml
deleted file mode 100644
index 86f66681ef..0000000000
--- a/.github/workflows/ghcr_k8s_spark.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push Spark Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Spark Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: k8s_spark-latest,k8s_spark-${{ github.sha }},k8s_spark-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:k8s_spark-${{ github.sha }}"
-          context: ./cookbook/integrations/kubernetes/
-          dockerfile: k8s_spark/Dockerfile
diff --git a/.github/workflows/ghcr_kfpytorch.yml b/.github/workflows/ghcr_kfpytorch.yml
deleted file mode 100644
index c9b78db765..0000000000
--- a/.github/workflows/ghcr_kfpytorch.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push Kubeflow Pytorch Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Kubeflow Pytorch Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: kfpytorch-latest,kfpytorch-${{ github.sha }},kfpytorch-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:kfpytorch-${{ github.sha }}"
-          context: ./cookbook/integrations/kubernetes/
-          dockerfile: kfpytorch/Dockerfile
diff --git a/.github/workflows/ghcr_pandera.yml b/.github/workflows/ghcr_pandera.yml
deleted file mode 100644
index e0351d2af8..0000000000
--- a/.github/workflows/ghcr_pandera.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push Pandera Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Pandera Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: pandera-latest,pandera-${{ github.sha }},pandera-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:pandera-${{ github.sha }}"
-          context: ./cookbook/integrations/flytekit_plugins/
-          dockerfile: pandera/Dockerfile
diff --git a/.github/workflows/ghcr_papermilltasks.yml b/.github/workflows/ghcr_papermilltasks.yml
deleted file mode 100644
index b5d7eb80a8..0000000000
--- a/.github/workflows/ghcr_papermilltasks.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push Papermill Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Papermill Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: papermilltasks-latest,papermilltasks-${{ github.sha }},papermilltasks-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:papermilltasks-${{ github.sha }}"
-          context: ./cookbook/integrations/flytekit_plugins/
-          dockerfile: papermilltasks/Dockerfile
diff --git a/.github/workflows/ghcr_pima_diabetes.yml b/.github/workflows/ghcr_pima_diabetes.yml
deleted file mode 100644
index 3259dd3aa6..0000000000
--- a/.github/workflows/ghcr_pima_diabetes.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build and Push Pima Diabetes Docker Images
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push Pima Diabetes examples to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: pima_diabetes-latest,pima_diabetes-${{ github.sha }},pima_diabetes-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:pima_diabetes-${{ github.sha }}"
-          context: ./cookbook/case_studies/ml_training/
-          dockerfile: pima_diabetes/Dockerfile
diff --git a/.github/workflows/ghcr_pod.yml b/.github/workflows/ghcr_pod.yml
deleted file mode 100644
index aa83caba4a..0000000000
--- a/.github/workflows/ghcr_pod.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push Pod Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Pod Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: pod-latest,pod-${{ github.sha }},pod-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:pod-${{ github.sha }}"
-          context: ./cookbook/integrations/kubernetes/
-          dockerfile: pod/Dockerfile
diff --git a/.github/workflows/ghcr_push.yml b/.github/workflows/ghcr_push.yml
new file mode 100644
index 0000000000..3f456b6499
--- /dev/null
+++ b/.github/workflows/ghcr_push.yml
@@ -0,0 +1,58 @@
+name: Build & Push Docker Images
+
+on:
+  pull_request:
+  create:
+    tags:
+      - v*
+
+jobs:
+  push-github:
+    name: Push to GHCR
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: cookbook
+    strategy:
+      matrix:
+        directory:
+          - name: core
+            path: .
+          - name: pod
+            path: integrations/kubernetes
+          - name: k8s_spark
+            path: integrations/kubernetes
+          - name: kfpytorch
+            path: integrations/kubernetes
+          - name: sqlite_datacleaning
+            path: case_studies/feature_engineering
+          - name: sagemaker_training
+            path: integrations/aws
+          - name: sagemaker_pytorch
+            path: integrations/aws
+          - name: pima_diabetes
+            path: case_studies/ml_training
+          - name: papermilltasks
+            path: integrations/flytekit_plugins
+          - name: pandera
+            path: integrations/flytekit_plugins
+          - name: house_price_prediction
+            path: case_studies/ml_training
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: "0"
+      - name: Push Spark Plugin Docker Image to Github Registry
+        uses: whoan/docker-build-with-cache-action@v5
+        with:
+          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
+          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
+          password: "${{ secrets.FLYTE_BOT_PAT }}"
+          image_name: ${{ github.repository_owner }}/flytecookbook
+          image_tag: ${{ matrix.directory.name }}-latest,${{ matrix.directory.name }}-${{ github.sha }},${{ matrix.directory.name }}-${{ github.event.ref }}
+          push_git_tag: ${{ github.event_name != 'pull_request' }}
+          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
+          registry: ghcr.io
+          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:${{ matrix.directory.name }}-${{ github.sha }}"
+          context: ./cookbook/${{ matrix.directory.path }}
+          dockerfile: ${{ matrix.directory.name }}/Dockerfile
diff --git a/.github/workflows/ghcr_sagemaker_pytorch.yml b/.github/workflows/ghcr_sagemaker_pytorch.yml
deleted file mode 100644
index bae28523af..0000000000
--- a/.github/workflows/ghcr_sagemaker_pytorch.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push SageMaker Pytorch Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push SageMaker Pytorch Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: sagemaker_pytorch-latest,sagemaker_pytorch-${{ github.sha }},sagemaker_pytorch-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:sagemaker_pytorch-${{ github.sha }}"
-          context: ./cookbook/integrations/aws/
-          dockerfile: sagemaker_pytorch/Dockerfile
diff --git a/.github/workflows/ghcr_sagemaker_training.yml b/.github/workflows/ghcr_sagemaker_training.yml
deleted file mode 100644
index 00bbdcae5f..0000000000
--- a/.github/workflows/ghcr_sagemaker_training.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build & Push SageMaker Training Plugin Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push SageMaker Training Plugin Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: sagemaker_training-latest,sagemaker_training-${{ github.sha }},sagemaker_training-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:sagemaker_training-${{ github.sha }}"
-          context: ./cookbook/integrations/aws/
-          dockerfile: sagemaker_training/Dockerfile
diff --git a/.github/workflows/ghcr_sqlite_datacleaning.yml b/.github/workflows/ghcr_sqlite_datacleaning.yml
deleted file mode 100644
index 6d62452a93..0000000000
--- a/.github/workflows/ghcr_sqlite_datacleaning.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Build and Push SQLite3 Data Cleaning Docker Image
-
-on:
-  pull_request:
-  create:
-    tags:
-      - v*
-
-jobs:
-  push-github:
-    name: Push SQLite3 Data Cleaning examples to GHCR
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: cookbook
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - name: Push Docker Image to Github Registry
-        uses: whoan/docker-build-with-cache-action@v5
-        with:
-          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
-          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
-          password: "${{ secrets.FLYTE_BOT_PAT }}"
-          image_name: ${{ github.repository_owner }}/flytecookbook
-          image_tag: sqlite_datacleaning-latest,sqlite_datacleaning-${{ github.sha }},sqlite_datacleaning-${{ github.event.ref }}
-          push_git_tag: ${{ github.event_name != 'pull_request' }}
-          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
-          registry: ghcr.io
-          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:sqlite_datacleaning-${{ github.sha }}"
-          context: ./cookbook/case_studies/feature_engineering/
-          dockerfile: sqlite_datacleaning/Dockerfile
diff --git a/.github/workflows/master.yml b/.github/workflows/master.yml
index c49ab5b6a7..22966bc8bc 100644
--- a/.github/workflows/master.yml
+++ b/.github/workflows/master.yml
@@ -23,70 +23,33 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.FLYTE_BOT_PAT }}
           WITH_V: true
           DEFAULT_BUMP: patch
-  core-releaser:
-    name: Release Core example
+  examples-releaser:
+    name: Release Examples
+    strategy:
+      matrix:
+        directory: [ "core", "integrations", "case_studies" ]
     runs-on: ubuntu-latest
-    needs: [bump-version]
+    needs: [ bump-version ]
     steps:
       - uses: actions/checkout@v2
         with:
           fetch-depth: "0"
       - uses: actions/cache@v1
         with:
-          path: /tmp/release-snacks-core/
-          key: release-snacks-core
-      - name: Generate Serialize proto
-        env:
-          REGISTRY: "ghcr.io/flyteorg"
-        run: |
-          make -C cookbook/core serialize
-          mkdir -p cookbook/release-snacks /tmp/release-snacks-core/
-          make -C cookbook archive
-          cp -r cookbook/release-snacks/* /tmp/release-snacks-core/
-  integrations-releaser:
-    name: Release Integrations example
-    runs-on: ubuntu-latest
-    needs: [bump-version]
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - uses: actions/cache@v1
-        with:
-          path: /tmp/release-snacks-integrations/
-          key: release-snacks-plugins
-      - name: Generate Serialize proto
-        env:
-          REGISTRY: "ghcr.io/flyteorg"
-        run: |
-          make -C cookbook/integrations serialize
-          mkdir -p cookbook/release-snacks /tmp/release-snacks-integrations/
-          make -C cookbook archive
-          cp -r cookbook/release-snacks/* /tmp/release-snacks-integrations/
-  case_studies-releaser:
-    name: Release Case studies example
-    runs-on: ubuntu-latest
-    needs: [bump-version]
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - uses: actions/cache@v1
-        with:
-          path: /tmp/release-snacks-case-studies/
-          key: release-snacks-case-studies
+          path: /tmp/release-snacks-${{ matrix.directory }}/
+          key: release-snacks-${{ matrix.directory }}
       - name: Generate Serialize proto
         env:
           REGISTRY: "ghcr.io/flyteorg"
         run: |
-          make -C cookbook/case_studies serialize
-          mkdir -p cookbook/release-snacks /tmp/release-snacks-case-studies/
+          make -C cookbook/${{ matrix.directory }} serialize
+          mkdir -p cookbook/release-snacks /tmp/release-snacks-${{ matrix.directory }}/
           make -C cookbook archive
-          cp -r cookbook/release-snacks/* /tmp/release-snacks-case-studies/
+          cp -r cookbook/release-snacks/* /tmp/release-snacks-${{ matrix.directory }}/
   goreleaser:
     name: Release Case studies example
     runs-on: ubuntu-latest
-    needs: [core-releaser, case_studies-releaser, integrations-releaser]
+    needs: [ core-releaser, case_studies-releaser, integrations-releaser ]
     steps:
       - uses: actions/checkout@v2
         with:
diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
deleted file mode 100644
index b177d473f8..0000000000
--- a/.github/workflows/pull_request.yml
+++ /dev/null
@@ -1,54 +0,0 @@
-name: Serialize snacks 
-
-on:
-  pull_request:
-
-jobs:
-  core-build:
-    name: Build Core example
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - uses: actions/cache@v1
-        with:
-          path: /tmp/release-snacks-core/
-          key: release-snacks-core
-      - name: Generate Serialize proto
-        env:
-          REGISTRY : "ghcr.io/flyteorg"
-        run: |
-          make -C cookbook/core serialize
-  integrations-build:
-    name: Build Integrations example
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - uses: actions/cache@v1
-        with:
-          path: /tmp/release-snacks-integrations/
-          key: release-snacks-plugins
-      - name: Generate Serialize proto
-        env:
-          REGISTRY: "ghcr.io/flyteorg"
-        run: |
-          make -C cookbook/integrations serialize
-  case_studies-build:
-    name: Build Case studies example
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: "0"
-      - uses: actions/cache@v1
-        with:
-          path: /tmp/release-snacks-case-studies/
-          key: release-snacks-case-studies
-      - name: Generate Serialize proto
-        env:
-          REGISTRY: "ghcr.io/flyteorg"
-        run: |
-          make -C cookbook/case_studies serialize
\ No newline at end of file
diff --git a/.github/workflows/build.yml b/.github/workflows/sandbox_register.yml
similarity index 93%
rename from .github/workflows/build.yml
rename to .github/workflows/sandbox_register.yml
index d9ff58e2a6..364e83b573 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/sandbox_register.yml
@@ -1,4 +1,4 @@
-name: Build
+name: Sandbox Register
 
 on:
   pull_request:
@@ -12,7 +12,7 @@ defaults:
 
 jobs:
   build:
-    name: Build
+    name: Sandbox Register
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
diff --git a/.github/workflows/serialize_examples.yml b/.github/workflows/serialize_examples.yml
new file mode 100644
index 0000000000..f63ffbfb0a
--- /dev/null
+++ b/.github/workflows/serialize_examples.yml
@@ -0,0 +1,25 @@
+name: Serialize Examples
+
+on:
+  pull_request:
+
+jobs:
+  core-build:
+    name: Serialize Examples
+    strategy:
+      matrix:
+        directory: [ "core", "integrations", "case_studies" ]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: "0"
+      - uses: actions/cache@v1
+        with:
+          path: /tmp/release-snacks-${{ matrix.directory }}/
+          key: release-snacks-${{ matrix.directory }}
+      - name: Generate Serialize proto
+        env:
+          REGISTRY: "ghcr.io/flyteorg"
+        run: |
+          make -C cookbook/${{ matrix.directory }} serialize
diff --git a/README.md b/README.md
index 2a3ac69c87..3a0773a115 100644
--- a/README.md
+++ b/README.md
@@ -38,12 +38,52 @@
 Flytesnacks currently has all examples in Python (Flytekit Python SDK). In the future, Java examples employing Flytekit JAVA will be out.
 
 Here are the setup instructions to start contributing to `flytesnacks` repo:
-- If the Python code has to be tested, run it locally
-- If the Python code has to be tested in a cluster:
-    * Run the `make start` command in the root directory of the flytesnacks repo
-    * Visit https://localhost:30081 to view the Flyte console consisting of the examples present in flytesnacks/cookbook/core directory
-    * To fetch new dependencies and rebuild the image, run `make register`
-    * If examples from a different directory (other than `core`) have to registered, run the command `SANDBOX=1 make -C <directory> register` in the `flytesnacks` repo.
+
+### 💻 Contribute to examples
+
+1. Determine where to put your new code:
+  * [Core](https://github.com/flyteorg/blob/master/cookbook/core)
+    
+    Contains examples that demonstrates functionality available within core flytekit. These examples should be runnable
+    locally.
+    
+  * [Integrations](https://github.com/flyteorg/blob/master/cookbook/integrations)
+
+    Contains examples that leverage one or more of the available plugins.
+
+  * [Case Studies](https://github.com/flyteorg/blob/master/cookbook/case_studies)
+
+    Contains examples that demonstrates usage of Flyte to solve real world problems. These are more generally more complex
+    examples that may require extra setup or that can only run on larger clusters..
+
+2. Create a directory
+   
+   After determining where to put your example, create a directory under the appropriate parent directory. Each example
+   directory should contain:
+   
+   * Dockerfile
+   * Makefile
+   * README.rst
+   * __init__.py
+   * requirements.in
+   * sandbox.config
+    
+   It might be easier to copy one of the existing examples and modify it to your needs.
+
+3. Add it to CI
+
+   Examples are references in [this github workflow](https://github.com/flyteorg/flytesnacks/blob/master/.github/workflows/ghcr_push.yml)
+   Add a new entry under ``strategy -> matrix -> directory`` with the name of your directory as well as its relative path.
+   
+4. Test your code!
+    * If the Python code can be run locally, just use `python <my file>` to run it.
+    * If the Python code has to be tested in a cluster:
+        * Run the `make start` command in the root directory of the flytesnacks repo
+        * Visit https://localhost:30081 to view the Flyte console consisting of the examples present in flytesnacks/cookbook/core directory
+        * To fetch new dependencies and rebuild the image, run `make register`
+        * If examples from a different directory (other than `core`) have to registered, run the command `SANDBOX=1 make -C <directory> register` in the `flytesnacks` repo.
+
+### 📝 Contribute to documentation
 
 `docs` folder in `flytesnacks` houses the user guide and tutorials present in the documentation. Refer to the [documentation contribution guide](https://docs.flyte.org/en/latest/community/contribute.html#documentation) to get acquainted with the guidelines.