diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 00000000..5f7a5725
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,5 @@
+[run]
+branch = True
+parallel = True
+source = numalogic
+omit = numalogic/tests/*
diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
new file mode 100644
index 00000000..aca88d8c
--- /dev/null
+++ b/.github/workflows/changelog.yml
@@ -0,0 +1,24 @@
+name: Changelog
+
+on:
+  push:
+    tags:
+      - v*
+jobs:
+  generate_changelog:
+    if: github.repository == 'numaproj/numalogic'
+    runs-on: ubuntu-latest
+    name: Generate changelog
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          ref: main
+          fetch-depth: 0
+      - run: git fetch --prune --prune-tags
+      - run: git tag -l 'v*'
+      - run: ./hack/changelog.sh > CHANGELOG.md
+      - uses: peter-evans/create-pull-request@v3
+        with:
+          title: 'docs: updated CHANGELOG.md'
+          commit-message: 'docs: updated CHANGELOG.md'
+          signoff: true
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b913bdfd..bcca9e43 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,7 +1,4 @@
-# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
-# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
-
-name: Test
+name: Build
 
 on:
   push:
@@ -58,5 +55,10 @@ jobs:
         python-version: ${{ matrix.python-version }}
         cache: 'poetry'
 
+    - name: Install dependencies
+      run: |
+        poetry env use ${{ matrix.python-version }}
+        poetry install --no-root
+
     - name: Black format check
       run: poetry run black --check .
diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
new file mode 100644
index 00000000..7f062908
--- /dev/null
+++ b/.github/workflows/coverage.yml
@@ -0,0 +1,44 @@
+name: Coverage
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+    name: Codecov
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.9"]
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Install poetry
+      run: pipx install poetry
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'poetry'
+
+    - name: Install dependencies
+      run: |
+        poetry env use ${{ matrix.python-version }}
+        poetry install --no-root
+
+    - name: Run Coverage
+      run: |
+        poetry run pytest --cov-report=xml --cov=numalogic --cov-config .coveragerc numalogic/tests/ -sq
+
+    - name: Upload Coverage
+      uses: codecov/codecov-action@v3
+      with:
+        files: ./coverage.xml
+        fail_ci_if_error: true
+        verbose: true
diff --git a/README.md b/README.md
index 7476d026..dbd320ab 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,10 @@
 # numalogic
 
+[![Build](https://github.com/numaproj/numalogic/actions/workflows/ci.yml/badge.svg)](https://github.com/numaproj/numalogic/actions/workflows/ci.yml)
+[![Coverage](https://github.com/numaproj/numalogic/actions/workflows/coverage.yml/badge.svg?branch=main)](https://github.com/numaproj/numalogic/actions/workflows/coverage.yml)
 [![black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/ambv/black)
 
+
 Numa logic is a collection of operational ML models and tools.