diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..d720a53e
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,10 @@
+# Python Tools for Visual Studio (PTVS)
+__pycache__/
+*.pyc
+
+# Visual studio / VS Code cache
+.vs/
+.vscode/
+
+# Desktop Service Store
+.DS_Store
\ No newline at end of file
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
new file mode 100644
index 00000000..517657b8
--- /dev/null
+++ b/CODE_OF_CONDUCT.md
@@ -0,0 +1,76 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to make participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, sex characteristics, gender identity and expression,
+level of experience, education, socio-economic status, nationality, personal
+appearance, race, religion, or sexual identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+  advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+  address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies within all project spaces, and it also applies when
+an individual is representing the project or its community in public spaces.
+Examples of representing a project or community include using an official
+project e-mail address, posting via an official social media account, or acting
+as an appointed representative at an online or offline event. Representation of
+a project may be further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at opensource@github.com. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see
+https://www.contributor-covenant.org/faq
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 00000000..73fe6e35
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,52 @@
+## Contributing
+
+[fork]: https://github.com/actions/python-versions/fork  
+[pr]: https://github.com/actions/python-versions/compare  
+[code-of-conduct]: CODE_OF_CONDUCT.md  
+
+Hi there! We're thrilled that you'd like to contribute to this project. Your help is essential for keeping it great.
+
+Contributions to this project are [released](https://help.github.com/articles/github-terms-of-service/#6-contributions-under-repository-license) to the public under the [MIT](LICENSE.md).
+
+Please note that this project is released with a [Contributor Code of Conduct][code-of-conduct]. By participating in this project you agree to abide by its terms.
+
+## Submitting a pull request
+
+1. [Fork][fork] and clone the repository
+1. Create a new branch: `git checkout -b my-branch-name`
+1. Make your changes
+1. Push to your fork and [submit a pull request][pr]
+1. Make sure that checks in your pull request are green
+
+Here are a few things you can do that will increase the likelihood of your pull request being accepted:
+
+- Please include a summary of the change and which issue is fixed. Also include relevant motivation and context.
+- Follow the style guide for [PowerShell](https://github.com/PoshCode/PowerShellPracticeAndStyle).
+- Write [good commit messages](http://tbaggery.com/2008/04/19/a-note-about-git-commit-messages.html).
+
+## Code structure
+
+### Directory structure
+```
+TOOLCACHE-PYTHON-GENERATION
+├── azure-pipelines/
+|   └──templates/
+├── builders/
+├── helpers/
+├── installers/
+└── tests/
+    └──sources/
+```
+- `azure-pipelines*` - contains global YAML definitions for build pipelines. Reusable templates for specific jobs are located in `templates` subfolder.
+- `builders` - contains Python builder classes and functions.
+- `helpers` - contains global helper functions and functions.
+- `installers` - contains installation script templates.
+- `tests` - contains test scripts. Required tests sources are located in `sources` subfolder.
+
+\* _We use Azure Pipelines because there are a few features that Actions is still missing, we'll move to Actions as soon as possible_.
+
+## Resources
+
+- [How to Contribute to Open Source](https://opensource.guide/how-to-contribute/)
+- [Using Pull Requests](https://help.github.com/articles/about-pull-requests/)
+- [GitHub Help](https://help.github.com)
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..f42f5abe
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2020 GitHub
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 00000000..e00e77c4
--- /dev/null
+++ b/README.md
@@ -0,0 +1,16 @@
+# Python for Actions
+This repository contains the code and scripts that we use to build Python packages used in [virtual-environments](https://github.com/actions/virtual-environments) and accessible through the [setup-python](https://github.com/actions/setup-python) Action.  
+File [versions-manifest.json](./versions-manifest.json) contains the list of available and released versions.  
+
+> Caution: this is prepared for and only permitted for use by actions `virtual-environments` and `setup-python` action.
+
+**Status**: Currently under development and in use for beta and preview actions.  This repo is undergoing rapid changes.
+
+Some versions are pre-installed on [virtual-environments](https://github.com/actions/virtual-environments) images.  
+More versions will (soon!) be available to install on-the-fly through the [`setup-python`](https://github.com/actions/setup-python) action.
+
+## Adding new versions
+We are trying to build and release new versions of Python as soon as they are released. Please open an issue if any versions are missing.
+
+## Contribution
+Contributions are welcome! See [Contributor's Guide](./CONTRIBUTING.md) for more details about contribution process and code structure
diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 00000000..f0b196fb
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,3 @@
+If you discover a security issue in this repo, please submit it through the [GitHub Security Bug Bounty](https://hackerone.com/github)
+
+Thanks for helping make GitHub Actions safe for everyone.
diff --git a/azure-pipelines/build-python-packages.yml b/azure-pipelines/build-python-packages.yml
new file mode 100644
index 00000000..eb75aeb3
--- /dev/null
+++ b/azure-pipelines/build-python-packages.yml
@@ -0,0 +1,99 @@
+name: $(date:yyyyMMdd)$(rev:.r)-Python-$(VERSION)
+trigger: none
+pr: none
+
+stages:
+- stage: Build_Python_MacOS
+  dependsOn: []
+  variables:
+    VmImage: 'macOS-10.14'
+    Platform: macos-1014
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/build-job.yml
+
+- stage: Test_Python_MacOS
+  condition: succeeded()
+  dependsOn: Build_Python_MacOS
+  variables:
+    VmImage: 'macOS-10.14'
+    Platform: macos-1014
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/test-job.yml
+
+- stage: Build_Python_Ubuntu_1604
+  dependsOn: []
+  variables:
+    VmImage: 'ubuntu-16.04'
+    Platform: ubuntu-1604
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/build-job.yml
+
+- stage: Test_Python_Ubuntu_1604
+  condition: succeeded()
+  dependsOn: Build_Python_Ubuntu_1604
+  variables:
+    VmImage: 'ubuntu-16.04'
+    Platform: ubuntu-1604
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/test-job.yml
+
+- stage: Build_Python_Ubuntu_1804
+  dependsOn: []
+  variables:
+    VmImage: 'ubuntu-18.04'
+    Platform: ubuntu-1804
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/build-job.yml
+
+- stage: Test_Python_Ubuntu_1804
+  condition: succeeded()
+  dependsOn: Build_Python_Ubuntu_1804
+  variables:
+    VmImage: 'ubuntu-18.04'
+    Platform: ubuntu-1804
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/test-job.yml
+
+- stage: Build_Python_X64_Windows
+  dependsOn: []
+  variables:
+    VmImage: 'vs2017-win2016'
+    Platform: windows-2016
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/build-job.yml
+
+- stage: Test_Python_x64_Windows
+  condition: succeeded()
+  dependsOn: Build_Python_X64_Windows
+  variables:
+    VmImage: 'vs2017-win2016'
+    Platform: windows-2016
+    Architecture: x64
+  jobs:
+  - template: /azure-pipelines/templates/test-job.yml
+
+- stage: Build_Python_x86_Windows
+  dependsOn: []
+  variables:
+    VmImage: 'vs2017-win2016'
+    Platform: windows-2016
+    Architecture: x86
+  jobs:
+  - template: /azure-pipelines/templates/build-job.yml
+
+- stage: Test_Python_x86_Windows
+  condition: succeeded()
+  dependsOn: Build_Python_x86_Windows
+  variables:
+    VmImage: 'vs2017-win2016'
+    Platform: windows-2016
+    Architecture: x86
+  jobs:
+  - template: /azure-pipelines/templates/test-job.yml
diff --git a/azure-pipelines/run-ci-builds.yml b/azure-pipelines/run-ci-builds.yml
new file mode 100644
index 00000000..d7ae36b4
--- /dev/null
+++ b/azure-pipelines/run-ci-builds.yml
@@ -0,0 +1,33 @@
+trigger: none
+pr:
+  autoCancel: true
+  branches:
+    include:
+    - master
+  paths:
+    exclude:
+    - versions-manifest.json
+
+jobs:
+- job: Run_Builds
+  pool:
+    name: Azure Pipelines
+    vmImage: 'ubuntu-latest'
+
+  steps:
+  - checkout: self
+    submodules: true
+
+  - task: PowerShell@2
+    displayName: 'Run build'
+    inputs:
+      targetType: filePath
+      filePath: './helpers/azure-devops/run-ci-builds.ps1 '
+      arguments: |
+          -TeamFoundationCollectionUri $(System.TeamFoundationCollectionUri) `
+          -AzureDevOpsProjectName $(System.TeamProject) `
+          -AzureDevOpsAccessToken $(System.AccessToken) `
+          -SourceBranch $(Build.SourceBranch) `
+          -SourceVersion $(Build.SourceVersion) `
+          -ToolVersions "$(PYTHON_VERSIONS)" `
+          -DefinitionId $(DEFINITION_ID) 
\ No newline at end of file
diff --git a/azure-pipelines/templates/build-job.yml b/azure-pipelines/templates/build-job.yml
new file mode 100644
index 00000000..31b41e7a
--- /dev/null
+++ b/azure-pipelines/templates/build-job.yml
@@ -0,0 +1,22 @@
+jobs:
+- job: Build_Python
+  timeoutInMinutes: 90
+  pool:
+    name: Azure Pipelines
+    vmImage: $(VmImage)
+  steps:
+  - checkout: self
+    submodules: true
+    
+  - task: PowerShell@2
+    displayName: 'Build Python $(VERSION)'
+    inputs:
+      targetType: filePath
+      filePath: './builders/build-python.ps1'
+      arguments: '-Version $(VERSION) -Platform $(Platform) -Architecture $(Architecture)'
+
+  - task: PublishPipelineArtifact@1
+    displayName: 'Publish Artifact: Python $(VERSION)'
+    inputs:
+      targetPath: '$(Build.ArtifactStagingDirectory)' 
+      artifactName: 'python-$(VERSION)-$(Platform)-$(Architecture)'
\ No newline at end of file
diff --git a/azure-pipelines/templates/test-job.yml b/azure-pipelines/templates/test-job.yml
new file mode 100644
index 00000000..f3a10745
--- /dev/null
+++ b/azure-pipelines/templates/test-job.yml
@@ -0,0 +1,80 @@
+jobs:
+- job: Test_Python
+  pool: 
+    name: Azure Pipelines
+    vmImage: $(VmImage)
+  steps:
+  - checkout: self
+    submodules: true
+
+  - task: DownloadPipelineArtifact@2
+    inputs:
+      source: 'current'
+      artifact: 'python-$(VERSION)-$(Platform)-$(Architecture)'
+      path: $(Build.BinariesDirectory)
+
+  - task: ExtractFiles@1
+    inputs:
+      archiveFilePatterns: '$(Build.BinariesDirectory)/python-$(VERSION)-$(Platform)-$(Architecture).*'
+      destinationFolder: $(Build.BinariesDirectory)
+      cleanDestinationFolder: false
+
+  - task: PowerShell@2
+    displayName: 'Apply build artifact to the local machines'
+    inputs:
+      TargetType: inline
+      script: |
+        if ($env:PLATFORM -match 'windows') { powershell ./setup.ps1 } else { sh ./setup.sh }
+      workingDirectory: '$(Build.BinariesDirectory)'
+
+  - task: UsePythonVersion@0
+    displayName: 'Use Python $(VERSION)'
+    inputs:
+      versionSpec: '$(VERSION)'
+      architecture: '$(Architecture)'
+
+  - task: PowerShell@2
+    displayName: 'Verbose sysconfig dump'
+    inputs:
+      TargetType: inline
+      script: |
+        Invoke-Expression "python ./sources/python-config-output.py"
+      workingDirectory: '$(Build.SourcesDirectory)/tests'
+    condition: ne(variables['Platform'], 'windows-2016')
+
+  - task: PowerShell@2
+    displayName: 'Verbose python binary links'
+    inputs:
+      TargetType: inline
+      script: |
+        $pythonLocation = which python
+        if ($env:PLATFORM -match 'macos') { otool -L $pythonLocation } else { ldd $pythonLocation }
+      workingDirectory: '$(Build.BinariesDirectory)'
+    condition: ne(variables['Platform'], 'windows-2016')
+
+  - task: PowerShell@2
+    displayName: 'Run tests'
+    inputs:
+      TargetType: inline
+      script: |
+        Install-Module Pester -Force -Scope CurrentUser
+        Import-Module Pester
+        $pesterParams = @{
+          Path="./python-tests.ps1";
+          Parameters=@{
+            Version="$(VERSION)";
+            Platform="$(Platform)";
+          }
+        }
+        Invoke-Pester -Script $pesterParams -OutputFile "test_results.xml" -OutputFormat NUnitXml
+      workingDirectory: '$(Build.SourcesDirectory)/tests'
+
+  - task: PublishTestResults@2
+    displayName: 'Publish test results'
+    inputs:
+      testResultsFiles: '*.xml'
+      testResultsFormat: NUnit
+      searchFolder: 'tests'
+      failTaskOnFailedTests: true
+      testRunTitle: "$(TestRunTitle)"
+    condition: always()
diff --git a/builders/build-python.ps1 b/builders/build-python.ps1
new file mode 100644
index 00000000..ccd0d098
--- /dev/null
+++ b/builders/build-python.ps1
@@ -0,0 +1,75 @@
+using module "./builders/win-python-builder.psm1"
+using module "./builders/ubuntu-python-builder.psm1"
+using module "./builders/macos-python-builder.psm1"
+
+<#
+.SYNOPSIS
+Generate Python artifact.
+
+.DESCRIPTION
+Main script that creates instance of PythonBuilder and builds of Python using specified parameters.
+
+.PARAMETER Version
+Required parameter. The version with which Python will be built.
+
+.PARAMETER Architecture
+Optional parameter. The architecture with which Python will be built. Using x64 by default.
+
+.PARAMETER Platform
+Required parameter. The platform for which Python will be built.
+
+#>
+
+param(
+    [Parameter (Mandatory=$true)][Version] $Version,
+    [Parameter (Mandatory=$true)][string] $Platform,
+    [string] $Architecture = "x64"
+)
+
+Import-Module (Join-Path $PSScriptRoot "../helpers" | Join-Path -ChildPath "common-helpers.psm1") -DisableNameChecking
+Import-Module (Join-Path $PSScriptRoot "../helpers" | Join-Path -ChildPath "nix-helpers.psm1") -DisableNameChecking
+Import-Module (Join-Path $PSScriptRoot "../helpers" | Join-Path -ChildPath "win-helpers.psm1") -DisableNameChecking
+
+function Get-PythonBuilder {
+    <#
+    .SYNOPSIS
+    Wrapper for class constructor to simplify importing PythonBuilder.
+
+    .DESCRIPTION
+    Create instance of PythonBuilder with specified parameters.
+
+    .PARAMETER Version
+    The version with which Python will be built.
+
+    .PARAMETER Architecture
+    The architecture with which Python will be built.
+
+    .PARAMETER Platform
+    The platform for which Python will be built.
+
+    #>
+
+    param (
+        [version] $Version,
+        [string] $Architecture,
+        [string] $Platform
+    )
+
+    $Platform = $Platform.ToLower()  
+    if ($Platform -match 'windows') {
+        $builder = [WinPythonBuilder]::New($Version, $Architecture, $Platform)
+    } elseif ($Platform -match 'ubuntu') {
+        $builder = [UbuntuPythonBuilder]::New($Version, $Architecture, $Platform)
+    } elseif ($Platform -match 'macos') {
+        $builder = [macOSPythonBuilder]::New($Version, $Architecture, $Platform)
+    } else {
+        Write-Host "##vso[task.logissue type=error;] Invalid platform: $Platform"
+        exit 1
+    }
+
+    return $builder
+}
+
+### Create Python builder instance, and build artifact
+$Builder = Get-PythonBuilder -Version $Version -Architecture $Architecture  -Platform $Platform 
+$Builder.Build()
diff --git a/builders/macos-python-builder.psm1 b/builders/macos-python-builder.psm1
new file mode 100644
index 00000000..9c6c9f40
--- /dev/null
+++ b/builders/macos-python-builder.psm1
@@ -0,0 +1,58 @@
+using module "./builders/nix-python-builder.psm1"
+
+class macOSPythonBuilder : NixPythonBuilder {
+    <#
+    .SYNOPSIS
+    MacOS Python builder class.
+
+    .DESCRIPTION
+    Contains methods that required to build macOS Python artifact from sources. Inherited from base NixPythonBuilder.
+
+    .PARAMETER platform
+    The full name of platform for which Python should be built.
+
+    .PARAMETER version
+    The version of Python that should be built.
+
+    #>
+
+    macOSPythonBuilder(
+        [version] $version,
+        [string] $architecture,
+        [string] $platform
+    ) : Base($version, $architecture, $platform) { }
+
+    [void] Configure() {
+        <#
+        .SYNOPSIS
+        Execute configure script with required parameters.
+        #>
+
+        $pythonBinariesLocation = $this.GetFullPythonToolcacheLocation()
+        $configureString = "./configure --prefix=$pythonBinariesLocation --enable-optimizations --enable-shared --with-lto"
+
+        ### OS X 10.11, Apple no longer provides header files for the deprecated system version of OpenSSL.
+        ### Solution is to install these libraries from a third-party package manager,
+        ### and then add the appropriate paths for the header and library files to configure command.
+        ### Link to documentation (https://cpython-devguide.readthedocs.io/setup/#build-dependencies)
+        if ($this.Version -lt "3.7.0") {
+            $env:LDFLAGS="-L$(brew --prefix openssl)/lib"
+            $env:CFLAGS="-I$(brew --prefix openssl)/include"
+        } else {
+            $configureString += " --with-openssl=/usr/local/opt/openssl"
+        }
+
+        Execute-Command -Command $configureString
+    }
+
+    [void] PrepareEnvironment() {
+        <#
+        .SYNOPSIS
+        Prepare system environment by installing dependencies and required packages.
+        #>
+
+        ### reinstall header files to Avoid issue with X11 headers on Mojave
+        $pkgName = "/Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg"
+        Execute-Command -Command "sudo installer -pkg $pkgName -target /"
+    }
+}
diff --git a/builders/nix-python-builder.psm1 b/builders/nix-python-builder.psm1
new file mode 100644
index 00000000..ceb0cb38
--- /dev/null
+++ b/builders/nix-python-builder.psm1
@@ -0,0 +1,162 @@
+using module "./builders/python-builder.psm1"
+
+class NixPythonBuilder : PythonBuilder {
+    <#
+    .SYNOPSIS
+    Base Python builder class for *Nix systems.
+
+    .DESCRIPTION
+    Contains methods that required to build Python artifact for *nix systems. Inherited from base PythonBuilder class.
+
+    .PARAMETER version
+    The version of Python that should be built.
+
+    .PARAMETER Platform
+    The type of platform for which Python should be built.
+
+    .PARAMETER PlatformVersion
+    The version of platform for which Python should be built.
+
+    .PARAMETER InstallationTemplateName
+    The name of template that will be used to create installation script for generated Python artifact.
+
+    .PARAMETER InstallationScriptName	
+    The name of installation script that will be generated for Python artifact.
+
+    .PARAMETER OutputArtifactName
+    The name of archive with Python binaries that will be generated as part of Python artifact. 
+
+    #>
+
+    [string] $InstallationTemplateName
+    [string] $InstallationScriptName
+    [string] $OutputArtifactName
+
+    NixPythonBuilder(
+        [version] $version,
+        [string] $architecture,
+        [string] $platform
+    ) : Base($version, $architecture, $platform) {
+        $this.InstallationTemplateName = "nix-setup-template.sh"	
+        $this.InstallationScriptName = "setup.sh"
+
+        $this.OutputArtifactName = "python-$Version-$Platform-$Architecture.tar.gz"
+    }
+
+    [uri] GetSourceUri() {
+        <#
+        .SYNOPSIS
+        Get base Python URI and return complete URI for Python sources.
+        #>
+
+        $base = $this.GetBaseUri()
+
+        return "${base}/$($this.Version)/Python-$($this.Version).tgz"
+    }
+
+    [string] GetPythonBinary() {
+        <#
+        .SYNOPSIS
+        Return name of Python binary.
+        #>
+
+        if ($this.Version.Major -eq 2) { $pythonBinary = "python" } else { $pythonBinary = "python3" }
+        return $pythonBinary
+    }
+
+    [string] Download() {
+        <#
+        .SYNOPSIS
+        Download Python sources and extract them at temporary work folder. Returns expanded archive location path.
+        #>
+
+        $sourceUri = $this.GetSourceUri()
+        Write-Host "Sources URI: $sourceUri"
+
+        $archiveFilepath = Download-File -Uri $sourceUri -OutputFolder $this.WorkFolderLocation
+        $expandedSourceLocation = Join-Path -Path $this.TempFolderLocation -ChildPath "SourceCode"
+        New-Item -Path $expandedSourceLocation -ItemType Directory
+
+        Extract-TarArchive -ArchivePath $archiveFilepath -OutputDirectory $expandedSourceLocation
+        Write-Debug "Done; Sources location: $expandedSourceLocation"
+
+        return $expandedSourceLocation
+    }
+
+    [void] CreateInstallationScript() {
+        <#
+        .SYNOPSIS
+        Create Python artifact installation script based on template specified in InstallationTemplateName property.
+        #>
+
+        $installationScriptLocation = New-Item -Path $this.WorkFolderLocation -Name $this.InstallationScriptName -ItemType File
+        $installationTemplateLocation = Join-Path -Path $this.InstallationTemplatesLocation -ChildPath $this.InstallationTemplateName
+
+        $installationTemplateContent = Get-Content -Path $installationTemplateLocation -Raw
+        $installationTemplateContent = $installationTemplateContent -f $this.Version.Major, $this.Version.Minor, $this.Version.Build
+        $installationTemplateContent | Out-File -FilePath $installationScriptLocation
+
+        Write-Debug "Done; Installation script location: $installationScriptLocation)"
+    }
+
+    [void] Make() {
+        <#
+        .SYNOPSIS
+        Executes "make" and "make install" commands for configured build sources. Make output will be writen in build_output.txt located in artifact location folder.
+        #>
+
+        Write-Debug "make Python $($this.Version)-$($this.Architecture) $($this.Platform)"
+        $buildOutputLocation = New-Item -Path $this.WorkFolderLocation -Name "build_output.txt" -ItemType File
+        
+        Execute-Command -Command "make 2>&1 | tee $buildOutputLocation" -ErrorAction Continue	
+        Execute-Command -Command "make install" -ErrorAction Continue
+
+        Write-Debug "Done; Make log location: $buildOutputLocation"
+    }
+
+    [void] CopyBuildResults() {
+        $buildFolder = $this.GetFullPythonToolcacheLocation()
+        Move-Item -Path "$buildFolder/*" -Destination $this.WorkFolderLocation
+    }
+
+    [void] ArchiveArtifact() {
+        $OutputPath = Join-Path $this.ArtifactFolderLocation $this.OutputArtifactName
+        Create-TarArchive -SourceFolder $this.WorkFolderLocation -ArchivePath $OutputPath
+    }
+
+    [void] Build() {
+        <#
+        .SYNOPSIS
+        Build Python artifact from sources. 
+        #>
+
+        Write-Host "Prepare Python Hostedtoolcache location..."
+        $this.PreparePythonToolcacheLocation()
+
+        Write-Host "Prepare system environment..."
+        $this.PrepareEnvironment()
+
+        Write-Host "Download Python $($this.Version)[$($this.Architecture)] sources..."
+        $sourcesLocation = $this.Download()
+
+        Push-Location -Path $sourcesLocation
+        Write-Host "Configure for $($this.Platform)..."
+        $this.Configure()
+
+        Write-Host "Make for $($this.Platform)..."
+        $this.Make()
+        Pop-Location
+
+        Write-Host "Generate structure dump"
+        New-ToolStructureDump -ToolPath $this.GetFullPythonToolcacheLocation() -OutputFolder $this.WorkFolderLocation
+
+        Write-Host "Copying build results to destination location"
+        $this.CopyBuildResults()
+
+        Write-Host "Create installation script..."
+        $this.CreateInstallationScript()
+
+        Write-Host "Archive artifact..."
+        $this.ArchiveArtifact()
+    }
+}
diff --git a/builders/python-builder.psm1 b/builders/python-builder.psm1
new file mode 100644
index 00000000..d19644ac
--- /dev/null
+++ b/builders/python-builder.psm1
@@ -0,0 +1,97 @@
+class PythonBuilder {
+    <#
+    .SYNOPSIS
+    Base Python builder class.
+
+    .DESCRIPTION
+    Base Python builder class that contains general builder methods.
+
+    .PARAMETER Version
+    The version of Python that should be built.
+
+    .PARAMETER Architecture
+    The architecture with which Python should be built.
+
+    .PARAMETER HostedToolcacheLocation
+    The location of hostedtoolcache artifacts. Using system AGENT_TOOLSDIRECTORY variable value.
+
+    .PARAMETER TempFolderLocation
+    The location of temporary files that will be used during Python generation. Using system TEMP directory.
+
+    .PARAMETER WorkFolderLocation
+    The location of generated Python artifact. Using system environment BUILD_STAGINGDIRECTORY variable value.
+
+    .PARAMETER ArtifactFolderLocation
+    The location of generated Python artifact. Using system environment BUILD_BINARIESDIRECTORY variable value.
+
+    .PARAMETER InstallationTemplatesLocation
+    The location of installation script template. Using "installers" folder from current repository.
+
+    #>
+
+    [version] $Version
+    [string] $Architecture
+    [string] $Platform
+    [string] $HostedToolcacheLocation
+    [string] $TempFolderLocation
+    [string] $WorkFolderLocation
+    [string] $ArtifactFolderLocation
+    [string] $InstallationTemplatesLocation
+
+    PythonBuilder ([version] $version, [string] $architecture, [string] $platform) {
+        $this.Version = $version
+        $this.Architecture = $architecture
+        $this.Platform = $platform
+
+        $this.HostedToolcacheLocation = $env:AGENT_TOOLSDIRECTORY
+        $this.TempFolderLocation = $env:BUILD_SOURCESDIRECTORY
+        $this.WorkFolderLocation = $env:BUILD_BINARIESDIRECTORY
+        $this.ArtifactFolderLocation = $env:BUILD_STAGINGDIRECTORY
+
+        $this.InstallationTemplatesLocation = Join-Path -Path $PSScriptRoot -ChildPath "../installers"
+    }
+
+    [uri] GetBaseUri() {
+        <#
+        .SYNOPSIS
+        Return base URI for Python build sources.
+        #>
+
+        return "https://www.python.org/ftp/python"
+    }
+
+    [string] GetPythonToolcacheLocation() {
+        <#
+        .SYNOPSIS
+        Return path to Python hostedtoolcache folder.
+        #>
+
+        return "$($this.HostedToolcacheLocation)/Python"
+    }
+
+    [string] GetFullPythonToolcacheLocation() {
+        <#
+        .SYNOPSIS
+        Return full path to hostedtoolcache Python folder.
+        #>
+
+        $pythonToolcacheLocation = $this.GetPythonToolcacheLocation()
+        return "$pythonToolcacheLocation/$($this.Version)/$($this.Architecture)"
+    }
+
+    [void] PreparePythonToolcacheLocation() {
+        <#
+        .SYNOPSIS
+        Prepare system hostedtoolcache folder for new Python version. 
+        #>
+        $pythonBinariesLocation = $this.GetFullPythonToolcacheLocation()
+
+        if (Test-Path $pythonBinariesLocation) {
+            Write-Host "Purge $pythonBinariesLocation folder..."
+            Remove-Item $pythonBinariesLocation -Recurse -Force
+        } else {
+            Write-Host "Create $pythonBinariesLocation folder..."
+            New-Item -ItemType Directory -Path $pythonBinariesLocation 
+        }
+    }
+}
diff --git a/builders/ubuntu-python-builder.psm1 b/builders/ubuntu-python-builder.psm1
new file mode 100644
index 00000000..5c080d72
--- /dev/null
+++ b/builders/ubuntu-python-builder.psm1
@@ -0,0 +1,85 @@
+using module "./builders/nix-python-builder.psm1"
+
+class UbuntuPythonBuilder : NixPythonBuilder {
+    <#
+    .SYNOPSIS
+    Ubuntu Python builder class.
+
+    .DESCRIPTION
+    Contains methods that required to build Ubuntu Python artifact from sources. Inherited from base NixPythonBuilder.
+
+    .PARAMETER platform
+    The full name of platform for which Python should be built.
+
+    .PARAMETER version
+    The version of Python that should be built.
+
+    #>
+
+    UbuntuPythonBuilder(
+        [version] $version,
+        [string] $architecture,
+        [string] $platform
+    ) : Base($version, $architecture, $platform) { }
+
+    [void] Configure() {
+        <#
+        .SYNOPSIS
+        Execute configure script with required parameters.
+        #>
+
+        $pythonBinariesLocation = $this.GetFullPythonToolcacheLocation()
+
+        ### To build Python with SO we must pass full path to lib folder to the linker
+        $env:LDFLAGS="-Wl,--rpath=${pythonBinariesLocation}/lib"
+        $configureString = "./configure --prefix=$pythonBinariesLocation --enable-shared --enable-optimizations"
+
+        if ($this.Version -lt "3.0.0") {
+            ### Compile with ucs4 for Python 2.x. On 3.x, ucs4 is enabled by default
+            $configureString += " --enable-unicode=ucs4"
+        }
+
+        Execute-Command -Command $configureString
+    }
+
+    [void] PrepareEnvironment() {
+        <#
+        .SYNOPSIS
+        Prepare system environment by installing dependencies and required packages.
+        #>
+
+        if (($this.Version -gt "3.0.0") -and ($this.Version -lt "3.5.3")) {
+            Write-Host "Python3 versions lower than 3.5.3 are not supported"
+            exit 1
+        }
+
+        ### Compile with tkinter support
+        if ($this.Version -gt "3.0.0") {
+            $tkinterInstallString = "sudo apt-get install -y --allow-downgrades python3-tk tk-dev"
+        } else {
+            $tkinterInstallString = "sudo apt install -y python-tk tk-dev"
+        }
+        Execute-Command -Command $tkinterInstallString
+
+        ### Install dependent packages
+        @(
+            "make",
+            "build-essential",
+            "libssl-dev",
+            "zlib1g-dev",
+            "libbz2-dev",
+            "libsqlite3-dev",
+            "libncursesw5-dev",
+            "libreadline-dev",
+            "libgdbm-dev"
+        ) | ForEach-Object {
+            Execute-Command -Command "sudo apt install -y $_"
+        }
+
+        if ($this.Platform -ne "ubuntu-1604") {
+            ### On Ubuntu-1804, libgdbm-compat-dev has older modules that are no longer in libgdbm-dev
+            Execute-Command -Command "sudo apt install -y libgdbm-compat-dev"
+        }
+        
+    }
+}
diff --git a/builders/win-python-builder.psm1 b/builders/win-python-builder.psm1
new file mode 100644
index 00000000..1350e88f
--- /dev/null
+++ b/builders/win-python-builder.psm1
@@ -0,0 +1,141 @@
+using module "./builders/python-builder.psm1"
+
+class WinPythonBuilder : PythonBuilder {
+    <#
+    .SYNOPSIS
+    Base Python builder class for Windows systems.
+
+    .DESCRIPTION
+    Contains methods required for build Windows Python artifact. Inherited from base PythonBuilder class.
+
+    .PARAMETER version
+    The version of Python that should be built.
+
+    .PARAMETER architecture
+    The architecture with which Python should be built.
+
+    .PARAMETER InstallationTemplateName
+    The name of installation script template that will be used in generated artifact.
+
+    .PARAMETER InstallationScriptName
+    The name of generated installation script.
+
+    #>
+
+    [string] $InstallationTemplateName
+    [string] $InstallationScriptName
+    [string] $OutputArtifactName
+
+    WinPythonBuilder(
+        [version] $version,
+        [string] $architecture,
+        [string] $platform
+    ) : Base($version, $architecture, $platform) {
+        $this.InstallationTemplateName = "win-setup-template.ps1"
+        $this.InstallationScriptName = "setup.ps1"
+        $this.OutputArtifactName = "python-$Version-$Platform-$Architecture.zip"
+    }
+
+    [string] GetPythonExtension() {
+        <#
+        .SYNOPSIS
+        Return extension for required version of Python executable. 
+        #>
+
+        $extension = if ($this.Version -lt "3.5" -and $this.Version -ge "2.5") { ".msi" } else { ".exe" }
+
+        return $extension
+    }
+
+    [string] GetArchitectureExtension() {
+        <#
+        .SYNOPSIS
+        Return architecture suffix for Python executable. 
+        #>
+
+        $ArchitectureExtension = ""
+        if ($this.Architecture -eq "x64") {
+            if ($this.Version -ge "3.5") {
+                $ArchitectureExtension = "-amd64"
+            } else {
+                $ArchitectureExtension = ".amd64"
+            }
+        }
+
+        return $ArchitectureExtension
+    }
+
+    [uri] GetSourceUri() {
+        <#
+        .SYNOPSIS
+        Get base Python URI and return complete URI for Python installation executable.
+        #>
+
+        $base = $this.GetBaseUri()
+        $architecture = $this.GetArchitectureExtension()
+        $extension = $this.GetPythonExtension()
+
+        $uri = "${base}/$($this.Version)/python-$($this.Version)${architecture}${extension}"
+
+        return $uri
+    }
+
+    [string] Download() {
+        <#
+        .SYNOPSIS
+        Download Python installation executable into artifact location.
+        #>
+
+        $sourceUri = $this.GetSourceUri()
+
+        Write-Host "Sources URI: $sourceUri"
+        $sourcesLocation = Download-File -Uri $sourceUri -OutputFolder $this.WorkFolderLocation
+        Write-Debug "Done; Sources location: $sourcesLocation"
+
+        return $sourcesLocation
+    }
+
+    [void] CreateInstallationScript() {
+        <#
+        .SYNOPSIS
+        Create Python artifact installation script based on specified template.
+        #>
+
+        $sourceUri = $this.GetSourceUri()
+        $pythonExecName = [IO.path]::GetFileName($sourceUri.AbsoluteUri)
+        $installationTemplateLocation = Join-Path -Path $this.InstallationTemplatesLocation -ChildPath $this.InstallationTemplateName
+        $installationTemplateContent = Get-Content -Path $installationTemplateLocation -Raw
+        $installationScriptLocation = New-Item -Path $this.WorkFolderLocation -Name $this.InstallationScriptName -ItemType File
+
+        $variablesToReplace = @{
+            "{{__ARCHITECTURE__}}" = $this.Architecture;
+            "{{__VERSION__}}" = $this.Version;
+            "{{__PYTHON_EXEC_NAME__}}" = $pythonExecName
+        }
+
+        $variablesToReplace.keys | ForEach-Object { $installationTemplateContent = $installationTemplateContent.Replace($_, $variablesToReplace[$_]) }
+        $installationTemplateContent | Out-File -FilePath $installationScriptLocation
+        Write-Debug "Done; Installation script location: $installationScriptLocation)"
+    }
+
+    [void] ArchiveArtifact() {
+        $OutputPath = Join-Path $this.ArtifactFolderLocation $this.OutputArtifactName
+        Create-SevenZipArchive -SourceFolder $this.WorkFolderLocation -ArchivePath $OutputPath
+    }
+
+    [void] Build() {
+        <#
+        .SYNOPSIS
+        Generates Python artifact from downloaded Python installation executable.
+        #>
+
+        Write-Host "Download Python $($this.Version) [$($this.Architecture)] executable..."
+        $this.Download()
+
+        Write-Host "Create installation script..."
+        $this.CreateInstallationScript()
+
+        Write-Host "Archive artifact"
+        $this.ArchiveArtifact()
+    }
+}
diff --git a/helpers/azure-devops/azure-devops-api.ps1 b/helpers/azure-devops/azure-devops-api.ps1
new file mode 100644
index 00000000..dd2feba7
--- /dev/null
+++ b/helpers/azure-devops/azure-devops-api.ps1
@@ -0,0 +1,89 @@
+class AzureDevOpsApi
+{
+    [string] $BaseUrl
+    [string] $RepoOwner
+    [object] $AuthHeader
+
+    AzureDevOpsApi(
+        [string] $TeamFoundationCollectionUri,
+        [string] $ProjectName,
+        [string] $AccessToken
+    ) {
+        $this.BaseUrl = $this.BuildBaseUrl($TeamFoundationCollectionUri, $ProjectName)
+        $this.AuthHeader = $this.BuildAuth($AccessToken)
+    }
+
+    [object] hidden BuildAuth([string]$AccessToken) {
+        if ([string]::IsNullOrEmpty($AccessToken)) {
+            return $null
+        }
+        return @{
+            Authorization = "Bearer $AccessToken"
+        }
+    }
+
+    [string] hidden BuildBaseUrl([string]$TeamFoundationCollectionUri, [string]$ProjectName) {
+        return "${TeamFoundationCollectionUri}/${ProjectName}/_apis"
+    }
+
+    [object] QueueBuild([string]$ToolVersion, [string]$SourceBranch, [string]$SourceVersion, [UInt32]$DefinitionId){
+        $url = "build/builds"
+        
+        # The content of parameters field should be a json string
+        $buildParameters = @{ VERSION = $ToolVersion } | ConvertTo-Json
+
+        $body = @{
+            definition = @{
+                id = $DefinitionId
+            }
+            sourceBranch = $SourceBranch
+            sourceVersion = $SourceVersion
+            parameters = $buildParameters
+        } | ConvertTo-Json
+
+        return $this.InvokeRestMethod($url, 'POST', $body)
+    }
+
+    [object] GetBuildInfo([UInt32]$BuildId){
+        $url = "build/builds/$BuildId"
+
+        return $this.InvokeRestMethod($url, 'GET', $null)
+    }
+
+    [string] hidden BuildUrl([string]$Url) {
+        return "$($this.BaseUrl)/${Url}/?api-version=5.1"
+    }
+
+    [object] hidden InvokeRestMethod(
+        [string] $Url,
+        [string] $Method,
+        [string] $Body
+    ) {
+        $requestUrl = $this.BuildUrl($Url)
+        $params = @{
+            Method = $Method
+            ContentType = "application/json"
+            Uri = $requestUrl
+            Headers = @{}
+        }
+        if ($this.AuthHeader) {
+            $params.Headers += $this.AuthHeader
+        }
+        if (![string]::IsNullOrEmpty($body)) {
+            $params.Body = $Body
+        }
+
+        return Invoke-RestMethod @params
+    }
+
+}
+
+function Get-AzureDevOpsApi {
+    param (
+        [string] $TeamFoundationCollectionUri,
+        [string] $ProjectName,
+        [string] $AccessToken
+    )
+
+    return [AzureDevOpsApi]::New($TeamFoundationCollectionUri, $ProjectName, $AccessToken)
+}
\ No newline at end of file
diff --git a/helpers/azure-devops/build-info.ps1 b/helpers/azure-devops/build-info.ps1
new file mode 100644
index 00000000..9622d8ce
--- /dev/null
+++ b/helpers/azure-devops/build-info.ps1
@@ -0,0 +1,44 @@
+Import-Module (Join-Path $PSScriptRoot "azure-devops-api.ps1")
+
+class BuildInfo
+{
+    [AzureDevOpsApi] $AzureDevOpsApi
+    [String] $Name
+    [UInt32] $Id
+    [String] $Status
+    [String] $Result
+    [String] $Link
+
+    BuildInfo([AzureDevOpsApi] $AzureDevOpsApi, [object] $Build)
+    {
+        $this.AzureDevOpsApi = $AzureDevOpsApi
+        $this.Id = $Build.id
+        $this.Name = $Build.buildNumber
+        $this.Link = $Build._links.web.href
+        $this.Status = $Build.status
+        $this.Result = $Build.result
+    }
+
+    [boolean] IsFinished() {
+        return ($this.Status -eq "completed") -or ($this.Status -eq "cancelling")
+    }
+
+    [boolean] IsSuccess() {
+        return $this.Result -eq "succeeded"
+    }
+
+    [void] UpdateBuildInfo() {
+        $buildInfo = $this.AzureDevOpsApi.GetBuildInfo($this.Id)
+        $this.Status = $buildInfo.status
+        $this.Result = $buildInfo.result
+    }
+}
+
+function Get-BuildInfo {
+    param (
+        [AzureDevOpsApi] $AzureDevOpsApi,
+        [object] $Build
+    )
+
+    return [BuildInfo]::New($AzureDevOpsApi, $Build)
+}
\ No newline at end of file
diff --git a/helpers/azure-devops/run-ci-builds.ps1 b/helpers/azure-devops/run-ci-builds.ps1
new file mode 100644
index 00000000..bf112955
--- /dev/null
+++ b/helpers/azure-devops/run-ci-builds.ps1
@@ -0,0 +1,94 @@
+param (
+    [Parameter(Mandatory)] [string] $TeamFoundationCollectionUri,
+    [Parameter(Mandatory)] [string] $AzureDevOpsProjectName,
+    [Parameter(Mandatory)] [string] $AzureDevOpsAccessToken,
+    [Parameter(Mandatory)] [string] $SourceBranch,
+    [Parameter(Mandatory)] [string] $ToolVersions,
+    [Parameter(Mandatory)] [UInt32] $DefinitionId,
+    [string] $SourceVersion
+)
+
+Import-Module (Join-Path $PSScriptRoot "azure-devops-api.ps1")
+Import-Module (Join-Path $PSScriptRoot "build-info.ps1")
+
+function Queue-Builds {
+    param (
+        [Parameter(Mandatory)] [AzureDevOpsApi] $AzureDevOpsApi,
+        [Parameter(Mandatory)] [string] $ToolVersions,
+        [Parameter(Mandatory)] [string] $SourceBranch,
+        [Parameter(Mandatory)] [string] $SourceVersion,
+        [Parameter(Mandatory)] [string] $DefinitionId
+    )
+
+    [BuildInfo[]]$queuedBuilds = @()
+
+    $ToolVersions.Split(',') | ForEach-Object { 
+        $version = $_.Trim()
+        Write-Host "Queue build for $version..."
+        $queuedBuild = $AzureDevOpsApi.QueueBuild($version, $SourceBranch, $SourceVersion, $DefinitionId)
+        $buildInfo = Get-BuildInfo -AzureDevOpsApi $AzureDevOpsApi -Build $queuedBuild
+        Write-Host "Queued build: $($buildInfo.Link)"
+        $queuedBuilds += $buildInfo
+    }
+
+    return $queuedBuilds
+}
+
+function Wait-Builds {
+    param (
+        [Parameter(Mandatory)] [BuildInfo[]] $Builds
+    )
+
+    $timeoutBetweenRefreshSec = 30
+    
+    do {
+        # If build is still running - refresh its status
+        foreach($build in $builds) {
+            if (!$build.IsFinished()) {
+                $build.UpdateBuildInfo()
+                
+                if ($build.IsFinished()) {
+                   Write-Host "The $($build.Name) build was completed: $($build.Link)"
+                }
+            }
+        }
+    
+        $runningBuildsCount = ($builds | Where-Object { !$_.IsFinished() }).Length
+
+        Start-Sleep -Seconds $timeoutBetweenRefreshSec
+    } while($runningBuildsCount -gt 0)
+}
+
+function Make-BuildsOutput {
+    param (
+        [Parameter(Mandatory)] [BuildInfo[]] $Builds
+    )
+
+    Write-Host "Builds info:"
+    $builds | Format-Table -AutoSize -Property Name,Id,Status,Result,Link | Out-String -Width 10000
+
+    # Return exit code based on status of builds
+    $failedBuilds = ($builds | Where-Object { !$_.IsSuccess() })
+    if ($failedBuilds.Length -ne 0) {
+        Write-Host "##vso[task.logissue type=error;]Builds failed"
+        $failedBuilds | ForEach-Object -Process { Write-Host "##vso[task.logissue type=error;]Name: $($_.Name); Link: $($_.Link)" }
+        Write-Host "##vso[task.complete result=Failed]"
+    } else {
+        Write-host "##[section] All builds have been passed successfully"
+    }
+}
+
+$azureDevOpsApi = Get-AzureDevOpsApi -TeamFoundationCollectionUri $TeamFoundationCollectionUri `
+                                     -ProjectName $AzureDevOpsProjectName `
+                                     -AccessToken $AzureDevOpsAccessToken
+
+$queuedBuilds = Queue-Builds -AzureDevOpsApi $azureDevOpsApi `
+                             -ToolVersions $ToolVersions `
+                             -SourceBranch $SourceBranch `
+                             -SourceVersion $SourceVersion `
+                             -DefinitionId $DefinitionId
+
+Write-Host "Waiting results of builds ..."
+Wait-Builds -Builds $queuedBuilds
+
+Make-BuildsOutput -Builds $queuedBuilds
diff --git a/helpers/common-helpers.psm1 b/helpers/common-helpers.psm1
new file mode 100644
index 00000000..8de58a7b
--- /dev/null
+++ b/helpers/common-helpers.psm1
@@ -0,0 +1,80 @@
+<#
+.SYNOPSIS
+The execute command and print all output to the logs
+#>
+function Execute-Command {
+    [CmdletBinding()]
+    param(
+        [Parameter(Mandatory=$true)][string] $Command
+    )
+
+    Write-Debug "Execute $Command"
+
+    try {
+        Invoke-Expression $Command | ForEach-Object { Write-Host $_ }
+    }
+    catch {
+        Write-Host "Error happened during command execution: $Command"
+        Write-Host "##vso[task.logissue type=error;] $_"
+    }
+}
+
+<#
+.SYNOPSIS
+Download file from url and return local path to file
+#>
+function Download-File {
+    param(
+        [Parameter(Mandatory=$true)]
+        [Uri]$Uri,
+        [Parameter(Mandatory=$true)]
+        [String]$OutputFolder
+    )
+
+    $targetFilename = [IO.Path]::GetFileName($Uri)
+    $targetFilepath = Join-Path $OutputFolder $targetFilename
+
+    Write-Debug "Download source from $Uri to $OutFile"
+    try {
+        (New-Object System.Net.WebClient).DownloadFile($Uri, $targetFilepath)
+        return $targetFilepath
+    } catch {
+        Write-Host "Error during downloading file from '$Uri'"
+        "$_"
+        exit 1
+    }    
+}
+
+<#
+.SYNOPSIS
+Generate file that contains the list of all files in particular directory
+#>
+function New-ToolStructureDump {
+    param(
+        [Parameter(Mandatory=$true)]
+        [String]$ToolPath,
+        [Parameter(Mandatory=$true)]
+        [String]$OutputFolder
+    )
+
+    $outputFile = Join-Path $OutputFolder "tools_structure.txt"
+
+    $folderContent = Get-ChildItem -Path $ToolPath -Recurse | Sort-Object | Select-Object -Property FullName, Length
+    $folderContent | ForEach-Object {
+        $relativePath = $_.FullName.Replace($ToolPath, "");
+        return "${relativePath}"
+    } | Out-File -FilePath $outputFile
+}
+
+<#
+.SYNOPSIS
+Check if it is macOS / Ubuntu platform
+#>
+function IsNixPlatform {
+    param(
+        [Parameter(Mandatory=$true)] [ValidateNotNullOrEmpty()]
+        [String]$Platform
+    )
+
+    return ($Platform -match "macos") -or ($Platform -match "ubuntu")
+}
\ No newline at end of file
diff --git a/helpers/generate-versions-manifest.ps1 b/helpers/generate-versions-manifest.ps1
new file mode 100644
index 00000000..176360a3
--- /dev/null
+++ b/helpers/generate-versions-manifest.ps1
@@ -0,0 +1,158 @@
+<#
+.SYNOPSIS
+Generate versions manifest based on repository releases
+
+.DESCRIPTION
+Versions manifest is needed to find the latest assets for particular version of tool
+.PARAMETER GitHubRepositoryOwner
+Required parameter. The organization which tool repository belongs
+.PARAMETER GitHubRepositoryName
+Optional parameter. The name of tool repository
+.PARAMETER GitHubAccessToken
+Required parameter. PAT Token to overcome GitHub API Rate limit
+.PARAMETER OutputFile
+Required parameter. File "*.json" where generated results will be saved
+.PARAMETER PlatformMapFile
+Optional parameter. Path to the json file with platform map
+Structure example:
+{
+    "macos-1014": [
+        {
+            "platform": "darwin",
+            "platform_version": "10.14"
+        }, ...
+    ], ...
+}
+#>
+
+param (
+    [Parameter(Mandatory)] [string] $GitHubRepositoryOwner,
+    [Parameter(Mandatory)] [string] $GitHubRepositoryName,
+    [Parameter(Mandatory)] [string] $GitHubAccessToken,
+    [Parameter(Mandatory)] [string] $OutputFile,
+    [string] $PlatformMapFile
+)
+
+Import-Module (Join-Path $PSScriptRoot "github/github-api.psm1")
+
+if ($PlatformMapFile -and (Test-Path $PlatformMapFile)) {
+    $PlatformMap = Get-Content $PlatformMapFile -Raw | ConvertFrom-Json -AsHashtable
+} else {
+    $PlatformMap = @{}
+}
+
+function Get-FileNameWithoutExtension {
+    param (
+        [Parameter(Mandatory)][string]$Filename
+    )
+
+    if ($Filename.EndsWith(".tar.gz")) {
+        $Filename = [IO.path]::GetFileNameWithoutExtension($Filename)
+    }
+
+    return [IO.path]::GetFileNameWithoutExtension($Filename)
+}
+
+function New-AssetItem {
+    param (
+        [Parameter(Mandatory)][string]$Filename,
+        [Parameter(Mandatory)][string]$DownloadUrl,
+        [Parameter(Mandatory)][string]$Arch,
+        [Parameter(Mandatory)][string]$Platform,
+        [string]$PlatformVersion
+    )
+    $asset = New-Object PSObject
+
+    $asset | Add-Member -Name "filename" -Value $Filename -MemberType NoteProperty
+    $asset | Add-Member -Name "arch" -Value $Arch -MemberType NoteProperty
+    $asset | Add-Member -Name "platform" -Value $Platform -MemberType NoteProperty
+    if ($PlatformVersion) { $asset | Add-Member -Name "platform_version" -Value $PlatformVersion -MemberType NoteProperty }
+    $asset | Add-Member -Name "download_url" -Value $DownloadUrl -MemberType NoteProperty
+
+    return $asset
+}
+
+function Build-AssetsList {
+    param (
+        [AllowEmptyCollection()]
+        [Parameter(Mandatory)][array]$ReleaseAssets
+    )
+
+    
+    $assets = @()
+    foreach($releaseAsset in $ReleaseAssets) {
+        $filename = Get-FileNameWithoutExtension -Filename $releaseAsset.name
+        $parts = $filename.Split("-")
+        $arch = $parts[-1]
+        $buildPlatform = [string]::Join("-", $parts[2..($parts.Length-2)])
+
+        if ($PlatformMap[$buildPlatform]) {
+            $PlatformMap[$buildPlatform] | ForEach-Object {
+                $assets += New-AssetItem -Filename $releaseAsset.name `
+                                         -DownloadUrl $releaseAsset.browser_download_url `
+                                         -Arch $arch `
+                                         -Platform $_.platform `
+                                         -PlatformVersion $_.platform_version
+            }
+
+        } else {
+            $assets += New-AssetItem -Filename $releaseAsset.name `
+                                     -DownloadUrl $releaseAsset.browser_download_url `
+                                     -Arch $arch `
+                                     -Platform $buildPlatform
+        }
+    }
+
+    return $assets
+}
+
+function Get-VersionFromRelease {
+    param (
+        [Parameter(Mandatory)][object]$Release
+    )
+    # Release name can contain additional information after ':' so filter it
+    [string]$releaseName = $Release.name.Split(':')[0]
+    [Version]$version = $null
+    if (![Version]::TryParse($releaseName, [ref]$version)) {
+        throw "Release '$($Release.id)' has invalid title '$($Release.name)'. It can't be parsed as version. ( $($Release.html_url) )"
+    }
+
+    return $version
+}
+
+function Build-VersionsManifest {
+    param (
+        [Parameter(Mandatory)][array]$Releases
+    )
+
+    $Releases = $Releases | Sort-Object -Property "published_at" -Descending
+
+    $versionsHash = @{}
+    foreach ($release in $Releases) {
+        if (($release.draft -eq $true) -or ($release.prerelease -eq $true)) {
+            continue
+        }
+
+        [Version]$version = Get-VersionFromRelease $release
+        $versionKey = $version.ToString()
+
+        if ($versionsHash.ContainsKey($versionKey)) {
+            continue
+        }
+
+        $versionsHash.Add($versionKey, [PSCustomObject]@{
+            version = $versionKey
+            stable = $true
+            release_url = $release.html_url
+            files = Build-AssetsList $release.assets
+        })
+    }
+
+    # Sort versions by descending
+    return $versionsHash.Values | Sort-Object -Property @{ Expression = { [Version]$_.version }; Descending = $true }
+}
+
+$gitHubApi = Get-GitHubApi -AccountName $GitHubRepositoryOwner -ProjectName $GitHubRepositoryName -AccessToken $GitHubAccessToken
+$releases = $gitHubApi.GetGitHubReleases()
+$versionIndex = Build-VersionsManifest $releases
+$versionIndex | ConvertTo-Json -Depth 5 | Out-File $OutputFile -Encoding UTF8NoBOM -Force
diff --git a/helpers/github/create-pull-request.ps1 b/helpers/github/create-pull-request.ps1
new file mode 100644
index 00000000..9c010427
--- /dev/null
+++ b/helpers/github/create-pull-request.ps1
@@ -0,0 +1,106 @@
+<#
+.SYNOPSIS
+Create commit with all unstaged changes in repository and create pull-request
+
+.PARAMETER RepositoryOwner
+Required parameter. The organization which tool repository belongs
+.PARAMETER RepositoryName
+Optional parameter. The name of tool repository
+.PARAMETER AccessToken
+Required parameter. PAT Token to authorize
+.PARAMETER BranchName
+Required parameter. The name of branch where changes will be pushed
+.PARAMETER CommitMessage
+Required parameter. The commit message to push changes
+.PARAMETER PullRequestTitle
+Required parameter. The title of pull-request
+.PARAMETER PullRequestBody
+Required parameter. The description of pull-request
+#>
+param (
+    [Parameter(Mandatory)] [string] $RepositoryOwner,
+    [Parameter(Mandatory)] [string] $RepositoryName,
+    [Parameter(Mandatory)] [string] $AccessToken,
+    [Parameter(Mandatory)] [string] $BranchName,
+    [Parameter(Mandatory)] [string] $CommitMessage,
+    [Parameter(Mandatory)] [string] $PullRequestTitle,
+    [Parameter(Mandatory)] [string] $PullRequestBody
+)
+
+Import-Module (Join-Path $PSScriptRoot "github-api.psm1")
+Import-Module (Join-Path $PSScriptRoot "git.psm1")
+
+function Update-PullRequest {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [object] $GitHubApi,
+        [Parameter(Mandatory=$true)]
+        [string] $Title,
+        [Parameter(Mandatory=$true)]
+        [string] $Body,
+        [Parameter(Mandatory=$true)]
+        [string] $BranchName,
+        [Parameter(Mandatory=$true)]
+        [object] $PullRequest
+    )
+
+    $updatedPullRequest = $GitHubApi.UpdatePullRequest($Title, $Body, $BranchName, $PullRequest.number)
+
+    if (($updatedPullRequest -eq $null) -or ($updatedPullRequest.html_url -eq $null)) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected error occurs while updating pull request."
+        exit 1
+    }
+    Write-host "##[section] Pull request updated: $($updatedPullRequest.html_url)"
+}
+
+function Create-PullRequest {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [object] $GitHubApi,
+        [Parameter(Mandatory=$true)]
+        [string] $Title,
+        [Parameter(Mandatory=$true)]
+        [string] $Body,
+        [Parameter(Mandatory=$true)]
+        [string] $BranchName
+    )
+
+    $createdPullRequest = $GitHubApi.CreateNewPullRequest($Title, $Body, $BranchName)
+
+    if (($createdPullRequest -eq $null) -or ($createdPullRequest.html_url -eq $null)) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected error occurs while creating pull request."
+        exit 1
+    }
+
+    Write-host "##[section] Pull request created: $($createdPullRequest.html_url)"
+}
+
+Write-Host "Configure local git preferences"
+Git-ConfigureUser -Name "Service account" -Email "no-reply@microsoft.com"
+
+Write-Host "Create branch: $BranchName"
+Git-CreateBranch -Name $BranchName
+    
+Write-Host "Create commit"
+Git-CommitAllChanges -Message $CommitMessage
+
+Write-Host "Push branch: $BranchName"
+Git-PushBranch -Name $BranchName -Force $true
+
+$gitHubApi = Get-GitHubApi -AccountName $RepositoryOwner -ProjectName $RepositoryName -AccessToken $AccessToken
+$pullRequest = $gitHubApi.GetPullRequest($BranchName, $RepositoryOwner)
+
+if ($pullRequest.Count -gt 0) {
+    Write-Host "Update pull request"
+    Update-PullRequest -GitHubApi $gitHubApi `
+                       -Title $PullRequestTitle `
+                       -Body $PullRequestBody `
+                       -BranchName $BranchName `
+                       -PullRequest $pullRequest[0]
+} else {
+    Write-Host "Create pull request"
+    Create-PullRequest -GitHubApi $gitHubApi `
+                       -Title $PullRequestTitle `
+                       -Body $PullRequestBody `
+                       -BranchName $BranchName
+}
diff --git a/helpers/github/git.psm1 b/helpers/github/git.psm1
new file mode 100644
index 00000000..2383a799
--- /dev/null
+++ b/helpers/github/git.psm1
@@ -0,0 +1,81 @@
+<#
+.SYNOPSIS
+Configure git credentials to use with commits
+#>
+function Git-ConfigureUser {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [string] $Name,
+        [Parameter(Mandatory=$true)]
+        [string] $Email
+    )
+
+    git config --global user.name $Name | Out-Host
+    git config --global user.email $Email | Out-Host
+
+    if ($LASTEXITCODE -ne 0) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected failure occurs while configuring git preferences."
+        exit 1
+    }
+}
+
+<#
+.SYNOPSIS
+Create new branch
+#>
+function Git-CreateBranch {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [string] $Name
+    )
+
+    git checkout -b $Name | Out-Host
+
+    if ($LASTEXITCODE -ne 0) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected failure occurs while creating new branch: $Name."
+        exit 1
+    }
+}
+
+<#
+.SYNOPSIS
+Commit all staged and unstaged changes
+#>
+function Git-CommitAllChanges {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [string] $Message
+    )
+
+    git add -A | Out-Host
+    git commit -m "$Message" | Out-Host
+
+    if ($LASTEXITCODE -ne 0) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected failure occurs while commiting changes."
+        exit 1
+    }
+}
+
+<#
+.SYNOPSIS
+Push branch to remote repository
+#>
+function Git-PushBranch {
+    Param (
+        [Parameter(Mandatory=$true)]
+        [string] $Name,
+        [Parameter(Mandatory=$true)]
+        [boolean] $Force
+    )
+
+    if ($Force) {
+        git push --set-upstream origin $Name --force | Out-Host
+    } else {
+        git push --set-upstream origin $Name | Out-Host
+    }
+    
+    if ($LASTEXITCODE -ne 0) {
+        Write-Host "##vso[task.logissue type=error;] Unexpected failure occurs while pushing changes."
+        exit 1
+    }
+}
\ No newline at end of file
diff --git a/helpers/github/github-api.psm1 b/helpers/github/github-api.psm1
new file mode 100644
index 00000000..fef64a5f
--- /dev/null
+++ b/helpers/github/github-api.psm1
@@ -0,0 +1,109 @@
+<#
+.SYNOPSIS
+The module that contains a bunch of methods to interact with GitHub API V3
+#>
+class GitHubApi
+{
+    [string] $BaseUrl
+    [string] $RepoOwner
+    [object] $AuthHeader
+
+    GitHubApi(
+        [string] $AccountName,
+        [string] $ProjectName,
+        [string] $AccessToken
+    ) {
+        $this.BaseUrl = $this.BuildBaseUrl($AccountName, $ProjectName)
+        $this.AuthHeader = $this.BuildAuth($AccessToken)
+    }
+
+    [object] hidden BuildAuth([string]$AccessToken) {
+        if ([string]::IsNullOrEmpty($AccessToken)) {
+            return $null
+        }
+        $base64AuthInfo = [Convert]::ToBase64String([Text.Encoding]::ASCII.GetBytes("'':${AccessToken}"))
+        return @{
+            Authorization = "Basic ${base64AuthInfo}"
+        }
+    }
+
+    [string] hidden BuildBaseUrl([string]$RepositoryOwner, [string]$RepositoryName) {
+        return "https://api.github.com/repos/$RepositoryOwner/$RepositoryName"
+    }
+
+    [object] CreateNewPullRequest([string]$Title, [string]$Body, [string]$BranchName){
+        $requestBody = @{
+            title = $Title
+            body = $Body
+            head = $BranchName
+            base = "master"
+        } | ConvertTo-Json
+
+        $url = "pulls"
+        return $this.InvokeRestMethod($url, 'Post', $null, $requestBody)
+    }
+
+    [object] GetPullRequest([string]$BranchName, [string]$RepositoryOwner){
+        $url = "pulls"
+        return $this.InvokeRestMethod($url, 'GET', "head=${RepositoryOwner}:$BranchName&base=master", $null)
+    }
+
+    [object] UpdatePullRequest([string]$Title, [string]$Body, [string]$BranchName, [string]$PullRequestNumber){
+        $requestBody = @{
+            title = $Title
+            body = $Body
+            head = $BranchName
+            base = "master"
+        } | ConvertTo-Json
+
+        $url = "pulls/$PullRequestNumber"
+        return $this.InvokeRestMethod($url, 'Post', $null, $requestBody)
+    }
+
+    [object] GetGitHubReleases(){
+        $url = "releases"
+        return $this.InvokeRestMethod($url, 'GET', $null, $null)
+    }
+
+    [string] hidden BuildUrl([string]$Url, [string]$RequestParams) {
+        if ([string]::IsNullOrEmpty($RequestParams)) {
+            return "$($this.BaseUrl)/$($Url)"
+        } else {
+            return "$($this.BaseUrl)/$($Url)?$($RequestParams)"
+        }
+    }
+
+    [object] hidden InvokeRestMethod(
+        [string] $Url,
+        [string] $Method,
+        [string] $RequestParams,
+        [string] $Body
+    ) {
+        $requestUrl = $this.BuildUrl($Url, $RequestParams)
+        $params = @{
+            Method = $Method
+            ContentType = "application/json"
+            Uri = $requestUrl
+            Headers = @{}
+        }
+        if ($this.AuthHeader) {
+            $params.Headers += $this.AuthHeader
+        }
+        if (![string]::IsNullOrEmpty($Body)) {
+            $params.Body = $Body
+        }
+
+        return Invoke-RestMethod @params
+    }
+
+}
+
+function Get-GitHubApi {
+    param (
+        [string] $AccountName,
+        [string] $ProjectName,
+        [string] $AccessToken
+    )
+
+    return [GitHubApi]::New($AccountName, $ProjectName, $AccessToken)
+}
\ No newline at end of file
diff --git a/helpers/nix-helpers.psm1 b/helpers/nix-helpers.psm1
new file mode 100644
index 00000000..9cbd49ee
--- /dev/null
+++ b/helpers/nix-helpers.psm1
@@ -0,0 +1,50 @@
+<#
+.SYNOPSIS
+Pack folder to *.zip format
+#>
+function Pack-Zip {
+    param(
+        [Parameter(Mandatory=$true)]
+        [String]$PathToArchive,
+        [Parameter(Mandatory=$true)]
+        [String]$ToolZipFile
+    )
+
+    Write-Debug "Pack $PathToArchive to $ToolZipFile"
+    Push-Location -Path $PathToArchive
+    zip -q -r $ToolZipFile * | Out-Null
+    Pop-Location
+}
+
+<#
+.SYNOPSIS
+Unpack *.tar file
+#>
+function Extract-TarArchive {
+    param(
+        [Parameter(Mandatory=$true)]
+        [String]$ArchivePath,
+        [Parameter(Mandatory=$true)]
+        [String]$OutputDirectory
+    )
+
+    Write-Debug "tar -C $OutputDirectory -xzf $ArchivePath --strip 1"
+    tar -C $OutputDirectory -xzf $ArchivePath --strip 1
+}
+
+function Create-TarArchive {
+    param(
+        [Parameter(Mandatory=$true)]
+        [String]$SourceFolder,
+        [Parameter(Mandatory=$true)]
+        [String]$ArchivePath,
+        [string]$CompressionType = "gz"
+    )
+
+    $CompressionTypeArgument = If ([string]::IsNullOrWhiteSpace($CompressionType)) { "" } else { "--${CompressionType}" }
+
+    Push-Location $SourceFolder
+    Write-Debug "tar -c $CompressionTypeArgument -f $ArchivePath ."
+    tar -c $CompressionTypeArgument -f $ArchivePath .
+    Pop-Location
+}
\ No newline at end of file
diff --git a/helpers/pester-extensions.psm1 b/helpers/pester-extensions.psm1
new file mode 100644
index 00000000..46d2a750
--- /dev/null
+++ b/helpers/pester-extensions.psm1
@@ -0,0 +1,33 @@
+<#
+.SYNOPSIS
+Pester extension that allows to run command and validate exit code
+.EXAMPLE
+"python file.py" | Should -ReturnZeroExitCode
+#>
+function ShouldReturnZeroExitCode {
+    Param(
+        [Parameter (Mandatory = $true)] [ValidateNotNullOrEmpty()]
+        [String]$ActualValue,
+        [switch]$Negate
+    )
+
+    Write-Host "Run command '${ActualValue}'"
+    Invoke-Expression -Command $ActualValue | ForEach-Object { Write-Host $_ }
+    $actualExitCode = $LASTEXITCODE
+
+    [bool]$succeeded = $actualExitCode -eq 0
+    if ($Negate) { $succeeded = -not $succeeded }
+
+    if (-not $succeeded)
+    {
+        $failureMessage = "Command '${ActualValue}' has finished with exit code ${actualExitCode}"
+    }
+
+    return New-Object PSObject -Property @{
+        Succeeded      = $succeeded
+        FailureMessage = $failureMessage
+    }
+}
+
+Add-AssertionOperator -Name ReturnZeroExitCode `
+                    -Test  $function:ShouldReturnZeroExitCode
diff --git a/helpers/win-helpers.psm1 b/helpers/win-helpers.psm1
new file mode 100644
index 00000000..b80145b0
--- /dev/null
+++ b/helpers/win-helpers.psm1
@@ -0,0 +1,18 @@
+function Create-SevenZipArchive {
+    param(
+        [Parameter(Mandatory=$true)]
+        [String]$SourceFolder,
+        [Parameter(Mandatory=$true)]
+        [String]$ArchivePath,
+        [String]$ArchiveType = "zip",
+        [String]$CompressionLevel = 5
+    )
+
+    $ArchiveTypeArgument = "-t${ArchiveType}"
+    $CompressionLevelArgument = "-mx=${CompressionLevel}"
+    
+    Push-Location $SourceFolder
+    Write-Debug "7z a $ArchiveTypeArgument $CompressionLevelArgument $ArchivePath @$SourceFolder"
+    7z a $ArchiveTypeArgument $CompressionLevelArgument $ArchivePath $SourceFolder\*
+    Pop-Location
+}
\ No newline at end of file
diff --git a/installers/map_python_platforms.json b/installers/map_python_platforms.json
new file mode 100644
index 00000000..eb7ddd5a
--- /dev/null
+++ b/installers/map_python_platforms.json
@@ -0,0 +1,29 @@
+{
+    "macos-1014": [
+        {
+            "platform": "darwin",
+            "platform_version": "10.14"
+        },
+        {
+            "platform": "darwin",
+            "platform_version": "10.15"
+        }
+    ],
+    "ubuntu-1604": [
+        {
+            "platform": "linux",
+            "platform_version": "16.04"
+        }
+    ],
+    "ubuntu-1804": [
+        {
+            "platform": "linux",
+            "platform_version": "18.04"
+        }
+    ],
+    "windows-2016": [
+        {
+            "platform": "win32"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/installers/nix-setup-template.sh b/installers/nix-setup-template.sh
new file mode 100644
index 00000000..dd27788d
--- /dev/null
+++ b/installers/nix-setup-template.sh
@@ -0,0 +1,50 @@
+set -e
+
+MAJOR_VERSION={0}
+MINOR_VERSION={1}
+BUILD_VERSION={2}
+
+PYTHON_MAJOR=python$MAJOR_VERSION
+PYTHON_MAJOR_DOT_MINOR=python$MAJOR_VERSION.$MINOR_VERSION
+PYTHON_MAJORMINOR=python$MAJOR_VERSION$MINOR_VERSION
+PYTHON_FULL_VERSION=$MAJOR_VERSION.$MINOR_VERSION.$BUILD_VERSION
+
+PYTHON_TOOLCACHE_PATH=$AGENT_TOOLSDIRECTORY/Python
+PYTHON_TOOLCACHE_VERSION_PATH=$PYTHON_TOOLCACHE_PATH/$PYTHON_FULL_VERSION
+PYTHON_TOOLCACHE_VERSION_ARCH_PATH=$PYTHON_TOOLCACHE_VERSION_PATH/x64
+
+echo "Check if Python hostedtoolcache folder exist..."
+if [ ! -d $PYTHON_TOOLCACHE_PATH ]; then
+    echo "Creating Python hostedtoolcache folder..."
+    mkdir -p $PYTHON_TOOLCACHE_PATH
+elif [ -d $PYTHON_TOOLCACHE_VERSION_PATH ]; then
+    echo "Deleting Python $PYTHON_FULL_VERSION"
+    rm -rf $PYTHON_TOOLCACHE_VERSION_PATH
+fi
+
+echo "Create Python $PYTHON_FULL_VERSION folder"
+mkdir -p $PYTHON_TOOLCACHE_VERSION_ARCH_PATH
+
+echo "Copy Python binaries to hostedtoolcache folder"
+cp -R ./* $PYTHON_TOOLCACHE_VERSION_ARCH_PATH
+rm $PYTHON_TOOLCACHE_VERSION_ARCH_PATH/setup.sh
+
+cd $PYTHON_TOOLCACHE_VERSION_ARCH_PATH
+
+echo "Create additional symlinks (Required for UsePythonVersion VSTS task)"
+ln -s ./bin/$PYTHON_MAJOR_DOT_MINOR python
+
+cd bin/
+ln -s $PYTHON_MAJOR_DOT_MINOR $PYTHON_MAJORMINOR
+if [ ! -f python ]; then
+    ln -s $PYTHON_MAJOR_DOT_MINOR python
+fi
+
+chmod +x ../python $PYTHON_MAJOR $PYTHON_MAJOR_DOT_MINOR $PYTHON_MAJORMINOR python
+
+echo "Upgrading PIP..."
+./python -m ensurepip
+./python -m pip install --ignore-installed pip
+
+echo "Create complete file"
+touch $PYTHON_TOOLCACHE_VERSION_PATH/x64.complete
\ No newline at end of file
diff --git a/installers/win-setup-template.ps1 b/installers/win-setup-template.ps1
new file mode 100644
index 00000000..2868123a
--- /dev/null
+++ b/installers/win-setup-template.ps1
@@ -0,0 +1,138 @@
+[String] $Architecture = "{{__ARCHITECTURE__}}"
+[Version] $Version = "{{__VERSION__}}"
+[String] $PythonExecName = "{{__PYTHON_EXEC_NAME__}}"
+
+function Get-RegistryVersionFilter {
+    param
+    (
+        [Parameter(Mandatory)][String] $Architecture,
+        [Parameter(Mandatory)][Int32] $MajorVersion,
+        [Parameter(Mandatory)][Int32] $MinorVersion
+    )
+
+    $archFilter = if ($Architecture -eq 'x86') { "32-bit" } else { "64-bit" }
+    ### Python 2.7 x86 have no architecture postfix
+    if (($Architecture -eq "x86") -and ($MajorVersion -eq 2))
+    {
+        "Python $MajorVersion.$MinorVersion.\d+$"
+    }
+    else
+    {
+        "Python $MajorVersion.$MinorVersion.*($archFilter)"
+    }
+}
+
+function Remove-RegistryEntries
+{
+    param
+    (
+        [Parameter(Mandatory)][String] $Architecture,
+        [Parameter(Mandatory)][Int32] $MajorVersion,
+        [Parameter(Mandatory)][Int32] $MinorVersion
+    )
+
+    $versionFilter = Get-RegistryVersionFilter -Architecture $Architecture -MajorVersion $MajorVersion -MinorVersion $MinorVersion
+
+    $regPath = "HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\Installer\UserData\S-1-5-18\Products"
+    $regKeys = Get-ChildItem -Path Registry::$regPath -Recurse | Where-Object Property -Ccontains DisplayName
+    foreach ($key in $regKeys)
+    {
+        if ($key.getValue("DisplayName") -match $versionFilter)
+        {
+            Remove-Item -Path $key.PSParentPath -Recurse -Force -Verbose
+        }
+    }
+
+    $regPath = "HKEY_CLASSES_ROOT\Installer\Products"
+    Get-ChildItem -Path Registry::$regPath | Where-Object { $_.GetValue("ProductName") -match $versionFilter } | ForEach-Object {
+        Remove-Item Registry::$_ -Recurse -Force -Verbose
+    }
+
+    $uninstallRegistrySections = @(
+        "HKEY_CURRENT_USER\Software\Microsoft\Windows\CurrentVersion\Uninstall",  # current user, x64
+        "HKEY_LOCAL_MACHINE\Software\Microsoft\Windows\CurrentVersion\Uninstall", # all users, x64
+        "HKEY_CURRENT_USER\Software\WOW6432Node\Microsoft\Windows\CurrentVersion\Uninstall",  # current user, x86
+        "HKEY_LOCAL_MACHINE\Software\WOW6432Node\Microsoft\Windows\CurrentVersion\Uninstall"  # all users, x86
+    )
+
+    $uninstallRegistrySections | Where-Object { Test-Path -Path Registry::$_ } | ForEach-Object {
+        Get-ChildItem -Path Registry::$_ | Where-Object { $_.getValue("DisplayName") -match $versionFilter } | ForEach-Object {
+            Remove-Item Registry::$_ -Recurse -Force -Verbose
+        }
+    }
+}
+
+function Get-ExecParams {
+    param
+    (
+        [Parameter(Mandatory)][Boolean] $IsMSI,
+        [Parameter(Mandatory)][String] $PythonArchPath
+    )
+
+    if ($IsMSI) 
+    {
+        "TARGETDIR=$PythonArchPath ALLUSERS=1"
+    } 
+    else 
+    {
+        "DefaultAllUsersTargetDir=$PythonArchPath InstallAllUsers=1"
+    }
+}
+
+$ToolcacheRoot = $env:AGENT_TOOLSDIRECTORY
+if ([string]::IsNullOrEmpty($ToolcacheRoot))
+{
+    # GitHub images don't have `AGENT_TOOLSDIRECTORY` variable
+    $ToolcacheRoot = $env:RUNNER_TOOL_CACHE
+}
+$PythonToolcachePath = Join-Path -Path $ToolcacheRoot -ChildPath "Python"
+$PythonVersionPath = Join-Path -Path $PythonToolcachePath -ChildPath $Version.ToString()
+$PythonArchPath = Join-Path -Path $PythonVersionPath -ChildPath $Architecture
+
+$IsMSI = $PythonExecName -match "msi"
+
+$MajorVersion = $Version.Major
+$MinorVersion = $Version.Minor
+
+Write-Host "Check if Python hostedtoolcache folder exist..."
+if (-Not (Test-Path $PythonToolcachePath)) 
+{
+    Write-Host "Create Python toolcache folder"
+    New-Item -ItemType Directory -Path $PythonToolcachePath | Out-Null
+}
+
+Write-Host "Check if current Python version is installed..."
+$InstalledVersion = Get-ChildItem -Path $PythonToolcachePath -Filter "$MajorVersion.$MinorVersion.*"
+
+Write-Host "Remove registry entries for Python ${MajorVersion}.${MinorVersion}(${Architecture})..."
+Remove-RegistryEntries -Architecture $Architecture -MajorVersion $MajorVersion -MinorVersion $MinorVersion
+
+if (($null -ne $InstalledVersion) -and (Test-Path -Path $InstalledVersion.FullName)) {
+    Write-Host "Python$MajorVersion.$MinorVersion was found in $PythonToolcachePath"
+    Write-Host "Deleting $($InstalledVersion.FullName)..."
+    Remove-Item -Path $InstalledVersion.FullName -Recurse -Force
+} else {
+    Write-Host "No Python$MajorVersion.$MinorVersion.* found"
+}
+
+Write-Host "Create Python $Version folder in $PythonToolcachePath"
+New-Item -ItemType Directory -Path $PythonArchPath -Force | Out-Null
+
+Write-Host "Copy Python binaries to $PythonArchPath"
+Copy-Item -Path ./$PythonExecName -Destination $PythonArchPath | Out-Null
+
+Write-Host "Install Python $Version in $PythonToolcachePath..."
+$ExecParams = Get-ExecParams -IsMSI $IsMSI -PythonArchPath $PythonArchPath
+
+cmd.exe /c "cd $PythonArchPath && call $PythonExecName $ExecParams /quiet"
+if ($LASTEXITCODE -ne 0)
+{
+    Throw "Error happened during Python installation"
+}
+
+Write-Host "Install and upgrade Pip"
+$PythonExePath = Join-Path -Path $PythonArchPath -ChildPath "python.exe"
+cmd.exe /c "$PythonExePath -m ensurepip && $PythonExePath -m pip install --upgrade pip"
+
+Write-Host "Create complete file"
+New-Item -ItemType File -Path $PythonVersionPath -Name "$Architecture.complete" | Out-Null
diff --git a/tests/clean-toolcache.ps1 b/tests/clean-toolcache.ps1
new file mode 100644
index 00000000..837c16b6
--- /dev/null
+++ b/tests/clean-toolcache.ps1
@@ -0,0 +1,11 @@
+if ($env:PLATFORM -match 'windows') {
+  $PythonFilter = "Name like '%Python%'"
+  Get-WmiObject Win32_Product -Filter $PythonFilter | Foreach-Object { 
+      Write-Host "Uninstalling $($_.Name) ..."
+      $_.Uninstall() | Out-Null 
+  }
+}
+
+$PythonToolcachePath = Join-Path -Path $env:AGENT_TOOLSDIRECTORY -ChildPath "Python"
+Write-Host "Removing Python toolcache directory ..."
+Remove-Item -Path $PythonToolcachePath -Recurse -Force
\ No newline at end of file
diff --git a/tests/python-tests.ps1 b/tests/python-tests.ps1
new file mode 100644
index 00000000..81541824
--- /dev/null
+++ b/tests/python-tests.ps1
@@ -0,0 +1,72 @@
+param (
+    [Version] [Parameter (Mandatory = $true)] [ValidateNotNullOrEmpty()]
+    $Version,
+    [String] [Parameter (Mandatory = $true)] [ValidateNotNullOrEmpty()]
+    $Platform
+)
+
+Import-Module (Join-Path $PSScriptRoot "../helpers/pester-extensions.psm1")
+Import-Module (Join-Path $PSScriptRoot "../helpers/common-helpers.psm1")
+
+function Analyze-MissingModules([string] $buildOutputLocation) {
+    $searchStringStart = "Failed to build these modules:"
+    $searchStringEnd = "running build_scripts"
+    $pattern = "$searchStringStart(.*?)$searchStringEnd"
+
+    $buildContent = Get-Content -Path $buildOutputLocation
+    $splitBuiltOutput = $buildContent -split "\n";
+
+    ### Search for missing modules that are displayed between the search strings
+    $regexMatch = [regex]::match($SplitBuiltOutput, $Pattern)
+    if ($regexMatch.Success)
+    {
+        Write-Host "Failed missing modules:"
+        Write-Host $regexMatch.Groups[1].Value
+        return 1
+    }
+
+    return 0
+}
+
+Describe "Tests" {
+    It "Python version" {
+        "python --version" | Should -ReturnZeroExitCode
+        $pythonLocation = (Get-Command "python").Path
+        $pythonLocation | Should -Not -BeNullOrEmpty
+        $expectedPath = Join-Path -Path $env:AGENT_TOOLSDIRECTORY -ChildPath "Python"
+        $pythonLocation.startsWith($expectedPath) | Should -BeTrue
+    }
+
+    It "Run simple code" {
+        "python ./sources/simple-test.py" | Should -ReturnZeroExitCode
+    }
+
+    if (IsNixPlatform $Platform) {
+
+        It "Check for failed modules in build_output" {
+            $buildOutputLocation = Join-Path $env:BUILD_BINARIESDIRECTORY "build_output.txt"
+            Analyze-MissingModules $buildOutputLocation | Should -Be 0
+        }
+
+        It "Check if all required python modules are installed"  {
+            "python ./sources/python-modules.py" | Should -ReturnZeroExitCode
+        }
+
+        It "Check if python configuration is correct" {
+            "python ./sources/python-config-test.py" | Should -ReturnZeroExitCode
+        }
+
+        It "Check if shared libraries are linked correctly" {
+            "bash ./sources/psutil-install-test.sh" | Should -ReturnZeroExitCode
+        }
+    }
+
+    # Pyinstaller 3.5 does not support Python 3.8.0. Check issue https://github.com/pyinstaller/pyinstaller/issues/4311
+    if ($Version -lt "3.8.0") {
+        It "Validate Pyinstaller" {
+            "pip install pyinstaller" | Should -ReturnZeroExitCode
+            "pyinstaller --onefile ./sources/simple-test.py" | Should -ReturnZeroExitCode
+            "./dist/simple-test" | Should -ReturnZeroExitCode
+        }
+    }
+}
\ No newline at end of file
diff --git a/tests/sources/psutil-install-test.sh b/tests/sources/psutil-install-test.sh
new file mode 100644
index 00000000..ddf0eb86
--- /dev/null
+++ b/tests/sources/psutil-install-test.sh
@@ -0,0 +1,5 @@
+# Check if shared libraries are linked correctly
+python -m venv /tmp/aml-ve
+source /tmp/aml-ve/bin/activate
+easy_install --version
+pip install psutil --verbose
\ No newline at end of file
diff --git a/tests/sources/python-config-output.py b/tests/sources/python-config-output.py
new file mode 100644
index 00000000..02ba82b3
--- /dev/null
+++ b/tests/sources/python-config-output.py
@@ -0,0 +1,6 @@
+import distutils.sysconfig
+import sysconfig
+
+from pprint import pprint
+pprint(sysconfig.get_config_vars())
+pprint(distutils.sysconfig.get_config_vars())
\ No newline at end of file
diff --git a/tests/sources/python-config-test.py b/tests/sources/python-config-test.py
new file mode 100644
index 00000000..fe4d8522
--- /dev/null
+++ b/tests/sources/python-config-test.py
@@ -0,0 +1,68 @@
+import distutils.sysconfig
+import sysconfig
+import sys
+import platform
+import os
+
+# Define variables
+os_type = platform.system()
+version = sys.version.split(" ")[0]
+
+lib_dir_path = sysconfig.get_config_var('LIBDIR')
+ld_library_name = sysconfig.get_config_var('LDLIBRARY')
+
+is_shared = sysconfig.get_config_var('Py_ENABLE_SHARED')
+have_libreadline = sysconfig.get_config_var("HAVE_LIBREADLINE")
+
+### Define expected variables
+if os_type == 'Linux': expected_ld_library_extension = 'so'
+if os_type == 'Darwin': expected_ld_library_extension = 'dylib'
+expected_lib_dir_path = '{0}/Python/{1}/x64/lib'.format(os.getenv("AGENT_TOOLSDIRECTORY"), version)
+
+# Check modules
+### Validate libraries path
+if lib_dir_path != expected_lib_dir_path:
+    print('Invalid libraries location: %s; Expected: %s' % (lib_dir_path, expected_lib_dir_path))
+    exit(1)
+
+### Validate shared libraries
+if is_shared:
+    print('%s was built with shared extensions' % ld_library_name)
+    
+    ### Validate libpython extension
+    ld_library_extension = ld_library_name.split('.')[-1]
+    if ld_library_extension != expected_ld_library_extension:
+        print('Invalid extension: %s; Expected %s' % (ld_library_extension, expected_ld_library_extension))
+        exit(1)
+else:
+    print('%s was built without shared extensions' % ld_library_name)
+    exit(1)
+
+### Validate macOS
+if os_type == 'Darwin':
+    ### Validate openssl links
+    if version < "3.7.0":
+        expected_ldflags = '-L/usr/local/opt/openssl@1.1/lib'
+        ldflags = sysconfig.get_config_var('LDFLAGS')
+
+        if not expected_ldflags in ldflags:
+            print('Invalid ldflags: %s; Expected: %s' % (ldflags, expected_ldflags))
+            exit(1)
+    else:
+        expected_openssl_includes = '-I/usr/local/opt/openssl/include'
+        expected_openssl_ldflags ='-L/usr/local/opt/openssl/lib'
+        
+        openssl_includes = sysconfig.get_config_var('OPENSSL_INCLUDES')
+        openssl_ldflags = sysconfig.get_config_var('OPENSSL_LDFLAGS')
+
+        if openssl_includes != expected_openssl_includes:
+            print('Invalid openssl_includes: %s; Expected: %s' % (openssl_includes, expected_openssl_includes))
+            exit(1)
+        if openssl_ldflags != expected_openssl_ldflags:
+            print('Invalid openssl_ldflags: %s; Expected: %s' % (openssl_ldflags, expected_openssl_ldflags))
+            exit(1)
+
+### Validate libreadline
+if not have_libreadline:
+    print('Missing libreadline')
+    exit(1)
\ No newline at end of file
diff --git a/tests/sources/python-modules.py b/tests/sources/python-modules.py
new file mode 100644
index 00000000..76408b77
--- /dev/null
+++ b/tests/sources/python-modules.py
@@ -0,0 +1,276 @@
+"""
+Make sure all the optional modules are installed.
+This is needed for Linux since we build from source.
+"""
+
+from __future__ import print_function
+
+import importlib
+import sys
+
+# The Python standard library as of Python 3.0
+standard_library = [
+    'abc',
+    'aifc',
+    'antigravity',
+    'argparse',
+    'ast',
+    'asynchat',
+    'asyncore',
+    'base64',
+    'bdb',
+    'binhex',
+    'bisect',
+    'bz2',
+    'cProfile',
+    'calendar',
+    'cgi',
+    'cgitb',
+    'chunk',
+    'cmd',
+    'code',
+    'codecs',
+    'codeop',
+    'collections',
+    'colorsys',
+    'compileall',
+    'configparser',
+    'contextlib',
+    'copy',
+    'copyreg',
+    'crypt',
+    'csv',
+    'ctypes',
+    'curses',
+    'datetime',
+    'dbm',
+    'decimal',
+    'difflib',
+    'dis',
+    'distutils',
+    'doctest',
+    'dummy_threading',
+    'email',
+    'encodings',
+    'filecmp',
+    'fileinput',
+    'fnmatch',
+    'formatter',
+    'fractions',
+    'ftplib',
+    'functools',
+    'genericpath',
+    'getopt',
+    'getpass',
+    'gettext',
+    'glob',
+    'gzip',
+    'hashlib',
+    'heapq',
+    'hmac',
+    'html',
+    'http',
+    'idlelib',
+    'imaplib',
+    'imghdr',
+    'imp',
+    'importlib',
+    'inspect',
+    'io',
+    'json',
+    'keyword',
+    'lib2to3',
+    'linecache',
+    'locale',
+    'logging',
+    'macpath',
+    'mailbox',
+    'mailcap',
+    'mimetypes',
+    'modulefinder',
+    'multiprocessing',
+    'netrc',
+    'nntplib',
+    'ntpath',
+    'nturl2path',
+    'numbers',
+    'opcode',
+    'operator',
+    'optparse',
+    'os',
+    'pdb',
+    'pickle',
+    'pickletools',
+    'pipes',
+    'pkgutil',
+    'platform',
+    'plistlib',
+    'poplib',
+    'posixpath',
+    'pprint',
+    'profile',
+    'pstats',
+    'pty',
+    'py_compile',
+    'pyclbr',
+    'pydoc',
+    'pydoc_data',
+    'queue',
+    'quopri',
+    'random',
+    're',
+    'readline',
+    'reprlib',
+    'rlcompleter',
+    'runpy',
+    'sched',
+    'shelve',
+    'shlex',
+    'shutil',
+    'signal',
+    'site',
+    'smtpd',
+    'smtplib',
+    'sndhdr',
+    'socket',
+    'socketserver',
+    'sqlite3',
+    'sre_compile',
+    'sre_constants',
+    'sre_parse',
+    'ssl',
+    'stat',
+    'string',
+    'stringprep',
+    'struct',
+    'subprocess',
+    'sunau',
+    'symbol',
+    'symtable',
+    'sysconfig',
+    'tabnanny',
+    'tarfile',
+    'telnetlib',
+    'tempfile',
+    'test',
+    'textwrap',
+    'this',
+    'threading',
+    'timeit',
+    'tkinter',
+    'token',
+    'tokenize',
+    'trace',
+    'traceback',
+    'tty',
+    'turtle',
+    'turtledemo',
+    'types',
+    'unittest',
+    'urllib',
+    'uu',
+    'uuid',
+    'warnings',
+    'wave',
+    'weakref',
+    'webbrowser',
+    'wsgiref',
+    'xdrlib',
+    'xml',
+    'xmlrpc',
+    'zipfile'
+]
+
+# Modules that had different names in Python 2
+if sys.version_info.major == 2:
+    def replace(lst, old, new):
+        lst[lst.index(old)] = new
+
+    # Keys are the Python 2 names
+    # Values are the Python 3 names
+    renames = {
+        'ConfigParser': 'configparser',
+        'copy_reg': 'copyreg',
+        'HTMLParser': 'html',
+        'httplib': 'http',
+        'Queue': 'queue',
+        'repr': 'reprlib',
+        'SocketServer': 'socketserver',
+        'xmlrpclib': 'xmlrpc',
+        'Tkinter': 'tkinter'
+    }
+
+    # All of the Python 3 names should be in the list
+    for python2name, python3name in renames.items():
+        replace(standard_library, python3name, python2name)
+
+# Add new modules
+# See https://docs.python.org/3/whatsnew/index.html
+if sys.version_info >= (3, 2):
+    standard_library.extend([
+        'concurrent',
+    ])
+
+if sys.version_info >= (3, 3):
+    standard_library.extend([
+        'ipaddress',
+        'faulthandler',
+        'lzma',
+        'venv',
+    ])
+
+if sys.version_info >= (3, 4):
+    standard_library.extend([
+        'asyncio',
+        'ensurepip',
+        'enum',
+        'pathlib',
+        'selectors',
+        'statistics',
+        'tracemalloc',
+    ])
+
+if sys.version_info >= (3, 5):
+    standard_library.extend([
+        'typing',
+        'zipapp',
+    ])
+
+if sys.version_info >= (3, 6):
+    standard_library.extend([
+        'secrets',
+    ])
+
+if sys.version_info >= (3, 7):
+    standard_library.extend([
+        'contextvars',
+        'dataclasses',
+    ])
+
+# 'macpath' module has been removed from Python 3.8
+if sys.version_info > (3, 7):
+    standard_library.remove('macpath')
+
+# Remove tkinter and Easter eggs
+excluded_modules = [
+    'antigravity',
+    'this',
+    'turtledemo',
+]
+
+def check_missing_modules(expected_modules):
+    missing = []
+    for module in expected_modules:
+        print('Try to import module ', module)
+        try:
+            importlib.import_module(module)
+        except:
+            missing.append(module)
+    return missing
+
+missing_modules = check_missing_modules(x for x in standard_library if x not in excluded_modules)
+if missing_modules:
+    print('The following modules are missing:')
+    for module in missing_modules:
+        print('  ', module)
+    exit(1)
diff --git a/tests/sources/simple-test.py b/tests/sources/simple-test.py
new file mode 100644
index 00000000..dc638465
--- /dev/null
+++ b/tests/sources/simple-test.py
@@ -0,0 +1,11 @@
+import sys
+print(sys.version)
+print(sys.prefix)
+
+# Python program to find the factorial of a number
+num = 65
+factorial = 1
+print("Find the factorial of ", num)
+for i in range(1, num + 1):
+    factorial = factorial*i
+print("The factorial of ", num, " is ", factorial)
\ No newline at end of file