<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>CI/CD on kenji.blog</title><link>http://kenji.blog/en/tags/ci/cd/</link><description>Recent content in CI/CD on kenji.blog</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>kenjinote</copyright><lastBuildDate>Sat, 12 Sep 2026 18:00:00 +0900</lastBuildDate><atom:link href="http://kenji.blog/en/tags/ci/cd/index.xml" rel="self" type="application/rss+xml"/><item><title>Building a CI/CD Pipeline for C++ Projects Using GitHub Actions</title><link>http://kenji.blog/en/p/github-actions-cpp-cicd-pipeline/</link><pubDate>Sat, 12 Sep 2026 18:00:00 +0900</pubDate><guid>http://kenji.blog/en/p/github-actions-cpp-cicd-pipeline/</guid><description>&lt;img src="http://kenji.blog/p/github-actions-cpp-cicd-pipeline/img/eyecatch.jpg" alt="Featured image of post Building a CI/CD Pipeline for C++ Projects Using GitHub Actions" />&lt;h1 id="building-a-cicd-pipeline-for-c-projects-using-github-actions-a-complete-guide">Building a CI/CD Pipeline for C++ Projects Using GitHub Actions: A Complete Guide
&lt;/h1>&lt;p>In the modern software development paradigm, Continuous Integration (CI) and Continuous Delivery/Deployment (CD) are essential elements for maintaining agile development processes and high-quality software. While there are numerous programming languages, building a CI/CD pipeline in C++ involves unique difficulties and complexities compared to other languages (such as Python, JavaScript, Go, etc.).&lt;/p>
&lt;p>In this article, we will explain in extreme detail how to build a robust and practical CI/CD pipeline from scratch for C++ projects using GitHub Actions. We will cover a full range of practical techniques, from matrix builds across multiple platforms (Windows, Linux, macOS), build system integration using CMake, automated testing with CTest, automation of static and dynamic analysis, coverage measurement, to automated delivery of compiled binaries through GitHub Releases.&lt;/p>
&lt;h2 id="1-the-significance-of-cicd-in-c-projects-and-its-specific-challenges">1. The Significance of CI/CD in C++ Projects and Its Specific Challenges
&lt;/h2>&lt;p>For development involving web applications and scripting languages, testing and building on a single Docker container is often sufficient. However, C++ is a natively compiled language and heavily depends on the hardware architecture and operating system of the execution environment.&lt;/p>
&lt;p>When introducing CI/CD into a C++ project, the main challenges faced are as follows:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Platform Diversity&lt;/strong>: Different operating systems like Windows, Linux, and macOS have different APIs (Windows API, POSIX, etc.). It is common for code that works in a developer&amp;rsquo;s local environment (e.g., macOS) to encounter compilation errors on Linux or Windows.&lt;/li>
&lt;li>&lt;strong>Compiler Differences&lt;/strong>: Major compilers like Microsoft Visual C++ (MSVC), GNU Compiler Collection (GCC), and Clang differ in their implementation levels and interpretations of C++ standards (C++17, C++20, C++23), as well as the strictness of their warnings.&lt;/li>
&lt;li>&lt;strong>Build Time&lt;/strong>: For large-scale C++ projects, it is not uncommon for builds to take anywhere from tens of minutes to several hours. In a CI environment with limited computing resources, caching strategies and parallelization are required to build efficiently.&lt;/li>
&lt;li>&lt;strong>Dependency Management&lt;/strong>: C++ lacks an absolute standard package manager like npm or pip. You need to correctly resolve libraries in the CI environment every time using tools like vcpkg, Conan, or CMake&amp;rsquo;s &lt;code>FetchContent&lt;/code>.&lt;/li>
&lt;li>&lt;strong>Memory Management and Undefined Behavior&lt;/strong>: Since pointer operations and manual memory management are involved, it is necessary to automate the detection of memory leaks and undefined behaviors, not just test the logic.&lt;/li>
&lt;/ol>
&lt;p>To solve these challenges, GitHub Actions is the optimal solution, as it allows you to provision various OS virtual machines on-demand and define complex workflows as code (Configuration as Code).&lt;/p>
&lt;h2 id="2-cicd-pipeline-architecture-overview">2. CI/CD Pipeline Architecture Overview
&lt;/h2>&lt;p>Let&amp;rsquo;s visualize the overall picture of the CI/CD pipeline we are about to build. The following Mermaid sequence diagram shows the workflow from code push to release.&lt;/p>
&lt;pre class="mermaid">
sequenceDiagram
participant Dev as &amp;#34;Developer&amp;#34;
participant Repo as &amp;#34;GitHub Repository&amp;#34;
participant Action as &amp;#34;GitHub Actions CI/CD&amp;#34;
participant Rel as &amp;#34;GitHub Releases&amp;#34;
Dev-&amp;gt;&amp;gt;Repo: &amp;#34;Push branch / Open PR&amp;#34;
Repo-&amp;gt;&amp;gt;Action: &amp;#34;Trigger CI Workflow&amp;#34;
activate Action
Action-&amp;gt;&amp;gt;Action: &amp;#34;Lint &amp;amp; Static Analysis (Clang-Tidy)&amp;#34;
rect rgb(200, 220, 240)
note right of Action: &amp;#34;Cross-Platform Matrix Build&amp;#34;
Action-&amp;gt;&amp;gt;Action: &amp;#34;Build on Ubuntu (GCC/Clang)&amp;#34;
Action-&amp;gt;&amp;gt;Action: &amp;#34;Build on Windows (MSVC)&amp;#34;
Action-&amp;gt;&amp;gt;Action: &amp;#34;Build on macOS (Apple Clang)&amp;#34;
end
Action-&amp;gt;&amp;gt;Action: &amp;#34;Run CTest (with ASAN/UBSAN)&amp;#34;
Action-&amp;gt;&amp;gt;Action: &amp;#34;Generate Coverage Report&amp;#34;
alt &amp;#34;If Tag pushed (e.g., v1.0.0)&amp;#34;
Action-&amp;gt;&amp;gt;Action: &amp;#34;Package Binaries with CPack&amp;#34;
Action-&amp;gt;&amp;gt;Rel: &amp;#34;Upload ZIP/Tarball to Release&amp;#34;
end
deactivate Action
Repo--&amp;gt;&amp;gt;Dev: &amp;#34;Report CI Status (Pass/Fail)&amp;#34;
&lt;/pre>
&lt;p>In this architecture, fast feedback (static analysis, build, and tests) is provided at the Pull Request stage, and artifacts are packaged and distributed when a version tag is pushed.&lt;/p>
&lt;h2 id="3-project-configuration-with-modern-cmake">3. Project Configuration with Modern CMake
&lt;/h2>&lt;p>The foundation of an excellent CI pipeline is a robust build system. We will use CMake, the de facto standard for C++. Here, we adopt a target-oriented approach known as &amp;ldquo;Modern CMake&amp;rdquo;.&lt;/p>
&lt;p>Assume the project directory structure is as follows:&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-text" data-lang="text">&lt;span class="line">&lt;span class="cl">my_cpp_project/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">├── CMakeLists.txt
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">├── src/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">│ ├── main.cpp
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">│ ├── calculator.cpp
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">│ └── calculator.h
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">└── tests/
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> ├── CMakeLists.txt
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> └── test_calculator.cpp
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Here is an example configuration for the root &lt;code>CMakeLists.txt&lt;/code>.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-cmake" data-lang="cmake">&lt;span class="line">&lt;span class="cl">&lt;span class="nb">cmake_minimum_required&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">VERSION&lt;/span> &lt;span class="s">3.20&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">project&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">MyCppProject&lt;/span> &lt;span class="s">VERSION&lt;/span> &lt;span class="s">1.0.0&lt;/span> &lt;span class="s">LANGUAGES&lt;/span> &lt;span class="s">CXX&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Set C++ standard
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CMAKE_CXX_STANDARD&lt;/span> &lt;span class="s">20&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CMAKE_CXX_STANDARD_REQUIRED&lt;/span> &lt;span class="s">ON&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CMAKE_CXX_EXTENSIONS&lt;/span> &lt;span class="s">OFF&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="c"># Disable compiler-specific extensions for better portability
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Stricter compiler warnings
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">function&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">set_project_warnings&lt;/span> &lt;span class="s">target_name&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">if&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">MSVC&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">target_compile_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">${&lt;/span>&lt;span class="nv">target_name&lt;/span>&lt;span class="o">}&lt;/span> &lt;span class="s">PRIVATE&lt;/span> &lt;span class="s">/W4&lt;/span> &lt;span class="s">/WX&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">else&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">target_compile_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">${&lt;/span>&lt;span class="nv">target_name&lt;/span>&lt;span class="o">}&lt;/span> &lt;span class="s">PRIVATE&lt;/span> &lt;span class="s">-Wall&lt;/span> &lt;span class="s">-Wextra&lt;/span> &lt;span class="s">-Wpedantic&lt;/span> &lt;span class="s">-Werror&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">endif&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">endfunction&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Create library target
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">add_library&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CalculatorLib&lt;/span> &lt;span class="s">src/calculator.cpp&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">target_include_directories&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CalculatorLib&lt;/span> &lt;span class="s">PUBLIC&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">CMAKE_CURRENT_SOURCE_DIR&lt;/span>&lt;span class="o">}&lt;/span>&lt;span class="s">/src&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set_project_warnings&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CalculatorLib&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Create executable target
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">add_executable&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">MyApplication&lt;/span> &lt;span class="s">src/main.cpp&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">target_link_libraries&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">MyApplication&lt;/span> &lt;span class="s">PRIVATE&lt;/span> &lt;span class="s">CalculatorLib&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set_project_warnings&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">MyApplication&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Enable testing
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">enable_testing&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">add_subdirectory&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">tests&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Define installation rules (for CPack)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">include&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">GNUInstallDirs&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">install&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">TARGETS&lt;/span> &lt;span class="s">MyApplication&lt;/span> &lt;span class="s">CalculatorLib&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="s">RUNTIME&lt;/span> &lt;span class="s">DESTINATION&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">CMAKE_INSTALL_BINDIR&lt;/span>&lt;span class="o">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="s">LIBRARY&lt;/span> &lt;span class="s">DESTINATION&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">CMAKE_INSTALL_LIBDIR&lt;/span>&lt;span class="o">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="s">ARCHIVE&lt;/span> &lt;span class="s">DESTINATION&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">CMAKE_INSTALL_LIBDIR&lt;/span>&lt;span class="o">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="c"># Packaging settings with CPack
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CPACK_PROJECT_NAME&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">PROJECT_NAME&lt;/span>&lt;span class="o">}&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CPACK_PROJECT_VERSION&lt;/span> &lt;span class="o">${&lt;/span>&lt;span class="nv">PROJECT_VERSION&lt;/span>&lt;span class="o">}&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CPACK_GENERATOR&lt;/span> &lt;span class="s2">&amp;#34;ZIP;TGZ&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">if&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">WIN32&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">set&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CPACK_GENERATOR&lt;/span> &lt;span class="s2">&amp;#34;ZIP&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">endif&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">include&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">CPack&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>&lt;strong>Key Points:&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>&lt;code>CMAKE_CXX_EXTENSIONS OFF&lt;/code>: Prevents dependence on non-standard features like GNU extensions, ensuring cross-platform compatibility.&lt;/li>
&lt;li>&lt;strong>Stricter warnings (&lt;code>-Werror&lt;/code> / &lt;code>/WX&lt;/code>)&lt;/strong>: Treating compiler warnings as errors in the CI environment forces a high level of code quality.&lt;/li>
&lt;li>&lt;strong>GNUInstallDirs&lt;/strong>: Automatically resolves standard installation paths for each OS (such as &lt;code>/usr/local/bin&lt;/code> and &lt;code>C:\Program Files&lt;/code>).&lt;/li>
&lt;/ul>
&lt;h2 id="4-github-actions-basics-and-matrix-strategy">4. GitHub Actions Basics and Matrix Strategy
&lt;/h2>&lt;p>GitHub Actions are configured using YAML files in the &lt;code>.github/workflows/&lt;/code> directory.
The most powerful feature for C++ projects is the &amp;ldquo;Matrix Strategy&amp;rdquo;. This allows you to dynamically generate combinations of operating systems and compilers and run them in parallel.&lt;/p>
&lt;pre class="mermaid">
graph TD
A[&amp;#34;Trigger Workflow&amp;#34;] --&amp;gt; B[&amp;#34;Matrix Job Evaluation&amp;#34;]
B --&amp;gt; C[&amp;#34;Ubuntu 22.04 (GCC 12)&amp;#34;]
B --&amp;gt; D[&amp;#34;Ubuntu 22.04 (Clang 15)&amp;#34;]
B --&amp;gt; E[&amp;#34;Windows Server 2022 (MSVC)&amp;#34;]
B --&amp;gt; F[&amp;#34;macOS 14 (Apple Clang)&amp;#34;]
&lt;/pre>
&lt;p>Below is a YAML job definition that forms the basis of a matrix build.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="nt">jobs&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">build&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build &amp;amp; Test [${{ matrix.os }} - ${{ matrix.compiler }}]&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">runs-on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.os }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">strategy&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">fail-fast&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kc">false&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c"># Continue building on other OSes even if one job fails&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">matrix&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">include&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">gcc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">gcc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">g++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">windows-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">msvc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cl&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cl&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">macos-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">apple-clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>&lt;code>fail-fast: false&lt;/code> is extremely important. For example, if you mistakenly use a Linux-specific API, the Ubuntu build will fail, but you also want to see simultaneously whether the Windows build succeeds.&lt;/p>
&lt;h2 id="5-build-costs-and-parallel-processing-optimization-using-amdahls-law">5. Build Costs and Parallel Processing Optimization Using Amdahl&amp;rsquo;s Law
&lt;/h2>&lt;p>CI/CD in a cloud environment is a race against time, and build times directly translate to developer wait times and running costs.
Here, let&amp;rsquo;s take a mathematical approach to build time optimization using &amp;ldquo;Amdahl&amp;rsquo;s Law&amp;rdquo; from computer science.&lt;/p>
&lt;p>Amdahl&amp;rsquo;s law defines the theoretical maximum speedup $S(N)$ when using $N$ processors, given the proportion of a program that can be parallelized as $P$, as follows:&lt;/p>
$$ S(N) = \frac{1}{(1 - P) + \frac{P}{N}} $$&lt;p>In the C++ build process, compiling each translation unit (&lt;code>.cpp&lt;/code> file) of the source code is completely independent and can be parallelized. On the other hand, CMake configuration and the final binary linking phase are fundamentally executed serially (cannot be parallelized).&lt;/p>
&lt;p>Suppose that out of the total build time of a project, 80% is the compilation phase ($P = 0.8$) and 20% is the serial phase ($1 - P = 0.2$).
The standard GitHub Actions runner (Linux) provides 2 cores (threads). Therefore, when $N = 2$:&lt;/p>
$$ S(2) = \frac{1}{0.2 + \frac{0.8}{2}} = \frac{1}{0.2 + 0.4} = \frac{1}{0.6} \approx 1.67 $$&lt;p>Using just 2 cores yields a speedup of about 1.67 times. To achieve this, it is essential to specify the &lt;code>--parallel&lt;/code> option in the CMake build command.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt">1
&lt;/span>&lt;span class="lnt">2
&lt;/span>&lt;/code>&lt;/pre>&lt;/td>
&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build Project&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cmake --build build --config Release --parallel 2&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Furthermore, let&amp;rsquo;s consider cost calculations. The total usage cost $C_{total}$ of GitHub Actions is the sum of the products of each job&amp;rsquo;s execution time $T_i$ and the runner&amp;rsquo;s unit price $R_i$.&lt;/p>
$$ C_{total} = \sum_{i=1}^{M} \left( T_i \times R_i \right) $$&lt;p>Reducing build times not only speeds up the feedback loop but also directly leads to reduced operating costs for the project (especially for private repositories). For further speedups, introducing &lt;code>ccache&lt;/code> to cache compilation results is an effective technique.&lt;/p>
&lt;h2 id="6-integrating-automated-testing-and-sanitizers">6. Integrating Automated Testing and Sanitizers
&lt;/h2>&lt;p>To prevent bugs in C++ proactively, it is strongly recommended to introduce &amp;ldquo;sanitizers&amp;rdquo; that detect memory leaks and undefined behaviors at runtime, in addition to unit tests. We will use AddressSanitizer (ASAN) and UndefinedBehaviorSanitizer (UBSAN) developed by Google.&lt;/p>
&lt;p>Add an option to enable sanitizers in CMake.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt">1
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cmake" data-lang="cmake">&lt;span class="line">&lt;span class="cl">&lt;span class="nb">option&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">ENABLE_SANITIZERS&lt;/span> &lt;span class="s2">&amp;#34;Enable ASAN and UBSAN&amp;#34;&lt;/span> &lt;span class="s">OFF&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">if&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">ENABLE_SANITIZERS&lt;/span> &lt;span class="s">AND&lt;/span> &lt;span class="s">CMAKE_CXX_COMPILER_ID&lt;/span> &lt;span class="s">MATCHES&lt;/span> &lt;span class="s2">&amp;#34;GNU|Clang&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">add_compile_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">-fsanitize=address,undefined&lt;/span> &lt;span class="s">-fno-omit-frame-pointer&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">add_link_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">-fsanitize=address,undefined&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">endif&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Enable this option in the Ubuntu job of the CI pipeline and run the tests.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Configure CMake&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">CC&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.c_compiler }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">CXX&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.cpp_compiler }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">&amp;gt;&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> cmake -B build
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> -DCMAKE_BUILD_TYPE=Release
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> -DENABLE_SANITIZERS=${{ matrix.os == &amp;#39;ubuntu-latest&amp;#39; &amp;amp;&amp;amp; &amp;#39;ON&amp;#39; || &amp;#39;OFF&amp;#39; }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Run CTest&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">ASAN_OPTIONS&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;detect_leaks=1:symbolize=1&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">UBSAN_OPTIONS&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;print_stacktrace=1&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ctest --build-config Release --output-on-failure --parallel 2&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Use the &lt;code>ctest&lt;/code> command to run the tests. By specifying &lt;code>--output-on-failure&lt;/code>, only the detailed logs of failed tests will be displayed in the CI output, preventing log bloat.&lt;/p>
&lt;h2 id="7-measuring-code-coverage">7. Measuring Code Coverage
&lt;/h2>&lt;p>Visualizing how much code is covered by tests is important for quality assurance. Using a Linux environment (GCC), we measure coverage with &lt;code>gcov&lt;/code> and &lt;code>lcov&lt;/code>.&lt;/p>
&lt;p>First, set the compilation flags for measuring coverage in CMake.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt">1
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-cmake" data-lang="cmake">&lt;span class="line">&lt;span class="cl">&lt;span class="nb">option&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">ENABLE_COVERAGE&lt;/span> &lt;span class="s2">&amp;#34;Enable coverage reporting&amp;#34;&lt;/span> &lt;span class="s">OFF&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">if&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">ENABLE_COVERAGE&lt;/span> &lt;span class="s">AND&lt;/span> &lt;span class="s">CMAKE_CXX_COMPILER_ID&lt;/span> &lt;span class="s">STREQUAL&lt;/span> &lt;span class="s2">&amp;#34;GNU&amp;#34;&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">add_compile_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">--coverage&lt;/span> &lt;span class="s">-O0&lt;/span> &lt;span class="s">-g&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span> &lt;span class="nb">add_link_options&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">--coverage&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="err">&lt;/span>&lt;span class="nb">endif&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="err">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Define an independent job for coverage measurement in GitHub Actions.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">coverage&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Test Coverage Analysis&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">runs-on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">steps&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">actions/checkout@v4&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Install lcov&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">sudo apt-get update &amp;amp;&amp;amp; sudo apt-get install -y lcov&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Configure CMake for Coverage&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cmake -B build -DCMAKE_BUILD_TYPE=Debug -DENABLE_COVERAGE=ON&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build &amp;amp; Test&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">|&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> cmake --build build --parallel 2
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> cd build &amp;amp;&amp;amp; ctest --output-on-failure&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Generate lcov Report&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">|&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> lcov --capture --directory . --output-file coverage.info
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> lcov --remove coverage.info &amp;#39;/usr/*&amp;#39; &amp;#39;*_deps/*&amp;#39; &amp;#39;*tests/*&amp;#39; --output-file coverage.info
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> &lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Upload Coverage to Codecov&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">codecov/codecov-action@v3&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">files&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build/coverage.info&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>The &lt;code>lcov --remove&lt;/code> command is used to exclude system headers, third-party libraries, and the test code itself from the coverage measurement. This allows us to obtain the pure coverage of the project-specific source code.&lt;/p>
&lt;h2 id="8-automated-binary-delivery-cd-via-github-releases">8. Automated Binary Delivery (CD) via GitHub Releases
&lt;/h2>&lt;p>We will now build the &amp;ldquo;CD&amp;rdquo; part of CI/CD. When a developer adds and pushes a version tag in Git (e.g., &lt;code>v1.2.0&lt;/code>), it will automatically compile the executable binaries for each OS, package them into ZIPs or Tarballs, and upload them to GitHub Releases.&lt;/p>
&lt;p>In this step, we will use &lt;code>CPack&lt;/code>, a packaging tool bundled with CMake.&lt;/p>
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Package Application (CPack)&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">if&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">startsWith(github.ref, &amp;#39;refs/tags/v&amp;#39;)&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cpack -C Release -V&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Upload Release Assets&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">if&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">startsWith(github.ref, &amp;#39;refs/tags/v&amp;#39;)&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">softprops/action-gh-release@v1&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">files&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">|&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.tar.gz
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.zip
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.sh
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.exe&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">GITHUB_TOKEN&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ secrets.GITHUB_TOKEN }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>With this configuration, simply running &lt;code>git tag v1.0.0&lt;/code> and &lt;code>git push origin v1.0.0&lt;/code> will automatically publish ZIP files for Windows users and Tarballs for Linux/macOS users to the release page without manual intervention. This is an extremely powerful feature for delivering software to users.&lt;/p>
&lt;h2 id="9-complete-workflow-yaml-file">9. Complete Workflow YAML File
&lt;/h2>&lt;p>Below is the complete code for a robust and practical &lt;code>.github/workflows/main.yml&lt;/code>, integrating all the elements discussed so far.&lt;/p>
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;C++ CI/CD Pipeline&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="nt">on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">push&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">branches&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;main&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;develop&amp;#34;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">]&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">tags&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;v*.*.*&amp;#34;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">]&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">pull_request&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">branches&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;main&amp;#34;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">]&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">BUILD_TYPE&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">Release&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="nt">jobs&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">build-and-test&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build [${{ matrix.os }} | ${{ matrix.compiler }}]&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">runs-on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.os }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">strategy&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">fail-fast&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kc">false&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">matrix&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">include&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">gcc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">gcc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">g++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">windows-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">msvc&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cl&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cl&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">os&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">macos-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">apple-clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">c_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">cpp_compiler&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">clang++&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">steps&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Checkout Repository&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">actions/checkout@v4&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Configure CMake&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">CC&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.c_compiler }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">CXX&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ matrix.cpp_compiler }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">&amp;gt;&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> cmake -B build
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> -DCMAKE_BUILD_TYPE=${{ env.BUILD_TYPE }}
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> -DENABLE_SANITIZERS=${{ matrix.os == &amp;#39;ubuntu-latest&amp;#39; &amp;amp;&amp;amp; &amp;#39;ON&amp;#39; || &amp;#39;OFF&amp;#39; }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build Project&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cmake --build build --config ${{ env.BUILD_TYPE }} --parallel 2&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Run Unit Tests (CTest)&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">ASAN_OPTIONS&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;detect_leaks=1:symbolize=1&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">UBSAN_OPTIONS&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;print_stacktrace=1&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ctest --build-config ${{ env.BUILD_TYPE }} --output-on-failure --parallel 2&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Package with CPack&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">if&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">startsWith(github.ref, &amp;#39;refs/tags/v&amp;#39;)&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cpack -C ${{ env.BUILD_TYPE }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Create GitHub Release and Upload Assets&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">if&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">startsWith(github.ref, &amp;#39;refs/tags/v&amp;#39;)&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">softprops/action-gh-release@v1&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">files&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">|&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.tar.gz
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> build/*.zip&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">GITHUB_TOKEN&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ secrets.GITHUB_TOKEN }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">coverage&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Code Coverage Analysis&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">runs-on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ubuntu-latest&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">if&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">github.event_name == &amp;#39;pull_request&amp;#39; || github.ref == &amp;#39;refs/heads/main&amp;#39;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">steps&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Checkout Repository&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">actions/checkout@v4&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Install lcov&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">sudo apt-get update &amp;amp;&amp;amp; sudo apt-get install -y lcov&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Configure CMake for Coverage&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cmake -B build -DCMAKE_BUILD_TYPE=Debug -DENABLE_COVERAGE=ON&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build Project&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">cmake --build build --parallel 2&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Run Tests&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">ctest --output-on-failure&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Generate lcov Report&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">working-directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">|&lt;/span>&lt;span class="sd">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> lcov --capture --directory . --output-file coverage.info
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> lcov --remove coverage.info &amp;#39;/usr/*&amp;#39; &amp;#39;*_deps/*&amp;#39; &amp;#39;*tests/*&amp;#39; --output-file coverage.info
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="sd"> &lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Upload Coverage to Codecov&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">codecov/codecov-action@v3&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">files&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">build/coverage.info&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">fail_ci_if_error&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kc">false&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h2 id="10-towards-more-advanced-cicd-static-analysis-and-formatting">10. Towards More Advanced CI/CD (Static Analysis and Formatting)
&lt;/h2>&lt;p>Although detailed explanations are omitted here, in practical operations, it is recommended to incorporate further quality assurance tools into the pipeline.&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Enforcing Clang-Format&lt;/strong>: To reduce the burden of code review, integrate code style checks using &lt;code>clang-format&lt;/code> into CI, failing the pipeline if formatting rules are violated.&lt;/li>
&lt;li>&lt;strong>Static Analysis (Clang-Tidy)&lt;/strong>: To detect potential bugs and inefficient code (such as unnecessary copies) that compiler warnings alone cannot prevent, integrate &lt;code>clang-tidy&lt;/code> into CMake and run it on CI.&lt;/li>
&lt;li>&lt;strong>Leveraging vcpkg / Conan Caches&lt;/strong>: If you use many third-party libraries, building dependencies takes a significant amount of time. By utilizing GitHub Actions&amp;rsquo; &lt;code>actions/cache&lt;/code> to retain vcpkg installed directories or Conan caches, you can drastically reduce build times.&lt;/li>
&lt;/ol>
&lt;h2 id="conclusion">Conclusion
&lt;/h2>&lt;p>Building a CI/CD pipeline for a C++ project might seem like a high hurdle at first glance due to platform dependencies and the complexity of build tools. However, by correctly combining the ecosystems of GitHub Actions, Modern CMake, and CTest/CPack, you can achieve an extremely powerful and automated development flow.&lt;/p>
&lt;p>The cross-platform verification using a matrix strategy, runtime bug detection with sanitizers, coverage measurement, and automated deployment to GitHub Releases explained in this article are best practices widely adopted even in commercial-grade open-source projects.&lt;/p>
&lt;p>An automated CI/CD pipeline minimizes the time developers spend on &amp;ldquo;bug hunting&amp;rdquo; or &amp;ldquo;manual build/release tasks,&amp;rdquo; becoming the ultimate weapon to help them focus on their core, creative coding activities. By all means, introduce it to your C++ projects and realize an agile and secure development life.&lt;/p></description></item><item><title>How to Publish a Hugo Blog for Free and Extremely Fast with Cloudflare Pages or GitHub Pages</title><link>http://kenji.blog/en/p/hugo-hosting-cloudflare-vs-github-pages/</link><pubDate>Sat, 12 Sep 2026 12:00:00 +0900</pubDate><guid>http://kenji.blog/en/p/hugo-hosting-cloudflare-vs-github-pages/</guid><description>&lt;img src="http://kenji.blog/p/hugo-hosting-cloudflare-vs-github-pages/img/eyecatch.jpg" alt="Featured image of post How to Publish a Hugo Blog for Free and Extremely Fast with Cloudflare Pages or GitHub Pages" />&lt;p>When running a website or blog, page speed (performance), operational costs, and security are extremely important factors. In the past, the combination of dynamic CMS (Content Management System) like WordPress and shared hosting was the mainstream, but currently, an architecture known as &amp;lsquo;Jamstack&amp;rsquo; is gaining significant attention. Among them, by combining &amp;ldquo;Hugo&amp;rdquo;, an ultra-fast static site generator (SSG) built in Go, with modern hosting services like Cloudflare Pages and GitHub Pages, it is possible to build a &lt;strong>completely free and blazing fast&lt;/strong> blog environment.&lt;/p>
&lt;p>In this article, we will delve very deeply from a technical perspective into the specific steps to publish a Hugo-based static site with Cloudflare Pages and GitHub Pages, the architectural differences between each platform, the construction of CI/CD (Continuous Integration / Continuous Deployment) using GitHub Actions, DNS optimization, caching strategies, and even the introduction of privacy-friendly web analytics.&lt;/p>
&lt;hr>
&lt;h2 id="1-basics-of-static-site-generators-ssg-and-jamstack">1. Basics of Static Site Generators (SSG) and Jamstack
&lt;/h2>&lt;h3 id="11-why-static-sites">1.1 Why static sites?
&lt;/h3>&lt;p>Traditional dynamic CMS (e.g., WordPress) issue queries to a database (such as MySQL) and dynamically generate HTML on the server-side (like PHP) to return for every user request. While this method offers high flexibility, it has low resilience against sudden traffic spikes (such as going viral or DDoS attacks) and often leads to complicated infrastructure configurations, like placing cache servers (Redis or Varnish) in the front end.&lt;/p>
&lt;p>On the other hand, with Static Site Generators (SSG) adopting the Jamstack (JavaScript, APIs, and Markup) architecture, all HTML files, CSS, and JavaScript are generated in advance (at build time). In response to user requests, the web server (or CDN) simply returns the already generated static files as they are, thereby achieving overwhelming speed and robust security.&lt;/p>
&lt;h3 id="12-the-superiority-of-hugo">1.2 The Superiority of Hugo
&lt;/h3>&lt;p>There are various choices for SSGs such as Next.js, Gatsby, Jekyll, and Astro, but the greatest feature of Hugo is its &lt;strong>build speed&lt;/strong>. Benefiting from concurrent processing in the Go language, building even a site with thousands to tens of thousands of pages is completed in just a few seconds. This significantly reduces wait times in CI/CD pipelines and directly connects to an improved Developer Experience (DX).&lt;/p>
&lt;hr>
&lt;h2 id="2-comparison-of-hosting-service-architectures">2. Comparison of Hosting Service Architectures
&lt;/h2>&lt;p>Where to host the static files generated by Hugo becomes the next challenge. Representative choices include Cloudflare Pages, GitHub Pages, and Netlify, but each has a different network architecture behind it.&lt;/p>
&lt;h3 id="21-cdn-and-edge-computing">2.1 CDN and Edge Computing
&lt;/h3>&lt;p>All of these platforms use globally distributed CDNs (Content Delivery Networks) to deliver content. However, beyond just caching static files, the ability to perform request routing and header rewriting at the PoP (Point of Presence) closest to the user through &amp;ldquo;edge computing&amp;rdquo; serves as a differentiating factor.&lt;/p>
&lt;pre class="mermaid">
graph TD
A[&amp;#34;User (Tokyo)&amp;#34;] --&amp;gt;|Low Latency| B[&amp;#34;Edge Node (NRT)&amp;#34;]
C[&amp;#34;User (New York)&amp;#34;] --&amp;gt;|Low Latency| D[&amp;#34;Edge Node (EWR)&amp;#34;]
E[&amp;#34;User (London)&amp;#34;] --&amp;gt;|Low Latency| F[&amp;#34;Edge Node (LHR)&amp;#34;]
B --&amp;gt; G[&amp;#34;Origin Storage / Object Store&amp;#34;]
D --&amp;gt; G
F --&amp;gt; G
&lt;/pre>
&lt;h3 id="22-github-pages">2.2 GitHub Pages
&lt;/h3>&lt;p>GitHub Pages is a service that allows you to publish HTML, CSS, and JavaScript files directly from a GitHub repository. CDNs like Fastly are used behind the scenes, delivering sufficient performance. However, there are constraints on header customization (e.g., setting &lt;code>Cache-Control&lt;/code> or security headers), and redirect settings rely on HTML meta refresh or Jekyll plugins, making its functions as pure infrastructure somewhat modest.&lt;/p>
&lt;h3 id="23-cloudflare-pages">2.3 Cloudflare Pages
&lt;/h3>&lt;p>Cloudflare Pages is a static site hosting service built on top of Cloudflare&amp;rsquo;s world-class Anycast network (deployed in over 275 cities). It enables overwhelming performance tuning, including standard support for HTTP/3 (QUIC), image optimization, and integration with edge functions (Cloudflare Workers). Additionally, a major benefit is that there are no bandwidth charges, so it can be operated for free no matter how much traffic spikes.&lt;/p>
&lt;h3 id="24-netlify">2.4 Netlify
&lt;/h3>&lt;p>Netlify is a pioneer of Jamstack, offering an all-in-one DX that integrates form features, authentication (Identity), serverless functions, and more. However, exceeding the free tier bandwidth (100GB per month) incurs expensive pay-as-you-go billing, so careful cost management is necessary for blogs that heavily use images and videos.&lt;/p>
&lt;hr>
&lt;h2 id="3-theoretical-calculation-of-performance-and-latency-mathematical-model-with-latex">3. Theoretical Calculation of Performance and Latency (Mathematical Model with LaTeX)
&lt;/h2>&lt;p>In evaluating web performance, reducing latency is the most important metric. Let&amp;rsquo;s model how much latency is reduced by using a CDN (edge) compared to accessing the origin server directly.&lt;/p>
&lt;p>Let the probability that a user&amp;rsquo;s request hits the cache be the &amp;ldquo;Cache Hit Ratio&amp;rdquo;, denoted as $C$. It follows $0 \le C \le 1$.
Let the latency to the origin server be $L_{origin}$, and the latency to the nearest edge node be $L_{edge}$.&lt;/p>
&lt;p>The new average latency $L_{new}$ is calculated as the following expected value:&lt;/p>
$$ L_{new} = C \times L_{edge} + (1 - C) \times (L_{edge} + L_{origin}) $$&lt;p>Simplifying this formula yields the following:&lt;/p>
$$ L_{new} = L_{edge} + (1 - C) \times L_{origin} $$&lt;p>For example, when a user in Tokyo accesses an origin server located on the East Coast of the US (New York), considering the physical distance of the fiber optics and the processing delays at routers, $L_{origin}$ will be roughly 200 ms. On the other hand, by using a CDN like Cloudflare, they can connect to an edge node in Tokyo, reducing $L_{edge}$ to about 10 ms.&lt;/p>
&lt;p>Assuming a cache hit ratio $C = 0.95$ (95%),&lt;/p>
$$ L_{new} = 10 + (1 - 0.95) \times 200 = 10 + 0.05 \times 200 = 10 + 10 = 20 \text{ ms} $$&lt;p>In this way, introducing a CDN can dramatically reduce (by about 90%) the average latency from 210 ms to 20 ms.&lt;/p>
&lt;hr>
&lt;h2 id="4-building-a-cicd-pipeline-using-github-actions">4. Building a CI/CD Pipeline using GitHub Actions
&lt;/h2>&lt;p>To automate the update process for a Hugo blog, we will build a CI/CD pipeline using GitHub Actions. With this setup, simply writing a Markdown article locally and running &lt;code>git push&lt;/code> will automatically trigger the build and deploy to Cloudflare Pages or GitHub Pages.&lt;/p>
&lt;p>The sequence diagram below shows the entire flow from pushing an article to delivering it to the user.&lt;/p>
&lt;pre class="mermaid">
sequenceDiagram
participant U as &amp;#34;User (Author)&amp;#34;
participant G as &amp;#34;GitHub Repo&amp;#34;
participant A as &amp;#34;GitHub Actions&amp;#34;
participant C as &amp;#34;Cloudflare Pages&amp;#34;
participant V as &amp;#34;Visitor&amp;#34;
U-&amp;gt;&amp;gt;G: &amp;#34;git push origin main&amp;#34;
G-&amp;gt;&amp;gt;A: &amp;#34;Trigger Push Event&amp;#34;
A-&amp;gt;&amp;gt;A: &amp;#34;Checkout &amp;amp; Setup Hugo&amp;#34;
A-&amp;gt;&amp;gt;A: &amp;#34;hugo --minify (Build)&amp;#34;
A-&amp;gt;&amp;gt;C: &amp;#34;Deploy to Cloudflare Pages (Direct Upload)&amp;#34;
C--&amp;gt;&amp;gt;A: &amp;#34;Deployment URL (Success)&amp;#34;
V-&amp;gt;&amp;gt;C: &amp;#34;Request Web Page&amp;#34;
C--&amp;gt;&amp;gt;V: &amp;#34;Return Cached HTML (Edge)&amp;#34;
&lt;/pre>
&lt;h3 id="41-deployment-settings-for-cloudflare-pages-direct-upload">4.1 Deployment Settings for Cloudflare Pages (Direct Upload)
&lt;/h3>&lt;p>Cloudflare Pages offers two methods: linking a GitHub repository to build on Cloudflare&amp;rsquo;s infrastructure, or using &amp;ldquo;Direct Upload&amp;rdquo; for static files built via GitHub Actions. If you want to manage Hugo versions more strictly and integrate with other jobs (such as testing and image optimization), building on GitHub Actions and using the Direct Upload method is recommended.&lt;/p>
&lt;p>Below is a practical example of &lt;code>.github/workflows/deploy.yml&lt;/code> for deploying to Cloudflare Pages.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
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&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-yaml" data-lang="yaml">&lt;span class="line">&lt;span class="cl">&lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Deploy Hugo site to Cloudflare Pages&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="nt">on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">push&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">branches&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="s2">&amp;#34;main&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">workflow_dispatch&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="nt">jobs&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">build-and-deploy&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">runs-on&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;ubuntu-latest&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">steps&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Checkout repository&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;actions/checkout@v4&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">submodules&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;recursive&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">fetch-depth&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="m">0&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Setup Hugo&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;peaceiris/actions-hugo@v3&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">hugo-version&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;0.125.0&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">extended&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kc">true&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Build Hugo Site&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">run&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;hugo --minify --gc&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">env&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">HUGO_ENVIRONMENT&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;production&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>- &lt;span class="nt">name&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;Deploy to Cloudflare Pages&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">uses&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;cloudflare/pages-action@v1&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">with&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">apiToken&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ secrets.CLOUDFLARE_API_TOKEN }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">accountId&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ secrets.CLOUDFLARE_ACCOUNT_ID }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">projectName&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;your-project-name&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">directory&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;public&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">gitHubToken&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="l">${{ secrets.GITHUB_TOKEN }}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nt">branch&lt;/span>&lt;span class="p">:&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="s2">&amp;#34;main&amp;#34;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>In this pipeline, HTML/CSS/JS are minified using the &lt;code>--minify&lt;/code> option, and unnecessary files are removed with &lt;code>--gc&lt;/code>. These are the basics of performance optimization.&lt;/p>
&lt;hr>
&lt;h2 id="5-deep-dive-into-dns-settings-custom-domains-and-cname--alias-records">5. Deep Dive into DNS Settings: Custom Domains and CNAME / ALIAS Records
&lt;/h2>&lt;p>When using a custom domain (e.g., &lt;code>kenji.blog&lt;/code>), proper configuration of DNS (Domain Name System) is essential.&lt;/p>
&lt;h3 id="51-cname-record-limitations-and-zone-apex">5.1 CNAME Record Limitations and Zone Apex
&lt;/h3>&lt;p>Typically, when pointing a subdomain (e.g., &lt;code>www.kenji.blog&lt;/code>) to an external service, a &lt;code>CNAME&lt;/code> record is used. However, according to DNS specifications (RFC 1034), a &lt;code>CNAME&lt;/code> record cannot be set on the root domain (also known as the Zone Apex or naked domain, e.g., &lt;code>kenji.blog&lt;/code>). This is due to the rule that the Zone Apex must contain an SOA (Start of Authority) record, NS (Name Server) records, or MX (Mail Exchange) records, and a CNAME cannot coexist with other resource records.&lt;/p>
&lt;h3 id="52-solutions-alias--aname--cname-flattening">5.2 Solutions: ALIAS / ANAME / CNAME Flattening
&lt;/h3>&lt;p>To solve this problem, modern DNS providers offer their own extended features.&lt;/p>
&lt;ul>
&lt;li>&lt;strong>ALIAS / ANAME Records&lt;/strong>: The DNS server dynamically resolves the name and returns the final A record (IP address) to the client. Amazon Route 53 and others support this.&lt;/li>
&lt;li>&lt;strong>CNAME Flattening&lt;/strong>: A feature provided by Cloudflare. It behaves as if a CNAME were set on the Zone Apex, while Cloudflare&amp;rsquo;s authoritative DNS servers transparently return a group of automatically resolved IP addresses (A and AAAA records) to the client.&lt;/li>
&lt;/ul>
&lt;p>When using Cloudflare Pages, delegating the domain&amp;rsquo;s name servers to Cloudflare and utilizing this &amp;ldquo;CNAME Flattening&amp;rdquo; results in the most seamless and high-performance setup.&lt;/p>
&lt;hr>
&lt;h2 id="6-caching-strategies-and-http-header-control">6. Caching Strategies and HTTP Header Control
&lt;/h2>&lt;p>Another key element in accelerating static sites is the &amp;ldquo;caching strategy&amp;rdquo;. In Cloudflare Pages, you can use the generated file (&lt;code>_headers&lt;/code> file) to control HTTP response headers in detail.&lt;/p>
&lt;h3 id="61-edge-cache-vs-browser-cache">6.1 Edge Cache vs Browser Cache
&lt;/h3>&lt;p>Caches can broadly be divided into two types: &amp;ldquo;Edge Cache&amp;rdquo; held on the CDN side, and &amp;ldquo;Browser Cache&amp;rdquo; saved in the user&amp;rsquo;s browser.&lt;/p>
&lt;p>For static files (such as images, CSS, and JS, whose filenames include hashes), it is ideal to let the browser cache them for a long time. On the other hand, to reflect updates immediately in HTML files, it is common to keep their browser cache short (or disabled) and serve them from the edge cache.&lt;/p>
&lt;p>Configuration example of &lt;code>_headers&lt;/code> in Cloudflare Pages:&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt">1
&lt;/span>&lt;span class="lnt">2
&lt;/span>&lt;span class="lnt">3
&lt;/span>&lt;span class="lnt">4
&lt;/span>&lt;span class="lnt">5
&lt;/span>&lt;span class="lnt">6
&lt;/span>&lt;span class="lnt">7
&lt;/span>&lt;span class="lnt">8
&lt;/span>&lt;span class="lnt">9
&lt;/span>&lt;/code>&lt;/pre>&lt;/td>
&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-text" data-lang="text">&lt;span class="line">&lt;span class="cl"># Do not browser-cache HTML files, validate them every time
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">/*.html
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> Cache-Control: public, max-age=0, must-revalidate
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"># Let the browser cache asset files (CSS/JS/images) for 1 year
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">/assets/*
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> Cache-Control: public, max-age=31536000, immutable
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">/img/*
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> Cache-Control: public, max-age=31536000, immutable
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h3 id="62-calculation-formula-for-bandwidth-cost-reduction">6.2 Calculation Formula for Bandwidth Cost Reduction
&lt;/h3>&lt;p>By setting appropriate cache headers, the volume of data transferred from the server (edge) can be greatly reduced. The monthly bandwidth cost $Cost$ is represented by the following model, based on the transfer volume $B_i$ of each resource, the cache hit ratio $C_i$, and the unit price of bandwidth $R$:&lt;/p>
$$ Cost = \sum_{i=1}^{n} \left( B_i \times (1 - C_i) \times R \right) $$&lt;p>Because outbound data transfer is free with Cloudflare ($R = 0$), the direct financial cost becomes $0$. However, when using other infrastructures like GitHub Pages alongside it, or when using something like AWS S3 as a backend, maximizing this cache hit ratio $C_i$ is crucial for reducing infrastructure costs.&lt;/p>
&lt;hr>
&lt;h2 id="7-web-analytics-balancing-privacy-and-performance">7. Web Analytics Balancing Privacy and Performance
&lt;/h2>&lt;p>Running a blog inevitably requires web analytics to understand how many users are visiting. Google Analytics (GA4) has long been the de facto standard, but with recent trends in privacy protection (such as GDPR and CCPA) and the phase-out of third-party cookies, the situation is changing.&lt;/p>
&lt;h3 id="71-impact-on-web-performance">7.1 Impact on Web Performance
&lt;/h3>&lt;p>Introducing Google Analytics (specifically &lt;code>gtag.js&lt;/code> or Google Tag Manager) leads to the loading and execution of numerous external scripts, negatively impacting performance (especially TTFB and main thread blocking time).&lt;/p>
&lt;p>Let&amp;rsquo;s break down site loading times as follows:&lt;/p>
&lt;pre class="mermaid">
pie title Typical Site Loading Times Breakdown
&amp;#34;TTFB (Time to First Byte)&amp;#34; : 15
&amp;#34;Content Download (HTML/CSS)&amp;#34; : 20
&amp;#34;DOM Parsing &amp;amp; Rendering&amp;#34; : 45
&amp;#34;Analytics &amp;amp; Third-party JS&amp;#34; : 20
&lt;/pre>
&lt;p>It is not uncommon for third-party JS analytics tools to account for around 20% to 30% of total load times.&lt;/p>
&lt;h3 id="72-introducing-cloudflare-web-analytics">7.2 Introducing Cloudflare Web Analytics
&lt;/h3>&lt;p>This is where privacy-first, cookieless web analytics tools like Cloudflare Web Analytics and Plausible Analytics are gaining attention.&lt;/p>
&lt;p>Cloudflare Web Analytics works just by embedding a very lightweight JavaScript snippet, and since it doesn&amp;rsquo;t issue cookies, there&amp;rsquo;s no need to install annoying Cookie Consent Banners.&lt;/p>
&lt;p>Implementation in Hugo is also very simple. Just add the provided snippet to &lt;code>layouts/partials/head.html&lt;/code> or &lt;code>layouts/partials/analytics.html&lt;/code>.&lt;/p>
&lt;div class="highlight">&lt;div class="chroma">
&lt;table class="lntable">&lt;tr>&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt">1
&lt;/span>&lt;span class="lnt">2
&lt;/span>&lt;span class="lnt">3
&lt;/span>&lt;span class="lnt">4
&lt;/span>&lt;span class="lnt">5
&lt;/span>&lt;/code>&lt;/pre>&lt;/td>
&lt;td class="lntd">
&lt;pre tabindex="0" class="chroma">&lt;code class="language-html" data-lang="html">&lt;span class="line">&lt;span class="cl">{{ if eq hugo.Environment &amp;#34;production&amp;#34; }}
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&amp;lt;!-- Cloudflare Web Analytics --&amp;gt;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">&amp;lt;&lt;/span>&lt;span class="nt">script&lt;/span> &lt;span class="na">defer&lt;/span> &lt;span class="na">src&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s">&amp;#39;https://static.cloudflareinsights.com/beacon.min.js&amp;#39;&lt;/span> &lt;span class="na">data-cf-beacon&lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="s">&amp;#39;{&amp;#34;token&amp;#34;: &amp;#34;YOUR_CLOUDFLARE_BEACON_TOKEN&amp;#34;}&amp;#39;&lt;/span>&lt;span class="p">&amp;gt;&amp;lt;/&lt;/span>&lt;span class="nt">script&lt;/span>&lt;span class="p">&amp;gt;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c">&amp;lt;!-- End Cloudflare Web Analytics --&amp;gt;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">{{ end }}
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Adding the &lt;code>defer&lt;/code> attribute allows the script to load asynchronously without blocking HTML parsing, letting it run after the DOM is built. This minimizes its impact on initial display speed (LCP: Largest Contentful Paint and FCP: First Contentful Paint).&lt;/p>
&lt;hr>
&lt;h2 id="8-conclusion-and-best-practices">8. Conclusion and Best Practices
&lt;/h2>&lt;p>When running static sites using Hugo, adopting modern hosting platforms like Cloudflare Pages or GitHub Pages provides overwhelming benefits across cost performance, load speed, and security.&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Blazing Fast Builds&lt;/strong>: Leverage Hugo&amp;rsquo;s speed to minimize CI/CD pipeline (GitHub Actions) execution times.&lt;/li>
&lt;li>&lt;strong>Edge Delivery&lt;/strong>: Utilize Cloudflare&amp;rsquo;s edge network to deliver content to global users with millisecond-level latency.&lt;/li>
&lt;li>&lt;strong>Appropriate DNS Configuration&lt;/strong>: Make use of CNAME Flattening to safely and swiftly operate your Zone Apex (custom domain).&lt;/li>
&lt;li>&lt;strong>Caching Strategy Optimization&lt;/strong>: Use &lt;code>_headers&lt;/code> to properly separate browser cache and edge cache based on resource type.&lt;/li>
&lt;li>&lt;strong>Lightweight Analytics&lt;/strong>: Adopt privacy-friendly analytics like Cloudflare Web Analytics that won&amp;rsquo;t compromise performance.&lt;/li>
&lt;/ol>
&lt;p>By combining these, it is possible to build a scalable, robust blog system for free that can withstand massive traffic of several million PVs per month. If you are considering launching a tech blog, corporate site, or portfolio site, be sure to try out this Jamstack + Hugo + Cloudflare Pages setup.&lt;/p></description></item></channel></rss>