<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Dev Container on DevOps-OS</title><link>https://chefgs.github.io/devops_os_mcp/docs/dev-container/</link><description>Recent content in Dev Container on DevOps-OS</description><generator>Hugo</generator><language>en-us</language><atom:link href="https://chefgs.github.io/devops_os_mcp/docs/dev-container/index.xml" rel="self" type="application/rss+xml"/><item><title>Version Management</title><link>https://chefgs.github.io/devops_os_mcp/docs/dev-container/version-management/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://chefgs.github.io/devops_os_mcp/docs/dev-container/version-management/</guid><description>&lt;h2 id="overview">Overview&lt;a class="anchor" href="#overview">#&lt;/a>&lt;/h2>
&lt;p>DevOps-OS provides a comprehensive version management system for dev containers that allows you to:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Track and manage versions&lt;/strong> of programming languages and tools via environment variables&lt;/li>
&lt;li>&lt;strong>Receive security recommendations&lt;/strong> for outdated or vulnerable versions&lt;/li>
&lt;li>&lt;strong>Use LTS or latest versions&lt;/strong> based on your release strategy&lt;/li>
&lt;li>&lt;strong>Persist version preferences&lt;/strong> to &lt;code>.env&lt;/code> files for team consistency&lt;/li>
&lt;li>&lt;strong>Update versions programmatically&lt;/strong> via MCP tools&lt;/li>
&lt;/ul>
&lt;h2 id="environment-variables">Environment Variables&lt;a class="anchor" href="#environment-variables">#&lt;/a>&lt;/h2>
&lt;p>All version configuration uses the &lt;code>DEVOPS_OS_VERSION_&lt;/code> prefix for environment variables. Set these in your shell profile, Docker environment, or &lt;code>.env&lt;/code> file.&lt;/p></description></item><item><title>MCP Dev Container Setup</title><link>https://chefgs.github.io/devops_os_mcp/docs/dev-container/mcp-setup/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://chefgs.github.io/devops_os_mcp/docs/dev-container/mcp-setup/</guid><description>&lt;h1 id="mcp-dev-container-module">MCP Dev Container Module&lt;a class="anchor" href="#mcp-dev-container-module">#&lt;/a>&lt;/h1>
&lt;p>The DevOps-OS MCP Dev Container module enables AI assistants (Claude, ChatGPT, Cursor, etc.) to generate production-ready development container configurations through natural language prompts.&lt;/p>
&lt;hr>
&lt;h2 id="overview">Overview&lt;a class="anchor" href="#overview">#&lt;/a>&lt;/h2>
&lt;p>The MCP Dev Container module provides an intelligent API for creating customized dev container configurations that include:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Multi-language support&lt;/strong>: Python, Java, Go, Node.js, Rust, Ruby, C/C++, PHP, C#, Kotlin, and more&lt;/li>
&lt;li>&lt;strong>CI/CD tool integration&lt;/strong>: Docker, Podman, GitHub Actions, Jenkins, GitLab CI, Terraform, Kubectl, Helm&lt;/li>
&lt;li>&lt;strong>Kubernetes utilities&lt;/strong>: K9s, Kustomize, ArgoCD, Flux, KinD, Minikube, OpenShift CLI&lt;/li>
&lt;li>&lt;strong>Build systems&lt;/strong>: Maven, Gradle, Make, CMake, Ant&lt;/li>
&lt;li>&lt;strong>Code analysis tools&lt;/strong>: SonarQube, ESLint, Pylint, Checkstyle, PMD&lt;/li>
&lt;li>&lt;strong>DevOps platforms&lt;/strong>: Prometheus, Grafana, ELK Stack, Nexus Repository&lt;/li>
&lt;li>&lt;strong>Automatic VS Code extension recommendations&lt;/strong> based on selected tools&lt;/li>
&lt;li>&lt;strong>Port forwarding setup&lt;/strong> for services like Grafana, Prometheus, Jenkins, etc.&lt;/li>
&lt;/ul>
&lt;hr>
&lt;h2 id="using-with-ai-assistants">Using with AI Assistants&lt;a class="anchor" href="#using-with-ai-assistants">#&lt;/a>&lt;/h2>
&lt;h3 id="claude-desktop">Claude Desktop&lt;a class="anchor" href="#claude-desktop">#&lt;/a>&lt;/h3>
&lt;p>Configure your Claude Desktop to use the DevOps-OS MCP server:&lt;/p></description></item><item><title>Language-Specific Setup Guides</title><link>https://chefgs.github.io/devops_os_mcp/docs/dev-container/language-guides/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://chefgs.github.io/devops_os_mcp/docs/dev-container/language-guides/</guid><description>&lt;h1 id="language-specific-dev-container-guides">Language-Specific Dev Container Guides&lt;a class="anchor" href="#language-specific-dev-container-guides">#&lt;/a>&lt;/h1>
&lt;p>Comprehensive setup guides for each supported programming language in the DevOps-OS dev container.&lt;/p>
&lt;hr>
&lt;h2 id="python">Python&lt;a class="anchor" href="#python">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start">Quick Start&lt;a class="anchor" href="#quick-start">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages python &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --python-version 3.12 &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools make &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --code-analysis-tools pylint,sonarqube&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;python&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;build_tools&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;make&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;code_analysis&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;pylint&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;sonarqube&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools">Included Tools&lt;a class="anchor" href="#included-tools">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: Python 3.12 (configurable)&lt;/li>
&lt;li>&lt;strong>Package Manager&lt;/strong>: pip, poetry (optional)&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: pytest with coverage&lt;/li>
&lt;li>&lt;strong>Linting&lt;/strong>: pylint, black, isort&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with Python extension, Pylance&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows">Common Workflows&lt;a class="anchor" href="#common-workflows">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Create a FastAPI + async development environment&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages python &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --code-analysis-tools pylint &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools make
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Data science with Python&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages python &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --python-version 3.12 &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools make&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="javascript--nodejs">JavaScript / Node.js&lt;a class="anchor" href="#javascript--nodejs">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-1">Quick Start&lt;a class="anchor" href="#quick-start-1">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages javascript,node &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --node-version &lt;span class="m">22&lt;/span> &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools make &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --code-analysis-tools eslint&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-1">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-1">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;javascript&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;node&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;typescript&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;code_analysis&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;eslint&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-1">Included Tools&lt;a class="anchor" href="#included-tools-1">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: Node.js 22 (configurable)&lt;/li>
&lt;li>&lt;strong>Package Manager&lt;/strong>: npm, yarn&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: Jest, Mocha, Vitest&lt;/li>
&lt;li>&lt;strong>Linting&lt;/strong>: ESLint, Prettier&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with ESLint, Prettier extensions&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows-1">Common Workflows&lt;a class="anchor" href="#common-workflows-1">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># React + TypeScript development&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages javascript,typescript,node &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --code-analysis-tools eslint
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Full-stack application (Node.js + React)&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages javascript,typescript,node &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions,terraform &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools kubectl,helm,k9s&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="go">Go&lt;a class="anchor" href="#go">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-2">Quick Start&lt;a class="anchor" href="#quick-start-2">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages go &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --go-version 1.25.0 &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-2">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-2">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;go&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;terraform&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;kubernetes&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;kubectl&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;helm&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-2">Included Tools&lt;a class="anchor" href="#included-tools-2">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: Go 1.25.0 (configurable)&lt;/li>
&lt;li>&lt;strong>Package Manager&lt;/strong>: Go modules&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: go test, testify&lt;/li>
&lt;li>&lt;strong>Build&lt;/strong>: go build, goreleaser&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with Go extension, delve debugger&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows-2">Common Workflows&lt;a class="anchor" href="#common-workflows-2">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Microservice development with Kubernetes&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages go &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,terraform,kubectl,helm &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools k9s,kustomize,argocd_cli
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># CLI tool development&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages go &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="java">Java&lt;a class="anchor" href="#java">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-3">Quick Start&lt;a class="anchor" href="#quick-start-3">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages java &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --java-version &lt;span class="m">21&lt;/span> &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools maven,gradle&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-3">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-3">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;java&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;jenkins&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;build_tools&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;maven&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;gradle&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-3">Included Tools&lt;a class="anchor" href="#included-tools-3">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: OpenJDK 21 (configurable)&lt;/li>
&lt;li>&lt;strong>Build&lt;/strong>: Maven 3.9+, Gradle 8.4+&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: JUnit 5, Testcontainers&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with Java Pack, Maven, Gradle extensions&lt;/li>
&lt;li>&lt;strong>Debugging&lt;/strong>: Remote debugging support&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows-3">Common Workflows&lt;a class="anchor" href="#common-workflows-3">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Spring Boot microservice&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages java &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --java-version &lt;span class="m">21&lt;/span> &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools maven &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions,kubernetes
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Enterprise application with Jenkins&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages java &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --java-version &lt;span class="m">21&lt;/span> &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools gradle &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,jenkins&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="rust">Rust&lt;a class="anchor" href="#rust">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-4">Quick Start&lt;a class="anchor" href="#quick-start-4">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages rust &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --rust-version latest&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-4">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-4">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;rust&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-4">Included Tools&lt;a class="anchor" href="#included-tools-4">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: Rust (latest toolchain)&lt;/li>
&lt;li>&lt;strong>Package Manager&lt;/strong>: Cargo&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: cargo test&lt;/li>
&lt;li>&lt;strong>Toolchain&lt;/strong>: rustup, cargo-fmt, cargo-clippy&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with rust-analyzer&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows-4">Common Workflows&lt;a class="anchor" href="#common-workflows-4">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># System programming with Kubernetes integration&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages rust &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools kubectl,helm
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># CLI tool development&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages rust &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="ruby">Ruby&lt;a class="anchor" href="#ruby">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-5">Quick Start&lt;a class="anchor" href="#quick-start-5">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages ruby &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --ruby-version 3.3&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-5">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-5">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;ruby&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-5">Included Tools&lt;a class="anchor" href="#included-tools-5">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Runtime&lt;/strong>: Ruby 3.3 (configurable)&lt;/li>
&lt;li>&lt;strong>Package Manager&lt;/strong>: Bundler, RubyGems&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: RSpec, Minitest&lt;/li>
&lt;li>&lt;strong>Web Frameworks&lt;/strong>: Rails, Sinatra, Hanami&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with Ruby extension&lt;/li>
&lt;/ul>
&lt;hr>
&lt;h2 id="c--c">C / C++&lt;a class="anchor" href="#c--c">#&lt;/a>&lt;/h2>
&lt;h3 id="quick-start-6">Quick Start&lt;a class="anchor" href="#quick-start-6">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages c,cpp &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools cmake,make&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="recommended-configuration-6">Recommended Configuration&lt;a class="anchor" href="#recommended-configuration-6">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-json" data-lang="json">&lt;span class="line">&lt;span class="cl">&lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;languages&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;c&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cpp&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;build_tools&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cmake&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;make&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">},&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;cicd&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;docker&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>&lt;span class="p">,&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="nt">&amp;#34;github_actions&amp;#34;&lt;/span>&lt;span class="p">:&lt;/span> &lt;span class="kc">true&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="included-tools-6">Included Tools&lt;a class="anchor" href="#included-tools-6">#&lt;/a>&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Compilers&lt;/strong>: GCC, Clang&lt;/li>
&lt;li>&lt;strong>Build&lt;/strong>: CMake, Make&lt;/li>
&lt;li>&lt;strong>Testing&lt;/strong>: Google Test (GTest), Catch2&lt;/li>
&lt;li>&lt;strong>Debugging&lt;/strong>: GDB, LLDB&lt;/li>
&lt;li>&lt;strong>IDE&lt;/strong>: VS Code with C++ Tools, CMake Tools&lt;/li>
&lt;/ul>
&lt;h3 id="common-workflows-5">Common Workflows&lt;a class="anchor" href="#common-workflows-5">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># System programming with containers&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages c,cpp &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools cmake &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Embedded systems development&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages c &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools cmake,make&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="multi-language-projects">Multi-Language Projects&lt;a class="anchor" href="#multi-language-projects">#&lt;/a>&lt;/h2>
&lt;h3 id="full-stack-application-backend--frontend">Full-Stack Application (Backend + Frontend)&lt;a class="anchor" href="#full-stack-application-backend--frontend">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Python backend + React frontend&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages python,javascript,typescript,node &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,github_actions,terraform &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools kubectl,helm,k9s &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --devops-tools prometheus,grafana&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="microservices-architecture">Microservices Architecture&lt;a class="anchor" href="#microservices-architecture">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Go services + Python automation + TypeScript admin dashboard&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages go,python,typescript,node &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,terraform,kubectl,helm &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools k9s,kustomize,argocd_cli,flux &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --devops-tools prometheus,grafana,elk&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;h3 id="legacy-system-modernization">Legacy System Modernization&lt;a class="anchor" href="#legacy-system-modernization">#&lt;/a>&lt;/h3>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">&lt;span class="c1"># Java legacy + Go new services + Python scripts&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">python -m devops_os.core.scaffold_devcontainer &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --languages java,go,python &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --build-tools maven,gradle,make &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --cicd-tools docker,jenkins,github_actions &lt;span class="se">\
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="se">&lt;/span> --kubernetes-tools kubectl,helm&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="environment-variables">Environment Variables&lt;a class="anchor" href="#environment-variables">#&lt;/a>&lt;/h2>
&lt;p>All configuration can be set via environment variables for CI/CD integration:&lt;/p></description></item></channel></rss>