Build AI Agents, APIs, and Full-Stack Apps with Meta Muse Code & Muse Spark

<p>As AI developer tooling expands, vertically integrated ecosystems offer powerful alternatives for building software. In this comprehensive three-hour course on the freeCodeCamp.org YouTube channel, instructor Andrew Brown walks through how to build applications and autonomous agent workflows using Meta's Muse ecosystem, including the Muse Spark model and the Muse Code terminal harness.</p> <p>This course explores everything from low-level API integrations to full-stack project orchestration using agentic tooling:</p> <ul> <li><p><strong>Model Overview and Benchmarks</strong><br>Understand where Muse Spark and the open-weights Glimmer models fit in terms of cost, performance, and multilingual reasoning capabilities.</p> </li> <li><p><strong>API Integrations and Compatibility</strong><br>Learn how to connect to Meta's REST API using standard OpenAI and Anthropic client SDKs without needing proprietary wrappers.</p> </li> <li><p><strong>Agent Frameworks</strong><br>Build autonomous workflows and interactive tasks using LangChain and agent SDKs across Python and TypeScript.</p> </li> <li><p><strong>Muse Code Harness</strong><br>Master Meta's native terminal coding harness, including project initialization with agents.md, custom skill creation, and automated goal decomposition.</p> </li> <li><p><strong>Full-Stack Project Build</strong><br>Watch an end-to-end build of a retro-inspired social tech community platform, featuring a lightweight Go backend with SQLite, containerized services with Docker Compose, and a responsive frontend interface.</p> </li> <li><p><strong>Developer Control and Tooling</strong><br>Configure reasoning effort levels, manage context compaction, adjust sandbox guardrails with bubblewrap, and connect external tools via the Model Context Protocol (MCP).</p> </li> </ul> <p>Watch the full course on the <a href="http://freeCodeCamp.org">freeCodeCamp.org</a> YouTube channel (3-hour watch).</p> <div class="embed-wrapper"><iframe width="560" height="315" src="https://www.youtube.com/embed/b-P5ZQ1NxxE" style="aspect-ratio: 16 / 9; width: 100%; height: auto;" title="YouTube video player" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen="" loading="lazy"></iframe></div>