This course explores everything from low-level API integrations to full-stack project orchestration using agentic tooling:

• Model Overview and Benchmarks
  Understand where Muse Spark and the open-weights Glimmer models fit in terms of cost, performance, and multilingual reasoning capabilities.

• API Integrations and Compatibility
  Learn how to connect to Meta's REST API using standard OpenAI and Anthropic client SDKs without needing proprietary wrappers.

• Agent Frameworks
  Build autonomous workflows and interactive tasks using LangChain and agent SDKs across Python and TypeScript.

• Muse Code Harness
  Master Meta's native terminal coding harness, including project initialization with agents.md, custom skill creation, and automated goal decomposition.

• Full-Stack Project Build
  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.

• Developer Control and Tooling
  Configure reasoning effort levels, manage context compaction, adjust sandbox guardrails with bubblewrap, and connect external tools via the Model Context Protocol (MCP).

Watch the full course on the freeCodeCamp.org YouTube channel (3-hour watch).