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Chapter 71: Agent Framework Integration

Connect your custom models to the agent stack you built in Parts 6-7. This chapter builds an llm-integration skill for OpenAI/Anthropic/Google SDKs and MCP servers.

Goals​

  • Wire custom models into OpenAI/Anthropic/Google agent SDKs
  • Expose models through MCP servers for interoperability
  • Ensure type/contract compatibility with your clients
  • Package integration patterns in a reusable skill

Lesson Progression​

  • Build the integration skill
  • SDK integrations across providers
  • MCP server exposure and testing
  • Contract/compatibility checks
  • Capstone: custom model powering your Task API agents; finalize the skill

Outcome & Method​

You finish with your tuned model integrated into agent frameworks and MCP, plus a reusable integration skill.

Prerequisites​

  • Chapters 63-70 (data through serving)
  • Part 6 agent patterns; Part 7 deployment context