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Advanced Topics

Explore sophisticated workflow patterns, advanced Jetty features, and cutting-edge AI/ML orchestration techniques. This guide covers complex scenarios and provides expert-level guidance for building production-ready AI systems.

Overview​

This guide covers advanced concepts that go beyond basic workflow creation, including:

  • Dynamic Workflow Generation: Creating workflows that adapt based on runtime conditions
  • Multi-Model Orchestration: Sophisticated AI model coordination and comparison
  • Human-in-the-Loop Systems: Seamless integration of human expertise with AI automation
  • Model Evaluation & Optimization: Advanced evaluation techniques and performance optimization
  • Hallucination Detection: Identifying and mitigating AI model hallucinations
  • LLM-as-Judge Systems: Using AI models for evaluation and quality assessment
  • Error Recovery & Resilience: Building fault-tolerant AI workflows
  • Custom Step Development: Extending Jetty with domain-specific functionality

Model Evaluation​

Further Reading​

Ready to implement these advanced patterns? Start with the areas most relevant to your use case and gradually incorporate more sophisticated techniques as your system evolves. Remember that complexity should always serve a purpose - begin with simpler approaches and add advanced features when they provide clear value.