Use Cases

Flux is particularly well-suited for:

Data Processing Pipelines

• ETL workflows
• Data transformation
• Batch processing
• Stream processing

Integration Workflows

• API orchestration
• Service integration
• Event-driven processes
• Microservice coordination

Business Process Automation

• Order processing
• Document handling
• Approval workflows
• Multi-step operations

Machine Learning Operations

• Model training pipelines
• Data preparation workflows
• Feature engineering
• Model deployment processes

AI Agent Workflows

• Multi-agent pipelines (research → write → edit)
• Conversational agents with stateful pause/resume
• Code review with specialized skills (security, performance)
• RAG (Retrieval Augmented Generation) systems
• Function-calling agents with real-time tool use

MCP Tool Integration

• Dynamic tool discovery from MCP servers
• LLM-driven workflow management assistants
• Multi-server tool orchestration
• Authenticated external service integration