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Workflows

End-to-end guides showing how PromptKit components work together.

These workflows demonstrate complete development processes using multiple PromptKit components. Each workflow walks through a real-world scenario from start to finish.

Build and test an LLM application using Runtime, Arena, and PackC.

You’ll learn:

  • Setting up a new project with Runtime
  • Writing tests with PromptArena
  • Packaging with PackC
  • Local development iteration

Time: 30 minutes

Comprehensive testing strategy for LLM applications.

You’ll learn:

  • Unit testing with SDK
  • Integration testing with Runtime
  • Evaluation testing with Arena
  • CI/CD integration

Time: 45 minutes

Deploy an LLM application to production.

You’ll learn:

  • Packaging for deployment
  • Configuration management
  • Monitoring and observability
  • Rollback strategies

Time: 60 minutes

Complete application using all PromptKit components.

You’ll learn:

  • Frontend integration
  • Backend architecture
  • State management
  • Production best practices

Time: 90 minutes

Use workflows when you:

  • Want to see the big picture
  • Need end-to-end guidance
  • Are starting a new project
  • Want to understand component interactions

Don’t use workflows when:

  • You need specific component details → See component docs
  • You want API reference → See Reference
  • You have a specific task → See How-To Guides

PromptKit has four main components:

Runtime

  • Core library for building LLM applications
  • Pipeline-based architecture
  • Multi-provider support
  • Production-ready features

SDK

  • Higher-level abstractions
  • Simplified conversation management
  • Quick prototyping
  • Built on Runtime

PromptArena

  • Testing and evaluation tool
  • Automated testing
  • Provider comparison
  • Quality assurance

PackC

  • Prompt packaging tool
  • Version control for prompts
  • Template management
  • Distribution format
Diagram
  1. New to PromptKit? Start with Getting Started
  2. Building an app? See Development Workflow
  3. Testing focus? See Testing Workflow
  4. Deploying? See Deployment Workflow
  • Check component-specific documentation for details
  • See Examples for code samples
  • Review Concepts for foundational understanding