Guides

Comprehensive guides to help you build powerful memory-driven workflows with MDWR.

Available Guides

Master Application Flow

Complete guide to building and using the master application workflow. Learn:

• Complete system architecture with 20+ interconnected steps
• Error handling with 5 fallback strategies
• Memory integration throughout
• Security and compliance features
• Performance optimization
• Observability and monitoring

Creating Workflows

Learn how to create workflows, define steps, and use decision structures. Covers:

• Basic workflow patterns
• Step handlers and context
• Conditional execution
• Memory integration patterns

Memory Integration

Master memory integration to make informed decisions. Learn:

• Memory providers (Mock vs Mem0)
• Querying similar decisions
• Using historical insights
• Best practices for memory usage

Replay Modes

Understand different replay modes for testing and optimization:

• Exact replay
• Policy-aware replay
• Memory-informed replay
• Comparing replay results

Workflow Patterns

Basic Pattern

const workflow = Workflow.create("my_workflow")
  .step("step1", handler1, true)
  .step("step2", handler2, true);

Memory-Informed Pattern

.step("decide", async (ctx) => {
  const insights = await ctx.memory.similar({
    situation: "my_decision",
    context: ctx.input
  });
  
  // Use insights to inform decision
  return { decision, reason, confidence };
}, true)

Conditional Pattern

.step("next", async (ctx) => {
  if (ctx.state.previous?.decision !== "approve") {
    return { decision: "skip", reason: "...", confidence: 1.0 };
  }
  // Continue execution
}, true)

Best Practices

1. Use specific situations when querying memory
2. Include relevant context for better similarity matching
3. Check outcomes before using historical decisions
4. Test with replay before deploying policy changes

Next Steps

• Getting Started - If you’re new to MDWR
• API Reference - Complete API documentation
• Examples - Real-world workflow examples
• Architecture - Understand the system design