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Eliminated cascading service failures and payment processing disruptions

99.9% system uptime achieved

About AcMe Inc.

Industry
Financial Technology
Company Size
500+ employees

AcMe Inc. is a leading fintech platform providing real-time payment processing and financial services to millions of users worldwide.

The Challenge

AcMe's microservices-based payment processing system faced significant challenges with reliability, observability, and service coordination.

Cascading service failures disrupting payment workflows

Limited visibility into distributed system behavior

Inconsistent retry mechanisms across services

Lack of end-to-end workflow visibility

Complex state management for multi-step transactions

Business Impact

System reliability issues resulted in lost revenue and eroded customer trust. Engineering teams dedicated 40% of their time to production debugging instead of feature development.

The Solution

AcMe adopted LittleHorse to compose payment workflows, delivering durable execution, automated retries, and comprehensive observability.

Implementation Approach

Implementation began with critical payment workflows, then expanded systematically to other business processes.

Architecture

LittleHorse composes workflows across AcMe's microservices architecture, providing centralized coordination and visibility.

Architecture Diagram Placeholder
e.g., System Architecture, LittleHorse Dashboard, Workflow Diagram

Workflow Specification

Payment processing workflow demonstrating durable execution with automatic retries

java
public void processPayment(WorkflowThread wf) {
  WfRunVar paymentId = wf.declareStr("payment-id").required();
  WfRunVar amount = wf.declareDecimal("amount").required();
  
  // Authorize payment
  NodeOutput authResult = wf.execute("authorize-payment", paymentId, amount)
    .withRetries(3);
  
  // Check fraud
  NodeOutput fraudCheck = wf.execute("fraud-check", paymentId)
    .withRetries(2);
  
  // Process if approved
  wf.doIf(
    wf.condition("is-approved", authResult, fraudCheck),
    ifBody -> {
      ifBody.execute("settle-payment", paymentId, amount);
      ifBody.execute("send-notification", paymentId);
    }
  );
}

Why LittleHorse vs Other Solutions

LittleHorse's developer-first design enabled AcMe to integrate workflows seamlessly without code rewrites. Built-in durability and observability removed the need for custom retry logic and distributed tracing infrastructure.

Results

99.9%
System Uptime
Improved from 95.2% to 99.9% uptime
60%
Faster Deployments
Deployment cycles reduced from weeks to days
85%
Fewer Errors
Payment processing errors decreased by 85%
70%
Less Debug Time
Debugging time reduced from hours to minutes

Before

Manual retry logic, fragmented debugging, frequent system failures

After

Automated retries, complete observability, durable workflow execution

Business Impact

AcMe achieved substantial reductions in payment failures, enhanced customer satisfaction, and redirected engineering resources from maintenance to innovation.

Testimonial
"LittleHorse fundamentally changed our approach to distributed systems. We shifted from constant production debugging to building new features. The observability capabilities have been transformative."
Sarah Chen
Sarah Chen
VP of Engineering, AcMe Inc.

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