High-throughput payment gateway & microservices migration
Architected an event-driven payment processing pipeline replacing a legacy monolith. Achieved sub-second transaction settlement with strict zero-downtime requirements.
Navigating Constraints and Legacy Bottlenecks
The client operated a mission-critical billing and payment pipeline processing hundreds of thousands of daily transactions through an aging monolithic codebase. Database connection exhaustion, cascade failure risks during peak volume, and monolithic deployment locks prevented the engineering team from releasing features safely or scaling transaction volume.
Disciplined Architecture & Incremental Execution
Spadeworks designed and executed an incremental strangler-pattern migration. We decomposed the payment flow into asynchronous Go microservices communicating over resilient message queues. We added robust idempotency keys, distributed transaction compensation, and an automated zero-downtime canary deployment pipeline on AWS ECS with comprehensive telemetry.
Measurable Production Outcomes
Achieved 99.99% service availability through peak market settlement windows
Reduced end-to-end payment processing latency from 2.4s to under 240ms
Accelerated feature deployment cycles from bi-weekly freezes to multiple daily production releases
Eliminated transaction drop-offs and redundant settlement errors completely
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