Code-First Reliability in Payment Systems

Payment systems face unique reliability challenges because sandbox environments don't replicate production complexities. Traditional testing approaches fail to catch 'zebra bugs' that only appear in production with real payment providers. The solution is a code-first reliability approach focusing on resilience rather than correctness, using techniques like canary deployments, feature flags, and comprehensive observability to minimize the impact of inevitable failures in production.