Microservices

Idempotency in distributed systems is the property that saves you after the network lies, the queue retries, the client panics, and the operator hits replay. In production systems, duplicate delivery is normal. Duplicate side effects are the bug.

Apache Flink is a framework for stateful computations over unbounded and bounded data streams.

As AI and ML workloads become increasingly complex, the need for robust orchestration systems has become greater. Go’s simplicity, performance, and concurrency makes it an ideal choice for building the orchestration layer of ML pipelines, even when the models themselves are written in Python.

The Saga pattern provides an elegant solution by breaking distributed transactions into a series of local transactions with compensating actions.

AWS Kinesis has become a cornerstone for building modern event-driven microservices architectures, enabling real-time data processing at scale with minimal operational overhead.

The Backend for Frontend (BFF) pattern combined with GraphQL and Apollo Server creates a powerful architecture for modern web applications.

Discover how to implement and optimize service mesh architectures using Istio and Linkerd. This guide covers deployment strategies, performance comparisons, security configurations, and best practices for production environments.