martinuke0's Blog

Diagram of microservices exchanging saga events over a message bus.

Implementing the Saga Pattern for Distributed Transactions: Consistency Architecture in Modern E-commerce Systems

A deep dive into building a saga‑based transaction flow for online stores, covering choreography vs orchestration, Kafka integration, and real‑world compensation strategies.

Diagram of GCP service architecture for production workloads.

Architecting Google Cloud Platform: Service Architecture, Scalability, and Security for Production Workloads

A hands‑on guide for engineers building production workloads on GCP, covering service decomposition, autoscaling strategies, and hardened security controls.

Diagram of epoll vs io_uring architecture.

Deep Dive into Linux I/O Evolution: From epoll Mastery to io_uring Architecture and Performance

A practical walkthrough of epoll’s design, its limits, and how io_uring reshapes asynchronous I/O for modern cloud workloads.

Illustration of Go goroutine workers stealing tasks from each other's queues.

Deep Dive into the Go Work-Stealing Scheduler: Internal Mechanics and Production Performance Patterns

A practical walkthrough of Go’s work‑stealing runtime, from GOMAXPROCS to preemption, with production‑grade patterns and performance tuning tips.

RocksDB compaction diagram on a server rack.

Optimizing LSM-tree Compaction in RocksDB: A Deep Dive into Write Amplification and Performance Tuning

Learn how to cut write amplification in RocksDB with concrete compaction settings, architecture insights, and production‑ready tuning tips.