Diagram of many requests converging on a single overloaded service.

Mastering the Thundering Herd Problem: Mitigations, Caching Strategies, and Production-Ready Patterns

This post walks engineers through the root causes of the thundering herd problem and shows concrete, production‑ready patterns—especially with Kafka and Redis—to keep latency low and resources stable.

May 26, 2026 · 7 min · 1297 words · martinuke0
Diagram of a retrieval‑augmented generation pipeline with vector store and LLM.

Architecting Production-Ready Retrieval-Augmented Generation: Patterns, Scalability, and Enterprise Infrastructure Services

A deep dive into designing, scaling, and operating Retrieval‑Augmented Generation pipelines in the enterprise, with concrete patterns and service choices.

May 26, 2026 · 7 min · 1416 words · martinuke0
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.

May 26, 2026 · 6 min · 1234 words · martinuke0
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.

May 26, 2026 · 7 min · 1280 words · martinuke0
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.

May 26, 2026 · 7 min · 1380 words · martinuke0
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