Posts

Diagram of epoll and io_uring data paths on a Linux kernel.

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

A detailed look at the evolution of Linux asynchronous I/O, comparing epoll and io_uring, and showing how to apply their patterns in high‑throughput services.

Diagram of Kafka brokers with partitioned topics and consumer groups.

Mastering Apache Kafka Topic Partitioning and Consumer Group Rebalancing for Production-Ready Data Pipelines

A deep dive into Kafka partition sizing, rebalance strategies, and production‑grade architecture patterns that keep pipelines fast and reliable.

Illustration of a heap with colored nodes representing tri‑color marking.

Implementing Concurrent Garbage Collection: Tri-Color Marking Architecture and Production Heap Management Strategies

Explore how tri‑color marking powers low‑pause concurrent collectors, see concrete architecture diagrams, and learn production‑grade heap management tricks.

Diagram of a sharded vector database cluster handling billions of embeddings.

Architecting Distributed Vector Databases: Scalability Patterns and Infrastructure for High-Volume Semantic Search

A deep dive into the architecture, scaling patterns, and operational best‑practices for distributed vector stores that enable real‑time semantic search at scale.

Illustration of a distributed workflow with arrows looping back for compensation.

Implementing the Saga Pattern for Distributed Transactions: Architecting Data Consistency in Complex Commerce Workflows

A step‑by‑step guide to building reliable, eventually consistent order flows using Saga, featuring Kafka choreography, compensation actions, and monitoring tricks.