Abstract visualization of event streams merging and branching through nodes, representing a Kafka Streams topology.

Designing Kafka Streams Topologies: A Deep Dive into Real-Time Stream Processing for Production

How to design Kafka Streams topologies that survive real production workloads — covering topology shapes, state store sizing, exactly-once semantics, and the failure modes that bite at scale.

September 2, 2026 · 11 min · 2284 words · martinuke0
Diagram of Kafka brokers with partitioned topics and consumer groups.

Mastering Apache Kafka Topic Partitioning and Consumer Group Rebalancing: Architecture, Scaling, and Production Patterns

Learn how to design Kafka partitions and manage consumer group rebalancing at scale, with concrete architecture diagrams, performance tips, and real‑world production patterns.

June 2, 2026 · 7 min · 1334 words · martinuke0
Diagram of a request pipeline highlighting tail latency spikes.

Deep Dive into Tail Latency: Avoiding the Little's Law Trap in High‑Throughput Systems

Learn how Little’s Law can give a false sense of security for latency, and discover concrete engineering patterns—such as request shaping, tail‑latency budgets, and back‑pressure controls—to keep 99th‑percentile response times low in high‑throughput pipelines.

June 2, 2026 · 6 min · 1075 words · martinuke0
Diagram of a commerce saga workflow across microservices.

Implementing the Saga Pattern for Distributed Transactions in Commerce: Architecture and Failure Recovery Patterns

A step‑by‑step guide to building a resilient commerce saga, from service layout to compensating actions and observability.

June 1, 2026 · 8 min · 1495 words · martinuke0
Illustration of microservices exchanging events through Kafka topics.

Architecting Event-Driven Microservices with Kafka and Schema Registry: A Deep Dive into Data Governance

A practical guide that walks engineers through designing, deploying, and governing event‑driven microservices on Kafka, with concrete patterns and code snippets.

June 1, 2026 · 7 min · 1402 words · martinuke0
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