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News, guides, and engineering deep dives.

Practical guidance on Kafka, Flink, Iceberg, and real-time data.

Kafka Jun 2, 2026·15 min read

How Adidas uses Apache Kafka in production

A deep-dive into Adidas's Kafka architecture — covering observability at 100 billion messages per day, self-service topic provisioning, and custom GoLang tooling.

Kafka Jun 2, 2026·13 min read

How Apple uses Apache Kafka in production

A deep-dive into Apple's Kafka architecture — covering their managed internal platform, Strimzi on EKS, tiered storage, zero-data-movement balancing, and mTLS migration.

Kafka Jun 2, 2026·11 min read

How Barclays uses Apache Kafka in production

A deep-dive into Barclays' Kafka architecture — covering dual-environment deployment on AWS and IBM Z-Linux, operating practices, and the broader streaming stack.

Kafka Jun 2, 2026·19 min read

How Datadog uses Apache Kafka in production

A deep-dive into Datadog's Kafka architecture — covering use cases, scale, engineering decisions, and key contributors across hundreds of clusters.

Guides Jun 2, 2026·38 min read

Apache Kafka architecture: a complete guide

A complete guide to Apache Kafka architecture: internals, components, KRaft, replication, consumers, Connect, Streams, and deployment options.

Kafka Jun 2, 2026·23 min read

How Netflix uses Apache Kafka in production

A deep-dive into Netflix's Kafka architecture, covering the Keystone pipeline, Data Mesh platform, scale figures from 700 billion to 2 trillion events per day, and the engineering decisions behind it.

Kafka Jun 2, 2026·16 min read

How New Relic uses Apache Kafka in production

A deep-dive into New Relic's Kafka architecture — covering use cases, scale, engineering decisions and key contributors.

Kafka Jun 2, 2026·12 min read

How Notion uses Apache Kafka in production

A deep-dive into Notion's Kafka architecture — covering use cases, scale, engineering decisions, and key contributors across their data lake and AI pipelines.

Kafka Jun 2, 2026·19 min read

How PagerDuty uses Apache Kafka in production

A deep-dive into PagerDuty's Kafka architecture, covering event ingestion, notification scheduling, task execution, and the engineering decisions behind each.