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News, guides, and engineering deep dives.

News, guides, and engineering deep dives on Kafka, Flink, Iceberg, and real-time data.

Kafka Jun 2, 2026·21 min read

How Salesforce uses Apache Kafka in production

A deep-dive into Salesforce's Kafka architecture — covering use cases, scale, engineering decisions and key contributors across a fleet of 100+ clusters processing 3+ trillion events per day.

Kafka Jun 2, 2026·18 min read

How Shopify uses Apache Kafka in production

A deep-dive into Shopify's Kafka architecture — covering CDC at 100,000 records/sec, Kubernetes deployment, the Sarama Go client library, and BFCM scale engineering.

Kafka Jun 2, 2026·15 min read

How Tencent uses Apache Kafka in production

A deep-dive into Tencent's Kafka architecture — covering their federated cluster design, 20 trillion messages per day, KIP contributions, and tiered storage at Tencent Cloud.

Kafka Jun 2, 2026·16 min read

How Wix uses Apache Kafka in production

A deep-dive into Wix's Kafka architecture: 66 billion daily messages, 2,200+ microservices, the Greyhound SDK, Confluent Cloud migration, and operating 500,000+ partitions across 4 regions.

Comparisons Jun 1, 2026·16 min read

Conduktor: Review, pricing, and best alternatives in 2026

Conduktor review for 2026: pricing, strengths, deployment trade-offs, and how it compares to alternatives for enterprise Kafka governance teams.

Kafka May 30, 2026·18 min read

How Airbnb uses Apache Kafka in production

A deep-dive into Airbnb's Kafka architecture — covering six production systems, 35+ billion daily events, SpinalTap CDC, Flink-based personalisation, and Kafka as a write-ahead log.

Kafka May 30, 2026·14 min read

How Bytedance uses Apache Kafka in production

Kafka May 30, 2026·16 min read

How Cloudflare uses Apache Kafka in production

A deep-dive into Cloudflare's Kafka architecture: use cases at trillion-message scale, 14 clusters, internal tooling decisions, and the engineering lessons behind a decade of Kafka operations.

Kafka May 30, 2026·21 min read

How DoorDash uses Apache Kafka in production

A deep-dive into DoorDash's Kafka architecture — covering the Iguazu event platform, Flink-based ML feature pipelines, self-serve topic governance, and the engineering decisions behind hundreds of billions of daily events.