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News, guides, and engineering deep dives.

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

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.

Kafka Jun 2, 2026·25 min read

How Pinterest uses Apache Kafka in production

A deep-dive into Pinterest's Kafka architecture — covering use cases, scale, engineering decisions, and key contributors. From 15 million to 40 million messages per second across 3,000 brokers.

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: pricing and alternatives

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