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News, guides, and engineering deep dives.

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

Company Oct 21, 2025·5 min read

Introducing Factor House 2.0 🚀

Today we introduce Flex for Apache Flink, and announce the Factor Platform, the future of distributed systems engineering.

Company Oct 21, 2025·4 min read

Factor House Product VPAT

We first published a VPAT in the release notes of Kpow for Apache Kafka v92.4, with one available in every Kpow release since. We are extending that commitment to all future Factor House releases.

Company Oct 21, 2025·4 min read

From Bootstrap to Blackbird: The Future of Factor House

Factor House has closed a $5M seed round led by Blackbird Ventures to accelerate the commercial release of the Factor Platform, ending a five-year bootstrapped journey.

Product Oct 21, 2025·7 min read

Introducing Kpow's new API

Kpow's new API lets you manage topics, consumer groups, and monitor Kafka clusters directly from your own tools, mirroring the functionality of the Kpow user interface.

Company Oct 21, 2025·3 min read

Factor House launches open community Slack

Factor House has opened a public Slack for anyone working with streaming data, offering faster peer-to-peer support, open discussion, and a friendly on-ramp for newcomers.

Industry Oct 21, 2025·2 min read

Kafka 4.1 Release: Queues, Stream Groups, and More

Apache Kafka 4.1 has landed with queue support in preview, improved Kafka Streams coordination, and new security and metrics features for real-time data systems.

Industry Oct 21, 2025·6 min read

Kafka 3.2.0: idempotent producer breaking change

Apache Kafka KIP-679 changes the default Producer configuration to enable idempotence by default. This can cause message production to fail after updating to the 3.2.0 kafka-client libraries.

Company Oct 21, 2025·3 min read

Operatr.IO has a new name: Meet Factor House

Operatr.IO is now Factor House, an independent, engineering-led software house that builds Kpow, an enterprise tool for Apache Kafka.

Company Oct 21, 2025·3 min read

Our Commitment to Engineers

With our funding announcement and the upcoming Factor Platform launch, some customers are asking what it means for Kpow and Flex. Here's our answer: at Factor House, we're here for engineers.