Articles & Writings

A collection of my thoughts on distributed systems, Apache Cassandra, Kubernetes, AI, and the evolving landscape of data infrastructure.

From Database to State Fabric: Imagining Cassandra in 2035

Ten years from now, developers won't choose a database by brand. They'll choose an API. The question for Cassandra is whether we evolve into the universal state fabric that supports any interface d...

Cassandra as Your AI Data Backbone

53% of Cassandra users are actively running AI and ML workloads today, compared to a 35-40% industry baseline. That gap exists because the data patterns AI systems consume map almost exactly onto w...

Why Cassandra Is Winning the Consolidation Game

40% of Cassandra users are consolidating workloads into Cassandra. Only 24% are consolidating away. That gap doesn't come from marketing. It comes from 15 years of production systems that actually ...

The Great Database Consolidation

Most of the data you're paying to store isn't being used. The database sprawl that caused this is expensive in ways that go well beyond storage bills, and enterprises are finally doing something ab...

The Current State of LLMs: Riding the Sigmoid Curve

The AI community is embracing the sigmoid curve - after initial rapid growth, progress starts to level off as we hit natural limitations. Here's what this means for the future of large language mod...

Cassandra on ACID: This Changes Everything

ACID transactions in Apache Cassandra 5.0 fundamentally change what's possible with distributed databases. Here's why this is a game-changer for developers and operators alike.

Building Petabyte-Scale Vector Search with Apache Cassandra

Vector databases are revolutionizing AI applications, but most can't handle true enterprise scale. Here's how Apache Cassandra is changing the game with native vector search capabilities.

Running Cassandra on Kubernetes: The K8ssandra Story

K8ssandra makes deploying Apache Cassandra on Kubernetes production-ready. Here's what we learned building a cloud-native distribution of the world's most scalable database.