The Cockroach Labs Blog

From retail investing and global card payments to large-scale lending, fintech platforms are being pushed to their limits. User expectations are rising, regulations are tightening, and transaction volumes are growing faster and more unpredictably than ever before. Across these domains, one theme is emerging clearly: traditional databases struggle to keep up with modern financial workloads at scale.

Becca Weng

February 2, 2026

Before AI workloads entered production en masse, infrastructural resilience was already key to mission-critical applications. But in 2026, resilience alone won’t be enough. The real challenge, one that’s already reshaping engineering priorities and strategic business initiatives is resilience at scale.

Becca Weng

January 29, 2026

Data doesn’t just serve the business anymore. Data is the business. Every transaction, every decision, every customer experience depends on having timely, trustworthy insight – not weekly, not daily, but continuously.

Alex Seriy

January 28, 2026

"I'll know it when I see it" is the classic car buyer's line, but it's also the one thing old-school search bars totally fail to deliver. Traditional keyword search fails when a customer wants a car that "looks like this photo from Fast and Furious." This is where vector search comes in, transforming unstructured data into mathematical vectors to find semantically similar items.

Alejandro Infanzon

January 27, 2026

When it comes to real-time applications, resilience isn't a nice-to-have, it’s a necessity. In this post, we’ll walk through a live demo designed to stress-test CockroachDB’s ability to detect anomalies in a stream of financial transactions. Along the way, we’ll simulate production traffic, observe latency under load, and scale our detection pipeline on the fly.

Rob Reid

January 26, 2026

Migrating a database is always a high-stakes operation. Downtime, data correctness, data loss, and customer experience are all on the line. Not to mention the business risk if a migration goes poorly. While there are a number of third-party tools that support data migration to CockroachDB, we have the expertise and insights into our product. We knew we could make migrations as efficient as possible in-house.

Becca Weng

January 21, 2026

Over the past year, it’s become increasingly clear that the most consequential change in AI isn’t happening in models — it’s happening in volume. As agentic systems move from experimentation into production and autonomy, autonomous activity is beginning to rival, and poised to exceed, human-driven traffic across the internet. That shift changes the economics and the physics of software.

Jeff Cotrupe

January 20, 2026

Oracle and Amazon Aurora continue to power many mission-critical applications. As cloud-scale workloads evolve, however, the definition of "enterprise-ready" has fundamentally shifted.

David Weiss

January 16, 2026

Modern applications rely on CockroachDB for workloads where resilience, correctness and availability are absolutely critical. Whether it’s being deployed for payment systems, identity provider systems, or transactional systems, one thing is certain: If the underlying database platform of these applications isn’t secure, nothing built on top of it can be truly secure, either.

Munir Jaber

January 15, 2026