# MAY your agents always remember

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No Stale Reads

May’s looking resilient, and agents just got smarter. Inside: A fault tolerance demo, Postgres vs CockroachDB, and the latest on distributed data architecture for AI.

Latest & Greatest

Save your spot.

Why do multi-agent systems need memory engineering?

Multi-agent systems are smart but not always coordinated. Without shared memory, agents re-retrieve the same context, repeat operations that already happened, and quietly rack up token costs at up to 15x the rate of single-agent systems without always agreeing on what's actually true.

The fix isn't better prompting or choosing another model. It's better memory infrastructure. Join us on Tuesday, May 19 at 1PM ET / 10AM PT to see why!

Save your spot →

Tune in.

How can agents recover from failures and interruptions?

In this latest episode of Big Ideas in App Architecture, David talks with Peter Kraft, co-founder of DBOS, about a new approach to durable execution. DBOS is a lightweight, database-backed library that checkpoints program state so applications can resume after crashes, upgrades, or API failures. Originating from Stanford research with Matei Zaharia and Michael Stonebraker, the idea is to make software as durable as data by storing application state in the database.

Tune in →

See the results.

Autonomous agents behave differently from humans…

…and that difference reshapes the demands placed on your database. While PostgreSQL remains an excellent and reliable database, its single-node architecture runs counter to the core requirements of modern AI systems—concurrency, resilience, and geographic distribution. We tested Postgres against CockroachDB at agentic load to show why distributed data architecture is ideal for AI infrastructure.

See the results →

Learn more.

Test your database’s fault tolerance

Now available in Public Preview, the new CockroachDB database fault tolerance demo lets you trigger a real availability zone (AZ) failure within your cluster. Users can observe how the system maintains availability, performance, and data consistency under disruption. (Hint: You’ll see that the database keeps running, and you can see what a real run looks like above.)

Learn more →

Upcoming events & webinars

Webinars

May 19: Architecting Persistent Memory for Multi-Agent Systems (with Memori Labs)

Events

June 10: AWS Summit Los Angeles

June 15-18: Indentiverse Las Vegas

June 17: AWS Summit New York

June 25: RoachFest London

View all events →

What we’re reading

CockroachDB Bring Your Own Cloud (BYOC) Is Now Available in Public Preview

CockroachDB + Memori Labs: Keeping Agent Context Alive

No Prying Eyes: How to Set Up Azure Private Link for CockroachDB

8 AI Use Cases That Depend on Database Resilience

Multi-Region Database Architecture: Three Patents on SQL Abstractions, Data Placement, and Locality-Aware Query Planning

Building Distributed Systems for the Real World: How Becca Taft Engineers for Scale

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