# How Neon's lakebase architecture stays resilient to cloud failures

DevFeed: [How Neon's lakebase architecture stays resilient to cloud failures](<https://devfeed.tech/articles/how-neon-s-lakebase-architecture-stays-resilient-to-cloud-failures-5771.md>)

Original publisher: [Read original article](<https://neon.com/blog/resilience-to-failures-in-agentic-era>)

Author: Jasraj Dange

Published: 2026-05-27T12:00:00Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [Cloud](<https://devfeed.tech/topics/cloud.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [autoscaling](<https://devfeed.tech/topics/autoscaling.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [autoscaling](<https://devfeed.tech/tags/autoscaling.md>), [availability](<https://devfeed.tech/tags/availability.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-infrastructure](<https://devfeed.tech/tags/cloud-infrastructure.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [production](<https://devfeed.tech/tags/production.md>), [serverless](<https://devfeed.tech/tags/serverless.md>)

## AI overview

An engineering article explains how Neon's lakebase architecture is being designed for resilience as agentic workloads increase control-plane traffic, demand on serverless and autoscaling infrastructure, and pressure on cloud capacity. It highlights separated compute and storage, stateless Postgres compute, remote durable storage, and high availability as foundations for recovering from cloud and hardware failures.

## Source excerpt

In the last year, agents have strained the limits of cloud infrastructure with new usage patterns: higher throughput of control-plane operations, more demand for on-demand infrastructure, and capacity crunch. The resulting spate of failures and incidents amongst cloud services has taught us lessons that inform our reliability roadmap...