# CockroachDB

CockroachDB is a distributed SQL database platform providing relational consistency, horizontal scalability, distributed architecture, and a SQL interface.

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## AI

DevFeed: [AI](<https://devfeed.tech/articles/ai-23741.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/ai>)

Published: 2026-09-15T02:59:12.316196Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Security](<https://devfeed.tech/topics/security.md>), [Google](<https://devfeed.tech/topics/google.md>), [Protocol (disambiguation)](<https://devfeed.tech/topics/protocol.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [databases](<https://devfeed.tech/tags/databases.md>), [google](<https://devfeed.tech/tags/google.md>), [security](<https://devfeed.tech/tags/security.md>), [vector-search](<https://devfeed.tech/tags/vector-search.md>)

### AI overview

An AI-focused Cockroach Labs blog category page listing articles about agent-to-agent communication, AI agent security, database isolation, compliance, resilience, identity, vector search, operations automation, and durable execution with CockroachDB.

### Source excerpt

Blog ai A2A Is Now an Open Standard. The Data Layer Underneath It Isn't. In April 2025, Google released a protocol for agent-to-agent communication. Within three months, Google had donated it to the Linux Foundation... Quentin Packard August 19, 2026 Multi-Tenant AI Agents: Why Data Isolation Starts at the Database Most SaaS teams shipping agentic features focus on prompt safety and API-layer filtering. But effective AI agent security also depends on...

## How Does CockroachDB Automate SQL User Lifecycle Management?

DevFeed: [How Does CockroachDB Automate SQL User Lifecycle Management?](<https://devfeed.tech/articles/how-does-cockroachdb-automate-sql-user-lifecycle-management-23818.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/sql-user-lifecycle-management-automation>)

Author: Pritesh Lahoti,Biplav Saraf,Sourav Sarangi

Published: 2026-08-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [IAM](<https://devfeed.tech/topics/iam.md>), [identity and access management](<https://devfeed.tech/topics/identity-and-access-management.md>), [active directory](<https://devfeed.tech/topics/active-directory.md>), [Entra ID](<https://devfeed.tech/topics/entra-id.md>), [okta](<https://devfeed.tech/topics/okta.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [active-directory](<https://devfeed.tech/tags/active-directory.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [entra-id](<https://devfeed.tech/tags/entra-id.md>), [iam](<https://devfeed.tech/tags/iam.md>), [identity-and-access-management](<https://devfeed.tech/tags/identity-and-access-management.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [okta](<https://devfeed.tech/tags/okta.md>)

### AI overview

The article addresses how CockroachDB automates SQL user lifecycle management and notes that large enterprises commonly rely on identity provider and identity and access management platforms such as Okta, Microsoft Entra ID, Microsoft Active Directory, and Ory.

### Source excerpt

Fortune 1000 enterprises widely rely on major Identity Provider (IdP) and Identity and Access Management (IAM) platforms like Okta, Microsoft Entra ID, Microsoft Active Directory, and Ory.

## Core Banking Modernization with Temenos Core and CockroachDB

DevFeed: [Core Banking Modernization with Temenos Core and CockroachDB](<https://devfeed.tech/articles/core-banking-modernization-with-temenos-core-and-cockroachdb-23772.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/core-banking-modernization-temenos-cockroachdb>)

Author: Nanda Badrappan,Muruga Balakrishnan

Published: 2026-08-24T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [Transactions](<https://devfeed.tech/topics/transactions.md>), [legacy](<https://devfeed.tech/topics/legacy.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [systems](<https://devfeed.tech/topics/systems.md>), [on-prem](<https://devfeed.tech/topics/on-prem.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [data-infrastructure](<https://devfeed.tech/tags/data-infrastructure.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [on-prem](<https://devfeed.tech/tags/on-prem.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [sql](<https://devfeed.tech/tags/sql.md>), [transactions](<https://devfeed.tech/tags/transactions.md>)

### AI overview

This article explains why banks are modernizing legacy core banking infrastructure. It describes how Temenos Core and CockroachDB are positioned to support real-time transaction processing, continuous availability, distributed operations, resilience, and regulatory requirements.

### Source excerpt

Banking has become an always-on business. Customers expect instant payments, accurate balances, and continuous access to financial services...

## CockroachDB Kubernetes Operator launches with full lifecycle automation

DevFeed: [CockroachDB Kubernetes Operator launches with full lifecycle automation](<https://devfeed.tech/articles/database-aware-kubernetes-operations-are-here-23765.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/cockroachdb-kubernetes-operator>)

Author: Ethan Shmargad,Pritesh Lahoti

Published: 2026-08-05T00:00:00Z

Content type: release

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [production](<https://devfeed.tech/tags/production.md>), [scalability](<https://devfeed.tech/tags/scalability.md>)

### AI overview

Cockroach Labs announces the CockroachDB Kubernetes Operator, designed to connect CockroachDB-aware operations with Kubernetes. It provides lifecycle automation for deployment, upgrades, scaling, certificate rotation, and storage management, and supports multi-region deployments and workflows including Helm, GitOps, private registries, and air-gapped environments.

### Source excerpt

The production-proven K8s operator is now available with full lifecycle automation, zero-downtime migration, as well as the flexibility and scalability to fit how your team actually works.

## How to Consolidate Your Database Stack for Production AI

DevFeed: [How to Consolidate Your Database Stack for Production AI](<https://devfeed.tech/articles/how-to-consolidate-your-database-stack-for-production-ai-23773.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/database-consolidation-production-ai>)

Author: David Weiss

Published: 2026-07-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [complexity](<https://devfeed.tech/tags/complexity.md>), [consistency](<https://devfeed.tech/tags/consistency.md>), [databases](<https://devfeed.tech/tags/databases.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [latency](<https://devfeed.tech/tags/latency.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [redis](<https://devfeed.tech/tags/redis.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [scale](<https://devfeed.tech/tags/scale.md>), [vector-database](<https://devfeed.tech/tags/vector-database.md>), [vector-search](<https://devfeed.tech/tags/vector-search.md>)

### AI overview

This guide examines consolidating PostgreSQL, Redis, and a dedicated vector database into CockroachDB for production AI applications. It discusses operational complexity, consistency, latency, resilience, scale, and the tradeoffs of using a single operational database.

### Source excerpt

When builders ship AI-powered applications, the data layer quietly becomes the hardest part of the stack.

## How BetterTracker Replaced Its Vector Store with CockroachDB

DevFeed: [How BetterTracker Replaced Its Vector Store with CockroachDB](<https://devfeed.tech/articles/how-bettertracker-replaced-its-vector-store-with-cockroachdb-23754.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/bettertracker-replaced-vector-store-cockroachdb>)

Author: Yohan Shirazi

Published: 2026-07-15T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [AI search](<https://devfeed.tech/topics/ai-search.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Software as a service](<https://devfeed.tech/topics/saas.md>), [Transactions](<https://devfeed.tech/topics/transactions.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-platform](<https://devfeed.tech/tags/ai-platform.md>), [availability](<https://devfeed.tech/tags/availability.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [consistency](<https://devfeed.tech/tags/consistency.md>), [data](<https://devfeed.tech/tags/data.md>), [database](<https://devfeed.tech/tags/database.md>), [rag](<https://devfeed.tech/tags/rag.md>), [saas](<https://devfeed.tech/tags/saas.md>), [search](<https://devfeed.tech/tags/search.md>), [soc2](<https://devfeed.tech/tags/soc2.md>), [transactions](<https://devfeed.tech/tags/transactions.md>), [vector-database](<https://devfeed.tech/tags/vector-database.md>), [vector-search](<https://devfeed.tech/tags/vector-search.md>)

### AI overview

BetterTracker replaced a standalone vector database by running transactional workloads and vector search together on CockroachDB. The article describes how this supports the company's AI-powered platform while reducing infrastructure complexity and compliance risk.

### Source excerpt

BetterTracker eliminated a standalone vector database by running OLTP and vector search together on CockroachDB--cutting costs, complexity, and compliance risk in one move.

## Announcing the CIS Benchmark for CockroachDB v25.x

DevFeed: [Announcing the CIS Benchmark for CockroachDB v25.x](<https://devfeed.tech/articles/announcing-the-cis-benchmark-for-cockroachdb-v25-x-23757.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/cis-benchmark-cockroachdb-security>)

Author: Adam Brennick,Ayog Mohanty

Published: 2026-07-14T00:00:00Z

Content type: release

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Security](<https://devfeed.tech/topics/security.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Database](<https://devfeed.tech/topics/database.md>), [Self-hosted](<https://devfeed.tech/topics/self-hosted.md>)

Tags: [announce](<https://devfeed.tech/tags/announce.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [fedramp](<https://devfeed.tech/tags/fedramp.md>), [government](<https://devfeed.tech/tags/government.md>), [hipaa](<https://devfeed.tech/tags/hipaa.md>), [pci-dss](<https://devfeed.tech/tags/pci-dss.md>), [published](<https://devfeed.tech/tags/published.md>), [security](<https://devfeed.tech/tags/security.md>), [security-best-practices](<https://devfeed.tech/tags/security-best-practices.md>), [security-research](<https://devfeed.tech/tags/security-research.md>), [self-hosted](<https://devfeed.tech/tags/self-hosted.md>), [standard](<https://devfeed.tech/tags/standard.md>)

### AI overview

The Center for Internet Security has published the CIS CockroachDB v25.x Benchmark, providing a consensus-driven security configuration guide for self-hosted CockroachDB deployments. The article explains how the benchmark can support standardized security practices, audits, compliance reviews, and production configuration validation.

### Source excerpt

We're proud to announce that the Center for Internet Security (CIS) has published the CIS CockroachDB v25.x Benchmark.

## How to Automate CockroachDB Operations with AI Using Cockroach University

DevFeed: [How to Automate CockroachDB Operations with AI Using Cockroach University](<https://devfeed.tech/articles/how-to-automate-cockroachdb-operations-with-ai-using-cockroach-university-23744.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/ai-cockroachdb-training-courses>)

Author: Nathan Zamecnik

Published: 2026-07-13T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Agent Skills](<https://devfeed.tech/topics/agent-skills.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [maintenance](<https://devfeed.tech/topics/maintenance.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Disaster Recovery](<https://devfeed.tech/topics/disaster-recovery.md>), [Security](<https://devfeed.tech/topics/security.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [disaster-recovery](<https://devfeed.tech/tags/disaster-recovery.md>), [maintenance](<https://devfeed.tech/tags/maintenance.md>), [observability](<https://devfeed.tech/tags/observability.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

The article describes CockroachDB Agent Skills, a public repository of machine-executable operational workflows that AI agents such as Claude Code and Cursor can use. It also introduces three Cockroach University courses covering rolling restarts, encryption at rest, and planned node maintenance, along with a free trial of the CockroachDB Training Subscription.

### Source excerpt

AI agents aren't just changing how applications interact with databases, they're changing how teams operate them.

## Durable Execution with DBOS and CockroachDB

DevFeed: [Durable Execution with DBOS and CockroachDB](<https://devfeed.tech/articles/durable-execution-with-dbos-and-cockroachdb-23782.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/embedded-durable-execution-dbos-cockroachdb>)

Author: Amine El Kouhen, Ph.D.

Published: 2026-07-08T00:00:00Z

Content type: tutorial

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Database](<https://devfeed.tech/topics/database.md>), [Python](<https://devfeed.tech/topics/python.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [python](<https://devfeed.tech/tags/python.md>), [self-healing](<https://devfeed.tech/tags/self-healing.md>), [typescript](<https://devfeed.tech/tags/typescript.md>)

### AI overview

This article explains how DBOS provides durable execution for long-running AI agent workflows by embedding workflow state persistence directly in a Python or TypeScript application database. It contrasts this approach with Temporal's separate orchestration service and describes pairing DBOS with CockroachDB.

### Source excerpt

Modern AI applications are no longer single-shot inference calls. They are long-running agents that plan, act, observe, and retry across time.

## How CockroachDB and IBM LinuxONE Rockhopper 5 Power Resilient AI Infrastructure

DevFeed: [How CockroachDB and IBM LinuxONE Rockhopper 5 Power Resilient AI Infrastructure](<https://devfeed.tech/articles/how-cockroachdb-and-ibm-linuxone-rockhopper-5-power-resilient-ai-infrastructure-23791.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/ibm-linuxone-rockhopper-5-ai-infrastructure>)

Author: Kyle Basile

Published: 2026-07-07T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [NVIDIA DGX](<https://devfeed.tech/topics/nvidia-dgx.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [ibm](<https://devfeed.tech/topics/ibm.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [availability](<https://devfeed.tech/tags/availability.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [consistency](<https://devfeed.tech/tags/consistency.md>), [customers](<https://devfeed.tech/tags/customers.md>), [data](<https://devfeed.tech/tags/data.md>), [digital](<https://devfeed.tech/tags/digital.md>), [distributed](<https://devfeed.tech/tags/distributed.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [failover](<https://devfeed.tech/tags/failover.md>), [financial](<https://devfeed.tech/tags/financial.md>), [ibm](<https://devfeed.tech/tags/ibm.md>), [identity](<https://devfeed.tech/tags/identity.md>), [identity-and-access](<https://devfeed.tech/tags/identity-and-access.md>), [identity-and-access-management](<https://devfeed.tech/tags/identity-and-access-management.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

The article explains how enterprise AI workloads increase requirements for continuous data availability, high concurrency, real-time decision-making, and elastic scaling. It presents IBM LinuxONE Rockhopper 5 and CockroachDB as infrastructure and data-platform components for resilient AI applications, including semantic retrieval, embeddings, agent memory, and transactional consistency.

### Source excerpt

Why does AI require a new approach to infrastructure?

## RoachFest London 2026 Recap: CockroachDB Roadmap and Production Stories

DevFeed: [RoachFest London 2026 Recap: CockroachDB Roadmap and Production Stories](<https://devfeed.tech/articles/roachfest-london-2026-recap-an-astronaut-ai-agents-amazingness-23809.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/roachfest-london-2026-recap>)

Author: Rob Reid

Published: 2026-07-02T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [london](<https://devfeed.tech/tags/london.md>), [recap](<https://devfeed.tech/tags/recap.md>)

### AI overview

A first-person recap of RoachFest London 2026 covering Cockroach Labs' CockroachDB roadmap, including storage, physical and virtual clusters, and specialized AI operations agents. It also highlights Form3's cloud-agnostic, active/active/active payment-platform architecture across AWS, GCP, and Azure.

### Source excerpt

RoachFest London 2026 has been and gone, and I'm still buzzing.

## Why Agent Loops Fail in Production (and the Database Patterns That Fix Them)

DevFeed: [Why Agent Loops Fail in Production (and the Database Patterns That Fix Them)](<https://devfeed.tech/articles/why-agent-loops-fail-in-production-and-the-database-patterns-that-fix-them-23732.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/agent-loops-production-database-patterns>)

Author: Quentin Packard

Published: 2026-07-01T00:00:00Z

Content type: tutorial

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Loop Engineering](<https://devfeed.tech/topics/loop-engineering.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [article](<https://devfeed.tech/tags/article.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [loops](<https://devfeed.tech/tags/loops.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [production](<https://devfeed.tech/tags/production.md>)

### AI overview

This article explains why AI agent loops can fail in production even when the underlying model reasons correctly. It focuses on database state, recovery, consistency, and auditability, with patterns and working code for PostgreSQL and CockroachDB.

### Source excerpt

Agent loops fail in production for reasons that have little to do with the model, and everything to do with what happens to their state between iterations.

## Agentic AI Architecture: How CockroachDB Supports Memory, Context, and Control

DevFeed: [Agentic AI Architecture: How CockroachDB Supports Memory, Context, and Control](<https://devfeed.tech/articles/agentic-ai-architecture-how-cockroachdb-supports-memory-context-and-control-23734.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/agentic-ai-architecture-memory-control>)

Author: Alejandro Infanzon

Published: 2026-06-11T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Agentic AI Architecture](<https://devfeed.tech/topics/agentic-ai-architecture.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Architecture](<https://devfeed.tech/topics/ai-architecture.md>), [context](<https://devfeed.tech/topics/context.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [data](<https://devfeed.tech/topics/data.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [audit](<https://devfeed.tech/topics/audit.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agentic-ai-architecture](<https://devfeed.tech/tags/agentic-ai-architecture.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-architecture](<https://devfeed.tech/tags/ai-architecture.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [audit](<https://devfeed.tech/tags/audit.md>), [backend](<https://devfeed.tech/tags/backend.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [context](<https://devfeed.tech/tags/context.md>), [data](<https://devfeed.tech/tags/data.md>), [database](<https://devfeed.tech/tags/database.md>), [databases](<https://devfeed.tech/tags/databases.md>), [durability](<https://devfeed.tech/tags/durability.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [latency](<https://devfeed.tech/tags/latency.md>), [low-latency](<https://devfeed.tech/tags/low-latency.md>), [memory](<https://devfeed.tech/tags/memory.md>)

### AI overview

This article explains how CockroachDB can support enterprise agentic AI architectures by storing durable agent state, long-term memory, retrieval metadata, schema context, permissions, execution metadata, cost information, latency telemetry, and SQL audit trails. It presents the database as an operational layer for observing, governing, and improving autonomous agent behavior.

### Source excerpt

What happens when you connect a fleet of autonomous AI agents to your enterprise data stack? You quickly discover...

## RoachFest London 2026 Preview: CockroachDB Conference Sessions on Databases, Resilience, and AI Agents

DevFeed: [RoachFest London 2026 Preview: CockroachDB Conference Sessions on Databases, Resilience, and AI Agents](<https://devfeed.tech/articles/roachfest-london-2026-preview-ai-agents-and-an-astronaut-walk-into-a-database-conference-23808.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/roachfest-london-2026-preview>)

Author: Rob Reid

Published: 2026-06-09T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Databases](<https://devfeed.tech/topics/databases.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [agents](<https://devfeed.tech/tags/agents.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [london](<https://devfeed.tech/tags/london.md>), [resilience](<https://devfeed.tech/tags/resilience.md>)

### AI overview

A preview of RoachFest London 2026, Cockroach Labs' annual database conference in London. The article outlines sessions on database architecture, production resilience, durable state for AI agents, and CockroachDB's product roadmap.

### Source excerpt

Cockroach Labs has been hosting our annual database conference since 2022, and I'm honored to be MCing RoachFest London for the third year running.

## Scalable Leader Leases for Distributed SQL Databases: CockroachDB at SIGMOD 2026

DevFeed: [Scalable Leader Leases for Distributed SQL Databases: CockroachDB at SIGMOD 2026](<https://devfeed.tech/articles/scalable-leader-leases-for-distributed-sql-databases-cockroachdb-at-sigmod-2026-23779.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/distributed-database-leader-leases>)

Author: Rebecca Taft

Published: 2026-05-26T00:00:00Z

Content type: release

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Raft](<https://devfeed.tech/topics/raft.md>), [systems](<https://devfeed.tech/topics/systems.md>), [health checks](<https://devfeed.tech/topics/health-checks.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [consensus](<https://devfeed.tech/tags/consensus.md>), [distributed](<https://devfeed.tech/tags/distributed.md>), [paper](<https://devfeed.tech/tags/paper.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

Cockroach Labs announces a SIGMOD 2026 paper on scalable leader leases for multi-consensus groups in CockroachDB. The paper addresses lease-management overhead in distributed SQL databases, where coordinating leases across very large numbers of replicated data ranges can consume CPU and slow recovery from failures.

### Source excerpt

We are pleased to announce that Cockroach Labs has a new paper appearing at SIGMOD 2026: Scalable Leader Leases For Multi Consensus Groups in CockroachDB.

## CockroachDB + Memori Labs: Keeping Agent Context Alive

DevFeed: [CockroachDB + Memori Labs: Keeping Agent Context Alive](<https://devfeed.tech/articles/cockroachdb-memori-labs-keeping-agent-context-alive-23733.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/agent-memory-database-cockroachdb-memori>)

Author: Harsh Shah

Published: 2026-05-12T00:00:00Z

Content type: opinion

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [context](<https://devfeed.tech/topics/context.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [genai](<https://devfeed.tech/topics/genai.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [Embeddings](<https://devfeed.tech/topics/embeddings.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [context](<https://devfeed.tech/tags/context.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [genai](<https://devfeed.tech/tags/genai.md>), [rag](<https://devfeed.tech/tags/rag.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

This article presents Memori Labs as a durable memory layer for agentic and GenAI applications, using CockroachDB as a Postgres-compatible system of record. It explains that persistent, governed memory can preserve context across interactions, improve retrieval, reduce repeated prompt context, and help control latency and token costs.

### Source excerpt

Agents get better when they learn from interactions over time.

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

DevFeed: [CockroachDB Bring Your Own Cloud (BYOC) Is Now Available in Public Preview](<https://devfeed.tech/articles/cockroachdb-bring-your-own-cloud-byoc-is-now-available-in-public-preview-23764.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/cockroachdb-byoc-public-preview>)

Author: David Bressler,Devarshi Shah

Published: 2026-05-11T00:00:00Z

Content type: release

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [AWS IAM](<https://devfeed.tech/topics/aws-iam.md>), [Security](<https://devfeed.tech/topics/security.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [backups](<https://devfeed.tech/topics/backups.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [audit-trail](<https://devfeed.tech/tags/audit-trail.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [backups](<https://devfeed.tech/tags/backups.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [iam](<https://devfeed.tech/tags/iam.md>), [observability](<https://devfeed.tech/tags/observability.md>), [preview](<https://devfeed.tech/tags/preview.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

CockroachDB announces the public preview of Bring Your Own Cloud (BYOC) for CockroachDB Cloud Advanced. BYOC runs clusters in a customer's AWS, GCP, or Azure account while Cockroach Labs manages provisioning, upgrades, backups, and day-to-day database operations.

### Source excerpt

For a certain set of customers, the conversation about CockroachDB Cloud always hits the same wall.

## Becca Taft on Building CockroachDB Systems for Production Scale

DevFeed: [Becca Taft on Building CockroachDB Systems for Production Scale](<https://devfeed.tech/articles/building-distributed-systems-for-the-real-world-how-becca-taft-engineers-for-scale-23756.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/building-distributed-systems-for-scale-becca-taft>)

Author: David Weiss

Published: 2026-04-16T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [scale](<https://devfeed.tech/tags/scale.md>)

### AI overview

A profile of Becca Taft, Director of Engineering at Cockroach Labs, covering her path into distributed databases and her work on CockroachDB's SQL layer. It discusses applying database theory to production systems that must handle diverse customer workloads without regressions.

### Source excerpt

When Becca Taft first sat in on one of Michael Stonebraker's research group meetings at MIT, she wasn't planning to work on databases.

## How CockroachDB v26.1 Uses Elastic Admission Control and Go Scheduler Changes for Background Work

DevFeed: [How CockroachDB v26.1 Uses Elastic Admission Control and Go Scheduler Changes for Background Work](<https://devfeed.tech/articles/yields-are-up-latencies-are-down-goroutine-scheduling-in-cockroachdb-23789.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/goroutine-scheduling-elastic-admission-control-cockroachdb>)

Author: David Taylor

Published: 2026-04-14T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Go Language](<https://devfeed.tech/topics/go-language.md>), [Concurrent Programming](<https://devfeed.tech/topics/concurrent-programming.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [cpu](<https://devfeed.tech/topics/cpu.md>)

Tags: [background-work](<https://devfeed.tech/tags/background-work.md>), [backups](<https://devfeed.tech/tags/backups.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [elastic](<https://devfeed.tech/tags/elastic.md>), [latency](<https://devfeed.tech/tags/latency.md>), [processes](<https://devfeed.tech/tags/processes.md>), [statistics](<https://devfeed.tech/tags/statistics.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

This article explains how CockroachDB v26.1 uses elastic admission control and a change to the Go runtime scheduler to let background work use spare CPU capacity while limiting its impact on query latency.

### Source excerpt

CockroachDB runs background work -- backups, schema changes, statistics collection, changefeeds -- in the same processes that serve user queries. Traditionally, this creates a tension...

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

DevFeed: [Multi-Region Database Architecture: Three Patents on SQL Abstractions, Data Placement, and Locality-Aware Query Planning](<https://devfeed.tech/articles/multi-region-database-architecture-three-patents-on-sql-abstractions-data-placement-and-locality-aware-query-planning-23797.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/multi-region-database-architecture-sql-placement-locality>)

Author: Rebecca Taft

Published: 2026-04-09T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Databases](<https://devfeed.tech/topics/databases.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [Availability](<https://devfeed.tech/topics/availability.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [databases](<https://devfeed.tech/tags/databases.md>), [distributed-system](<https://devfeed.tech/tags/distributed-system.md>), [latency](<https://devfeed.tech/tags/latency.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

This article explains three Cockroach Labs patents covering SQL abstractions for multi-region database architecture, replica placement and data domiciling, and locality-aware query planning. It describes how these mechanisms address resilience, availability, compliance, data residency, and latency across regions.

### Source excerpt

Multi-region deployments are often motivated by resilience: If a region goes down, your system should keep serving traffic. But resilience is only part of the story.

## Test Database Resilience with the CockroachDB Fault Tolerance Demo

DevFeed: [Test Database Resilience with the CockroachDB Fault Tolerance Demo](<https://devfeed.tech/articles/test-database-resilience-with-the-cockroachdb-fault-tolerance-demo-23774.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/database-fault-tolerance-demo-cockroachdb>)

Author: David Bressler,Ayushi Jain

Published: 2026-04-08T00:00:00Z

Content type: tutorial

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Demo](<https://devfeed.tech/topics/demo.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [consistency](<https://devfeed.tech/topics/consistency.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [consistency](<https://devfeed.tech/tags/consistency.md>), [demo](<https://devfeed.tech/tags/demo.md>), [failover](<https://devfeed.tech/tags/failover.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [production](<https://devfeed.tech/tags/production.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [verify](<https://devfeed.tech/tags/verify.md>)

### AI overview

This article explains how to use CockroachDB's Fault Tolerance Demo to trigger a real availability zone failure and observe availability, performance, consistency, failover, and replica rebalancing. The Public Preview demo is available to CockroachDB Cloud Advanced customers through the Cloud Console and should be run on a dedicated test or staging cluster.

### Source excerpt

The CockroachDB database fault tolerance demo lets you trigger a real availability zone (AZ) failure within your cluster.

## Cockroach Labs and Netlution Partner to Accelerate Database Modernization in Germany

DevFeed: [Cockroach Labs and Netlution Partner to Accelerate Database Modernization in Germany](<https://devfeed.tech/articles/cockroach-labs-and-netlution-partner-to-accelerate-database-modernization-in-germany-23766.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/cockroachdb-netlution-partnership-germany-database-modernization>)

Author: Tushar Ghotikar

Published: 2026-04-06T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Cockroach Labs](<https://devfeed.tech/topics/cockroach-labs.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [digital sovereignty](<https://devfeed.tech/topics/digital-sovereignty.md>), [legacy](<https://devfeed.tech/topics/legacy.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [implementation](<https://devfeed.tech/topics/implementation.md>)

Tags: [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [digital-sovereignty](<https://devfeed.tech/tags/digital-sovereignty.md>), [digital-transformation](<https://devfeed.tech/tags/digital-transformation.md>), [germany](<https://devfeed.tech/tags/germany.md>), [implementation](<https://devfeed.tech/tags/implementation.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [partner](<https://devfeed.tech/tags/partner.md>)

### AI overview

Cockroach Labs and Germany-based IT consulting firm Netlution have entered a strategic partnership to help enterprises in EMEA adopt resilient, distributed SQL for mission-critical applications. The collaboration combines CockroachDB's cloud-native architecture with Netlution's local delivery expertise to support database modernization, data sovereignty, compliance, and legacy-system transformation.

### Source excerpt

The data landscape for European enterprises is shifting, shaped by an intersection of technological ambition and a sophisticated regulatory environment.

## Building Resilient Fintech Infrastructure for Scale

DevFeed: [Building Resilient Fintech Infrastructure for Scale](<https://devfeed.tech/articles/why-does-fintech-break-at-scale-build-for-resilience-23785.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/fintech-infrastructure-resilience-at-scale>)

Author: David Weiss

Published: 2026-04-02T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Resilience](<https://devfeed.tech/topics/resilience.md>), [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>), [Database](<https://devfeed.tech/topics/database.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [legacy](<https://devfeed.tech/topics/legacy.md>)

Tags: [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [fintech](<https://devfeed.tech/tags/fintech.md>), [fraud-detection](<https://devfeed.tech/tags/fraud-detection.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [outages](<https://devfeed.tech/tags/outages.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [uptime](<https://devfeed.tech/tags/uptime.md>)

### AI overview

The article argues that fintech and quant firms need resilient data infrastructure to handle growth, real-time payments, instant settlement, AI-driven fraud detection, and cross-border compliance. It describes the limits of legacy database architectures and presents SumUp's migration from PostgreSQL to CockroachDB as an example of improved resilience and near-zero downtime.

### Source excerpt

The fintech companies and quant firms that define the next decade aren't just building better products. They're succeeding with more resilient fintech infrastructure.

## ccloud CLI: The "Agent-Ready" Database CLI

DevFeed: [ccloud CLI: The "Agent-Ready" Database CLI](<https://devfeed.tech/articles/ccloud-cli-the-agent-ready-database-cli-23760.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/cockroachdb-ai-agents-cli-database-automation>)

Author: Biplav Saraf

Published: 2026-03-25T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Database](<https://devfeed.tech/topics/database.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [alert triage](<https://devfeed.tech/topics/alert-triage.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [Security](<https://devfeed.tech/topics/security.md>), [Slack](<https://devfeed.tech/topics/slack.md>), [backups](<https://devfeed.tech/topics/backups.md>), [Replication](<https://devfeed.tech/topics/replication.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [alert-triage](<https://devfeed.tech/tags/alert-triage.md>), [automation](<https://devfeed.tech/tags/automation.md>), [backups](<https://devfeed.tech/tags/backups.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [database](<https://devfeed.tech/tags/database.md>), [replication](<https://devfeed.tech/tags/replication.md>), [security](<https://devfeed.tech/tags/security.md>), [slack](<https://devfeed.tech/tags/slack.md>)

### AI overview

This article describes how CockroachDB's ccloud CLI enables AI agents to automate database operations, including alert triage, cluster health checks, maintenance-window management, backup verification, audit-log review, and replication-health checks. It emphasizes permission-based guardrails and auditable CLI actions.

### Source excerpt

Production database operations for AI agents, with enterprise security built in.

[Next page](<https://devfeed.tech/topics/cockroachdb.md?cursor=WyIyMDI2LTAzLTI1VDAwOjAwOjAwKzAwOjAwIiwgImIzNWQ5ZDY2LTQ0NjUtNDg2Ni05NDQ1LWU4ZDkyMzI0MWEwNSJd>)