# GitOps architecture, patterns and anti-patterns

DevFeed: [GitOps architecture, patterns and anti-patterns](<https://devfeed.tech/articles/gitops-architecture-patterns-and-anti-patterns-12153.md>)

Original publisher: [Read original article](<https://platformengineering.org/blog/gitops-architecture-patterns-and-anti-patterns>)

Author: Artem Lajko

Published: 2026-07-23T05:40:01Z

Content type: tutorial

Language: en

Sources: [Platform Engineering Blog](<https://devfeed.tech/sources/platform-engineering-blog.md>)

Topics: [GitOps](<https://devfeed.tech/topics/gitops.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [gitops](<https://devfeed.tech/tags/gitops.md>), [patterns](<https://devfeed.tech/tags/patterns.md>), [reconciliation](<https://devfeed.tech/tags/reconciliation.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

A guide to designing GitOps for production, covering declarative and versioned configuration, pull-based deployment, continuous reconciliation, multi-cluster operation, and common anti-patterns.

## Source excerpt

A platform engineer's guide to production GitOps architecture. Master advanced patterns, multi-cluster strategies, security, and avoid critical anti-patterns for scale