# You don't have a deployment problem. You have a validation problem.

DevFeed: [You don't have a deployment problem. You have a validation problem.](<https://devfeed.tech/articles/you-don-t-have-a-deployment-problem-you-have-a-validation-problem-17640.md>)

Original publisher: [Read original article](<https://thenewstack.io/solving-the-validation-problem/>)

Author: Arjun Iyer

Published: 2026-07-16T17:00:00Z

Content type: opinion

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Deployment](<https://devfeed.tech/topics/deployment.md>), [Microservice](<https://devfeed.tech/topics/microservice.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [feature flags](<https://devfeed.tech/topics/feature-flags.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [feature-flags](<https://devfeed.tech/tags/feature-flags.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post-contributed](<https://devfeed.tech/tags/post-contributed.md>), [production](<https://devfeed.tech/tags/production.md>), [signadot](<https://devfeed.tech/tags/signadot.md>), [sponsor-signadot](<https://devfeed.tech/tags/sponsor-signadot.md>), [sponsored-post-contributed](<https://devfeed.tech/tags/sponsored-post-contributed.md>), [strategy](<https://devfeed.tech/tags/strategy.md>)

## AI overview

The article argues that organizations often have mature deployment tooling but still release changes in batches because they lack confidence in validating individual service changes against the live versions of their dependencies. It presents validation, rather than deployment mechanics, as the main constraint on independent releases and says coding agents are increasing the volume and opacity of batch changes.

## Source excerpt

Ask a platform team about their deployment capabilities, and you will usually hear a genuinely impressive story. Progressive rollouts that The post You don't have a deployment problem. You have a validation problem. appeared first on The New Stack.