# With AI, The Proof Is in Production

DevFeed: [With AI, The Proof Is in Production](<https://devfeed.tech/articles/with-ai-the-proof-is-in-production-13501.md>)

Original publisher: [Read original article](<https://www.harness.io/blog/with-ai-the-proof-is-in-production>)

Author: Joshua Klein

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

Content type: opinion

Language: en

Sources: [Harness Blog](<https://devfeed.tech/sources/harness-blog.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [feature flags](<https://devfeed.tech/topics/feature-flags.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Code](<https://devfeed.tech/topics/code.md>), [releases](<https://devfeed.tech/topics/releases.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-code-review](<https://devfeed.tech/tags/ai-code-review.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [feature-flags](<https://devfeed.tech/tags/feature-flags.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [progressive-delivery](<https://devfeed.tech/tags/progressive-delivery.md>), [safety](<https://devfeed.tech/tags/safety.md>), [software](<https://devfeed.tech/tags/software.md>)

## AI overview

The article argues that human review, AI code review, staging, and QA cannot guarantee that software changes will behave safely in production. Because AI-assisted development increases the volume and uncertainty of changes, it recommends relying on feature flags, progressive delivery, and production metrics to manage releases when review is imperfect.

## Source excerpt

Human and AI code review can't guarantee production safety. Learn why feature flags, progressive delivery, and metrics-driven releases are essential in the AI software era. | Blog