# Why defining infrastructure is the prerequisite for autonomous cloud operations

DevFeed: [Why defining infrastructure is the prerequisite for autonomous cloud operations](<https://devfeed.tech/articles/why-defining-infrastructure-is-the-prerequisite-for-autonomous-cloud-operations-12271.md>)

Original publisher: [Read original article](<https://platformengineering.org/blog/why-defining-your-infrastructure-is-the-prerequisite-for-autonomous-cloud-operations>)

Author: Oved Lourie

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

Content type: article

Language: en

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

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [sdlc](<https://devfeed.tech/topics/sdlc.md>)

Tags: [autonomous](<https://devfeed.tech/tags/autonomous.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [governance](<https://devfeed.tech/tags/governance.md>), [here](<https://devfeed.tech/tags/here.md>), [iac](<https://devfeed.tech/tags/iac.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [llms](<https://devfeed.tech/tags/llms.md>), [operational](<https://devfeed.tech/tags/operational.md>), [operations](<https://devfeed.tech/tags/operations.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [production](<https://devfeed.tech/tags/production.md>), [review](<https://devfeed.tech/tags/review.md>), [sdlc](<https://devfeed.tech/tags/sdlc.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

## AI overview

The article argues that autonomous cloud operations depend on clearly defined infrastructure. It describes the operational gap between infrastructure-as-code intent and deployed reality, including configuration drift, incomplete governance, compliance risk, and reliance on undocumented knowledge and manual processes. The article also explains that LLM-driven acceleration of the SDLC has increased infrastructure change faster than manual review can absorb.

## Source excerpt

Autonomous cloud operations require legible infrastructure. Learn why defining your infrastructure ontology is the prerequisite for continuous governance and closing the Operational Gap between intent and reality