# How Nx Uses Monorepos and Self-Healing CI to Support Continuous AI Agent Sessions

DevFeed: [How Nx Uses Monorepos and Self-Healing CI to Support Continuous AI Agent Sessions](<https://devfeed.tech/articles/autonomous-agents-at-scale-21397.md>)

Original publisher: [Read original article](<https://nx.dev/blog/ai-agents-and-continuity>)

Author: Victor Savkin

Published: 2026-01-21T00:00:00Z

Content type: opinion

Language: en

Sources: [Juri Strumpflohner](<https://devfeed.tech/sources/juri-strumpflohner.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Loop Engineering](<https://devfeed.tech/topics/loop-engineering.md>), [ci](<https://devfeed.tech/topics/ci.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [autonomous-agents](<https://devfeed.tech/tags/autonomous-agents.md>), [ci](<https://devfeed.tech/tags/ci.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [scale](<https://devfeed.tech/tags/scale.md>)

## AI overview

The article argues that fragmented repositories and separate local and CI environments interrupt autonomous AI agent work. It presents Nx monorepos and Self-Healing CI as ways to let agents maintain context, update multiple projects, and iterate on CI with fewer human handoffs.

## Source excerpt

As AI agents become more autonomous, writing code is no longer the constraint. The organizations that win will be the ones where more work can be delegated to agents running uninterrupted.