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# Dropbox Introduces Nova, an Internal Platform for Running AI Coding Agents at Scale

**[InfoQ](https://daily.dev/sources/infoq)** · 5 min read · 0 upvotes · 0 comments

## Summary

Dropbox has built Nova, an internal platform for orchestrating AI coding agents at enterprise scale. Rather than using standalone AI assistants, Nova provides a centralized execution layer that integrates with Dropbox's monorepo, Bazel build system, CI pipelines, observability tooling, and MCP-based infrastructure. Each session runs in an isolated cloud environment tied to a specific repo commit, enabling a 'propose, validate, iterate' workflow. Key use cases include Deflaker (automated flaky test remediation), large-scale dependency migrations, and production incident investigation. A core design principle is that platform infrastructure — validation loops, hermetic testing, deterministic workflows, human oversight — matters as much as the underlying LLMs. Dropbox is also experimenting with multi-agent workflows for PR review and infrastructure coordination.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.infoq.com/news/2026/06/dropbox-nova-ai-coding-agents>

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---

Tags: [#general-programming](https://daily.dev/tags/general-programming), [#cicd](https://daily.dev/tags/cicd), [#ai-agents](https://daily.dev/tags/ai-agents)

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