# How OmniNode uses Redpanda to scale AI agent workflows

DevFeed: [How OmniNode uses Redpanda to scale AI agent workflows](<https://devfeed.tech/articles/how-omninode-uses-redpanda-to-scale-ai-agent-workflows-12722.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/omninode-scale-ai-agent-workflows>)

Author: Jonah Gray

Published: 2026-06-02T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [pull-requests](<https://devfeed.tech/topics/pull-requests.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [pull-requests](<https://devfeed.tech/tags/pull-requests.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [writing-code](<https://devfeed.tech/tags/writing-code.md>)

## AI overview

OmniNode's founder describes using AI code generation and multiple agents to automate software engineering work beyond writing code, including pull-request review, failure tracing, configuration checks, and codebase-wide renames. The article explains that coordinating independent agents required routing tasks, tracking status, verifying results, and enforcing ordering. It also describes using Redpanda to scale an event catalog and maintain consistent topic names through contracts.

## Source excerpt

OmniNode's founder shares his journey building the AI agent workflows that became OmniNode, and how Redpanda keeps topic names from drifting with contracts.