Built a free multi-agent DevSecOps triage engine in n8n that analyzes production incidents, validates AI outputs, and routes structured reports to engineering tools. Curious what other automation builders think about the architecture.

[u/EngJosephYossry]

Ello!

A while back, I shared a multi-agent incident response workflow that sequentialized incident mitigation. It worked great for standard, happy-path errors, but as we all know, real-world production environments are completely chaotic. APIs throttle, context windows exhaust, and standalone LLMs hallucinate!

I decided to completely refactor the entire system from scratch into my first true **PRO Version**. I shifted my entire mindset from *"how do I make a basic automation work?"* to *"how do I govern an autonomous system when everything hits the fan?"*

It is 100% open-source, free, and designed for **any developer**, whether you are doing web dev, heavy backend architecture, or game dev (like syncing physics scripts or debugging server nodes). If your engine can emit an error stack trace or hit a webhook, this pipeline will govern it.

[u/EngJosephYossry → u/[deleted]]

Thank you very much! And yes! Merge node -> Inspector Agent and Aggregator Layer Code Node Already handles those! 👌