---
title: "#92 - From System Initiative to SWAMP: Agent-Native Infra with Paul Stack"
date: 2026-02-20
episode: 92
---


What can you automate with SWAMP today, from AWS to a Proxmox home lab? How do skills, scripts, and reusable workflows plug into your stack? Could this be your agent’s missing guardrails?

[Discuss the episode or ask us anything on LinkedIn](https://www.linkedin.com/company/devsecops-talks/)

<!--more-->

<!-- Player -->

 {{<  podbean egzxx-1a4fe21-pb "DEVSECOPS Talks #92 - From System Initiative to SWAMP: Agent-Native Infra with Paul Stack"  >}} 

---

<!-- Video -->

{{< youtube XTM__-Ai4Zw >}}

## Notes

* [Swamp demo repo](https://github.com/stack72/swamp-env-example)
* [AI Native Infrastructure Automation, how I learned to stop worrying and love Claude - Adam Jacob](https://www.youtube.com/watch?v=g1R71Wbxlkk&list=WL&index=2&t=13s)