--- title: "Automation at the speed of Swamp (Changelog & Friends #130)" url: https://daily.dev/posts/automation-at-the-speed-of-swamp-changelog-friends-130--drgz0cacp source_url: https://changelog.com/friends/130 type: article source: "Changelog" published: 2026-05-14T18:37:40.991Z updated: 2026-05-14T18:38:05.440Z tags: ["architecture", "ai-agents", "domain-driven-design"] reading_time: 2 upvotes: 5 comments: 1 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Automation at the speed of Swamp (Changelog & Friends #130) **[Changelog](https://daily.dev/sources/changelog)** · 2 min read · 5 upvotes · 1 comments ## Summary Adam Jacob, founder of System Initiative and creator of Swamp, discusses how AI agents are reshaping software development. He shares how his team shrank from 18 to 5 people while shipping Swamp 900 times in four weeks, why User Acceptance Testing (UAT) has made a comeback, how software architecture and domain-driven design matter more than ever in an AI-assisted world, and why he refuses to accept pull requests to Swamp. The episode includes a live demo of Swamp writing its own automation against a Proxmox server. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Swamp tutorial: make AI agent work repeatable](https://daily.dev/posts/swamp-tutorial-make-ai-agent-work-repeatable-va3nkfhad) · Flavio Copes · 1 upvotes · 0 comments --- Tags: [#architecture](https://daily.dev/tags/architecture), [#ai-agents](https://daily.dev/tags/ai-agents), [#domain-driven-design](https://daily.dev/tags/domain-driven-design) [View this post on daily.dev](https://daily.dev/posts/automation-at-the-speed-of-swamp-changelog-friends-130--drgz0cacp)