The View from the AI Frontier
  • Home
  • About

Paul Stack

A split terminal showing a swamp model method dispatching to a Docker container, with driver config on the left and live execution logs on the right.
Swamp

Execution Drivers in Swamp

Swamp model methods can run anywhere — directly in the host process, in a Docker container, or in a custom driver you write yourself. This post covers how execution drivers work, how config cascades from model to workflow to CLI, and how to build your own.
07 Apr 2026 4 min read
Left pane shows the workflow running, right pane shows S3 sync in real time — that's the datastore abstraction doing its job.
Swamp

How We Built Datastores in Swamp

Swamp tracks everything at runtime — model state, workflow runs, audit logs. For a while that lived in .swamp/ in the repo. It fell apart the moment we wanted a team sharing state. So we built a proper datastore abstraction with S3, distributed locking, and a local cache.
07 Apr 2026 3 min read
iTerm2-style terminal window showing a swamp workflow run command deploying Ghost to DigitalOcean, with green-highlighted input flags.
Swamp

Deploying Ghost on DigitalOcean with Swamp

I asked Claude to build me a blog on DigitalOcean and it worked hand in hand with Swamp to build one!
06 Apr 2026 5 min read
Person sitting at a desk viewed from behind, facing multiple monitors displaying code editors, terminal windows, and data dashboards in a dark room with warm ambient lighting
ai

AI: Why I'm All In

I'm an AI maximalist, and I think operations is about to get left behind: again. This blog is about closing that gap from the inside.
02 Apr 2026 2 min read
← Newer Posts Page 2 of 2
The View from the AI Frontier © 2026
  • Sign up
Powered by Ghost