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Building with AI

the craft, workflows, lessons from working AI-first
The swamp-club lifecycle view for a single issue, showing each phase and the agent event stages inside it.
Swamp

The Lifecycle of a Swamp Issue

We use swamp to build swamp. That sounds like marketing until you look at how an issue actually moves through our process — not as a GitHub thread with comments piling up, but as a state machine with versioned plans, adversarial reviews, and checks that refuse to let the agent skip steps.
08 Apr 2026 7 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
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