Category
Automation & AI
Automation and AI-assisted workflows for a small team: building a marketing site with Claude Code, turning a changelog into content, and automating the repetitive parts like hero-art generation across a large blog.
15 articles
About the Automation & AI thread
Automation for operations small enough that every hour counts and nobody is going to buy a platform. The test applied throughout: automate the thing you have already done manually enough times to know its edge cases, and not before. Premature automation encodes a process you have not finished learning.
A large share of this cluster is now about AI-assisted work, because that is where the leverage moved. The honest version is that frontier models compress some tasks dramatically and add review burden to others, and the difference is usually whether the output can be verified quickly. Articles here work through which categories fall on which side.
What this topic covers
- Scripting repetitive media work: resize, convert, rename, and batch pipelines
- AI-assisted operations: what to hand over and what to keep
- Shipping production work with frontier models, including the review cost
- Zero-downtime content deploys for a small site
- Choosing tools you can still maintain in a year
Who it's for
Solo operators and small teams looking for leverage, and developers automating their own workflow.
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