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The Impact Blog

Engineering lessons and product thinking from the team that built FaithHaven, HeartRestarted, PaidUp, and Where Are We Eating.

The Anatomy of a High-Converting AI Automation Workflow
Featured
AI Automation

The Anatomy of a High-Converting AI Automation Workflow

Five parts that decide whether an AI automation gets used or quietly becomes shelf-ware, and where to start.

February 10, 2026 6 min read
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LLMs in Production: What No One Tells You About Deployment
AI Engineering
January 15, 2026• 11 min read

LLMs in Production: What No One Tells You About Deployment

From made-up answers to slow responses, putting language models into real products is full of surprises. Here are the lessons we find matter most.

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