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Ideas from the Formfyl team.

Essays on product, engineering, and the craft of collecting structured data from humans.

Every time a team needs a structured payload from a human, they reach for a form. It's time we treated them as seriously as the rest of the stack.

Generating valid JSON at scale is deceptively hard. Here's how we got Gemini 2.5 Flash to produce 99%+ valid iForm schemas, without fine-tuning.

We turned our template library into a self-feeding pipeline. Every week, an agent produces three new templates based on Reddit and Google Trends.