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Sampler started as an internal tool for managing prompt work across client projects, giving us a shared place to iterate on inputs, compare outputs, and refine AI behavior. It has evolved into a collaborative IDE for natural language, helping product teams, designers, engineers, and domain experts write, test, evaluate, and improve prompts in one workflow. Over time, Sampler aims to become a full environment for AI behavior design, making prompt optimization, context engineering, and agent building more accessible, data-driven, and collaborative.

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React/React Router v7

Typescript

Postgres

Model agnostic

Cursor/Claude Code

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