PromptOps is an open-source platform that helps teams manage AI prompts, agents, and workflows separately from their application code. It provides a web interface for creating and versioning prompts, a testing playground for experimenting with different AI models, and lightweight libraries that automatically fetch and update prompts in running applications. The platform includes features for testing prompt variations with real users (gray release), monitoring prompt performance and usage, and controlling who can view or modify prompts through role-based access. Think of it as a content management system specifically designed for AI prompts.
How It Works
You find an open-source tool that promises to manage your AI prompts separately from your code, so you never have to redeploy just to change a prompt.
With one command, you start a beautiful dashboard where you can see all your prompts, agents, and workflows in one organized place.
You write a prompt like 'You are a helpful code reviewer' and save it. The system automatically spots the {{variable}} placeholders you used.
You fill in the variables, pick an AI model, and see exactly what your prompt produces. You tweak it until the results are perfect.
You save a version of your prompt so teammates can use it, with full history if you need to roll back.
You add a small library to your code that fetches the prompt and automatically refreshes when you make changes—no redeployment needed.
The observability dashboard shows you every prompt change, every AI call, and how well your prompts are performing.
You can update prompts instantly, test variations with real users, and monitor results—all without touching your code.
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