PSI Cloud is a high-performance engine that quantifies the Information Gap in complex systems—so developers can know when their data is truly sufficient for deterministic outcomes. 🚀 Python SDK (pip install psi-cloud) 📊 Real-time entropy & sufficiency metrics ⚡ Built on FastAPI, Neon & Render Now in Closed Beta: first 50 users get PRO access (10K credits/month) free for 1 month.

Anima - OnBrand Vibe Coding — Design-aware AI for modern product teams.

Design-aware AI for modern product teams.

Hey Product Hunt 👋 I’m the maker of PSI Cloud. We built PSI Cloud around a simple but frustrating question: **How do you know when your data is actually enough?** In complex systems, we’re constantly guessing—adding more data, tweaking models, hoping we reach a deterministic outcome… but without a real signal of sufficiency. PSI Cloud introduces a new way to think about this: → quantify the *Information Gap* → measure entropy in real time → know when you're approaching deterministic resolution It’s designed for developers working with AI, simulations, and data-heavy systems who want **signal, not guesswork**. 🚀 What you can do today: * Plug in via Python SDK * Monitor sufficiency + entropy in real time * Experiment with your own systems We’re currently in Closed Beta, and I’d really love your feedback. 👉 What would *you* use this for? 👉 Does “knowing when data is enough” resonate with your workflow? I’ll be here all day answering everything 🙌

Anima - OnBrand Vibe Coding — Design-aware AI for modern product teams.

Design-aware AI for modern product teams.

PSI Cloud

Know when your data is enough.

Know when your data is enough.