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PrivaKit – A zero-upload AI workspace in the browser via WebGPU

PrivaKit – A zero-upload AI workspace in the browser via WebGPU

by felixne·Apr 18, 2026·1 point·0 comments

AI Analysis

●●SolidSolve My ProblemNiche Gem

WebGPU AI workspace for sensitive docs that actually passes the airplane mode test.

Strengths
  • "Airplane mode test" offers immediate, tangible proof of local processing claims.
  • WebGPU + Web Workers architecture keeps UI responsive during heavy inference tasks.
  • Targets specific high-stakes workflows like HR and Legal instead of generic chat.
Weaknesses
  • Browser inference performance capped by client hardware versus server-grade APIs.
  • Initial model download required before offline functionality becomes available.
Category
Target Audience

Privacy-conscious professionals (HR, Legal, Finance)

Similar To

Whisper Web · Hugging Face · Google Cloud Vision

Post Description

Hi HN, I'm the builder. I realized that using cloud AI APIs for sensitive workflows—like transcribing board meetings, OCRing employment contracts, or cleaning up ID photos—is a massive privacy liability. So I built a client-side workspace using transformers.js, Whisper, and WebGPU. Everything runs locally. You can turn on Airplane Mode after the initial model load, and it still transcribes and extracts text perfectly. To keep myself honest, I wrote a technical audit of how the data flows (or rather, doesn't flow). My only backend is a tiny 2-core node in Singapore running self-hosted Plausible analytics: [https://gist.github.com/ygx2378/3275b333504c6a9def50ef531b54...] I'm still learning the ropes of browser-based memory management, so I'd love your feedback on how the models load on your specific GPUs!

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