Category
Product & Mission
8 posts
- Product & Mission··7 min read
Browser AI vs. Cloud API: Who Actually Sees Your Images?
When a tool runs AI in your browser, your files never leave the device. A clear comparison of client-side ONNX/WebGPU inference vs. cloud APIs — on privacy, cost, latency, and offline use.
- Product & Mission··6 min read
Why We Made Our AI Tools Fail Loudly Instead of Returning Your Original Image
A tool that quietly returns your input when the model fails looks like it worked — and wastes your time worse than an error would. The "no silent fallback" rule, and the three real bugs it caught in our own code.
- Product & Mission··5 min read
The Bug That Was Already Fixed: A Lesson in Deployment Integrity
We opened a sprint to fix ~55 reported bugs and found most were already fixed in the repo — the live site was running behind it. The most important fix wasn't code; it was a process to never re-debug a shipped fix again.
- Product & Mission··8 min read
Why We Built a Background Remover That Runs 100% in the Browser
The technical and ethical reasons we chose to run all AI inference in the browser instead of on a server — WebGPU, ONNX, privacy, and what we gave up to get there.
- Product & Mission··7 min read
Privacy-First Image Editing: Why Your Photos Should Never Leave Your Device
Most photo editing tools upload your images to a cloud server. Here's what actually happens to those images, why it matters, and how browser-based AI processing changes the equation.
- Product & Mission··6 min read
The Hidden Problem With Free Background Removers
Most "free" background removers have a catch: your images are uploaded to their servers, they sell your data, or the free tier uses a degraded model. Here's what to look for.
- Product & Mission··5 min read
The True Alpha Promise: Why We Built NSS Background Remover
The story behind NSS Background Remover — a black box in Photoshop, a frustrating afternoon, and a decision to build the tool that should have existed already.
- Product & Mission··7 min read
The Real Math: What In-Browser AI Saves You Versus a Cloud Subscription
Cloud background removers charge per image or per month and process your photos on their servers. Here is the actual cost-and-privacy comparison against a tool that runs the AI on your own device — with the numbers worked out.