I have been thinking about privacy guarantees in document tools. Saying no upload is only meaningful when the processing path actually keeps file bytes in the browser, not just when a provider is used. For a small web app, what do you consider the clearest way to communicate that boundary? A simple data-flow diagram, a per-tool explanation, or something users can verify in DevTools? I m interested in what builds trust without making the interface feel like a security whitepaper.
I'm excited to launch Kerno Audit today! It's the tool we built to put together our report, The Impact of AI on Code Quality 2026, which tracks how AI coding is changing open-source codebases.
Now you can run the same audit on your own codebase. Kerno Audit compares your code before and after your team adopted AI, and shows you where quality slipped across five areas:
People are increasingly using longer and more specific search queries when researching products, services, and everyday questions.
A Brainlabs study of 1.35 million UK keywords found that entertainment head-term searches declined by 16% over two years, while long-tail queries grew by 62%.
