Notes on building AI-powered browser extensions, from the Anouk team at Skelf-Research.https://anouk.skelfresearch.com/en-ushttps://anouk.skelfresearch.com/blog/ai-belongs-in-the-extension-not-the-backend/https://anouk.skelfresearch.com/blog/ai-belongs-in-the-extension-not-the-backend/An argument for client-side AI calls in browser extensions: shorter latency, better privacy, zero operating cost, and a cleaner BYO-key story. With the caveats where the rule reverses.Wed, 06 May 2026 00:00:00 GMThttps://anouk.skelfresearch.com/blog/scaffold-in-5-minutes-vs-5-days/https://anouk.skelfresearch.com/blog/scaffold-in-5-minutes-vs-5-days/A line-by-line accounting of the AI plumbing you would build by hand for a browser extension — fetch, cache, queue, settings, manifest, CSP — and what anouk init gives you instead.Wed, 22 Apr 2026 00:00:00 GMThttps://anouk.skelfresearch.com/blog/browser-extensions-as-ai-app-distribution/https://anouk.skelfresearch.com/blog/browser-extensions-as-ai-app-distribution/The browser is where the user already is, the context is already loaded, and the surface area is huge. Why an extension is one of the best-shaped distribution channels for an AI feature — and what Anouk is built to do about it.Wed, 08 Apr 2026 00:00:00 GMT