SSai Ram Kotha·3d agoGemini Nano Stops When Your App Leaves the Screen: What That BreaksGemini Nano only runs when your app is on screen. What that breaks, the two usage limits, and when a cloud fallback is the right call.8 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Nov 4Plug an External Model Into Apple's Foundation ModelsHow Apple's LanguageModel protocol lets a cloud model answer your session, and the data, token and key costs to decide first.8 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Nov 4Ship Hybrid AI: Eligibility, Rollout and MonitoringHow to ship on-device and cloud AI features on iOS and Android: eligibility states, kill switches, rollout tiers and a request receipt.8 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Nov 4Android: Gemini Nano, Firebase Hybrid and a Backend ProxyGemini Nano, Firebase AI Logic hybrid modes and a backend proxy for Android AI features, with the four modes and what to log.8 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Nov 17 On-Device AI Tools for Mobile, and Where Each One StopsSeven tools for running AI on iPhone and Android, with the limits Apple and Google document, and when to skip each one.9 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Oct 31Hybrid AI Routing: Try the Phone First, Fall Back to the Cloud Without Surprising the UserFirebase hybrid modes, a routing policy you can test without a phone, timeouts, and logs that never store prompts.18 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Oct 31Decide Per Feature, Not Per App: Where Each AI Call Should Run on the PhoneHow to score each AI feature on privacy, latency, quality, offline and cost, then choose on-device, cloud or split, with a worked table.13 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Oct 30What the Phone's Built-In AI Can and Cannot Do: Limits, Typed Output, Tools and ImagesWhat Apple's and Google's on-device models can do, where they stop, and a 30-input test to run on your own phones.10 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Oct 29Same Task, Three Models: Your First Call to Apple's, Google's and an External AIOne task written three ways: Apple Foundation Models, Gemini Nano Prompt API and a cloud API, with the availability check each needs.10 min read·sairamkotha.hashnode.dev
SSai Ram Kotha·Oct 28Your App's AI Can Run in Three Places. Each One Sends Your Data Somewhere Else.Three places an app's AI can run, what each sends off the device, and how to pick one for each feature.16 min read·sairamkotha.hashnode.dev
