When Your Rork Hybrid AI Quietly Drifts to the Cloud and the Bill Creeps Up — Field Notes on Instrumenting Routing Decisions
A router that splits work across on-device, edge, and cloud layers will quietly drift toward the cloud when no one logs its decisions — flat traffic, rising bill. These are field notes on instrumenting routing to isolate the cause.
to Production Edge AI in Rork Apps— Ollama Streaming, Conversation History, and Cost Architecture
A complete production guide to integrating Ollama-powered local LLMs into Rork apps. Covers token streaming, SQLite conversation history, cloud fallback routing, and sustainable monetization for indie developers.
Adding Offline Edge AI to Rork Apps — No-Internet AI Features Without Cloud APIs
How to add offline-capable AI features to apps built with Rork. Covers the Ollama + local server approach, fallback patterns, a basic chat implementation, and which use cases make local AI worthwhile.
Building AI Backends for Rork Mobile Apps: When to Use Cloudflare Containers vs Workers AI
A practical guide to choosing between Cloudflare Containers and Workers AI when building AI features for Rork-generated mobile apps, with cost numbers and code examples.