Designing a Private Media Processing Workflow
A video-subtitle pipeline that uses Cloudflare for coordination and a local machine for private, CPU-heavy media work.
Topic / Cloud & serverless
Cloud Systems for Small, Real Work
Field notes on moving useful scripts and AI systems from one machine to dependable cloud services.
I move projects to the cloud when another person, machine, or scheduled job needs them. I write down the trade-offs between managed services, local control, and a system I can still understand.
Browse the Cloud & serverless tag →
Moving Two Small Applications to Cloudflare
Field notes on using Workers, Static Assets, D1, R2, Cron Triggers, and Access to move two private applications beyond a local machine.
From Local RAG Bot to a Cloud-Native Chatbot
How I moved a personal RAG chatbot to Cloud Run with PostgreSQL, session-aware retrieval, and Vertex AI.
From Local Scripts to a Serverless Data Collection Pipeline
How I moved a local Python data collector to Google Cloud so a teammate could trigger it remotely through Telegram.