InGoogle Cloud - CommunitybyRemigiusz Samborski·May 15Building “Sweets Vault” — a multimodal Gemini Agent with physical hardware integrationA child shows their homework to the Sweets Vault. AI Agent scans it, critiques the solution, and decides the effort is worth a prize.
InGoogle Cloud - CommunitybyRemigiusz Samborski·Apr 28How I used Gemini CLI to orchestrate a complex RAG migrationI share a behind-the-scenes look at using Gemini CLI with the Conductor extension to orchestrate a complex RAG corpus migration.
InGoogle Cloud - CommunitybyRemigiusz Samborski·Apr 21Migrating vector embeddings in production without downtimeIn this post, I’ll show you how to execute a zero-downtime migration strategy using dual-column schemas and background processing.A response icon1A response icon1
InGoogle Cloud - CommunitybyRemigiusz Samborski·Apr 15Building a Scalable RAG Backend with Cloud Run Jobs and AlloyDBWe explore how to build an industrial-strength RAG backend using BigQuery, Cloud Run Jobs, Vertex AI, and AlloyDB for PostgresSQL.A response icon1A response icon1
InGoogle Cloud - CommunitybyRemigiusz Samborski·Mar 13Secure Gemini CLI for Cloud developmentLearn how to secure Gemini CLI to run it in an isolated environment with limited GitHub and Google Cloud access.A response icon1A response icon1
InGoogle Cloud - CommunitybyRemigiusz Samborski·Jan 30Antigravity the Ralph Wiggum styleThe Ralph Wiggum trend has been surfacing across social platforms lately. If you’re tracking current tech developments, it’s hard to miss…
InGoogle Cloud - CommunitybyRemigiusz Samborski·Sep 24, 2025Serverless AI: EmbeddingGemma with Cloud RunLearn how to deploy latest EmbeddingGemma model to Cloud Run with GPU support.
InGoogle Cloud - CommunitybyRemigiusz Samborski·Aug 20, 2025Serverless AI: Qwen3 Embeddings with Cloud RunIn this blog post I’ll show you the process of deploying the Qwen3 Embedding model to Cloud Run with GPUs for enhanced performance.
InGoogle Cloud - CommunitybyRemigiusz Samborski·Jul 29, 2025Gemini CLI: Power up your Linux workflowAs an open-source enthusiast who’s been deeply immersed in the Linux ecosystem since the late 1990s, my daily work heavily relies on its…
InGoogle Cloud - CommunitybyRemigiusz Samborski·Jun 6, 2025Step-by-Step: Serving PyTorch Models with a Custom Handler on Vertex AIGoogle Cloud’s Model Garden streamlines the process of deploying various open-source models — including those from Anthropic, Meta, and…