Debugging Deployments with Gemma 2B, TPU v6e-4, MCP, and Antigravity CLI
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Detailed guide on deploying Gemma 4 to GCP TPUs, directly relevant to cloud infrastructure and AI deployment.
Summary
A DevOps/SRE assistant built with Gemma 4 on Google Cloud TPU v6e-4 uses Python MCP tools and Antigravity CLI (successor to Gemini CLI) for managing vLLM deployments. The guide covers provisioning Docker containers, observability, and performance testing via MCP stdio transport connecting the CLI to a local Python server. This setup enables agent-driven management of self-hosted LLM infrastructure on TPUs.