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#AI

Google Cloud engineering articles on AI from the Aviato Consulting team.

13 articles in AI

#AI

AI Will Change The World But When?

AI is the fastest adopted technology in history, yet history suggests job displacement will be slow. Why we expect AI to augment white collar work first.

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#AI

The 4-Layer Architecture of AI Systems

The four layers of production agentic AI: LLMs, agents, multi agent systems and agentic ecosystems, plus the plumbing you need to run them reliably.

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#AI

Deploying ADK Agents to Agentspace

Step by step instructions for deploying an Agent Development Kit (ADK) agent from Agent Engine to Agentspace, with the REST API calls for each stage.

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#AI

MCP and Agentic AI on Google Cloud Run

Why Google Cloud Run suits agentic AI and MCP servers, with a reference architecture, container deployment, stateless design, logging, cost and security.

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#AI

Video Post: AI with BigQuery And SQL

Video: BigQuery ML lets you run AI models on your BigQuery data with SQL, from regression and clustering to forecasting, without hiring data scientists.

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#AI

Navigating the AI Maze

Choosing an LLM is hard when models and prices vary widely. Why businesses need the flexibility to test and swap models, using Vertex AI or a common API.

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