June 4, 2026
5 curated links on AI agents, Python, security, Google Cloud, and engineering, selected by Médéric Hurier.
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Gemma 4 12B: The Developer Guide
developers.googleblog.com
Google has released Gemma 4 12B, a medium-sized, encoder-free multimodal open model capable of natively ingesting audio and video for local AI development.
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Bringing Gemma 4 12B to your Laptop: Unlocking Local, Agentic Workflows with Google AI Edge
developers.googleblog.com
Google AI Edge has optimized Gemma 4 12B to run agentic, multimodal AI workflows directly on standard laptops with 16GB of RAM, enabling offline Python execution and dictation.
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litert-community/gemma-4-12B-it-litert-lm on Hugging Face
huggingface.co
The official repository for the LiteRT-compatible instruction-tuned Gemma 4 12B model, enabling on-device execution of local agentic workflows.
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Getting Started with Managed Agents
youtube.com
A video guide by Google for Developers showcasing how to build, deploy, and scale custom agentic applications using Managed Agents in Google AI Studio and the Gemini API.
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Automate M365 to Google Workspace Migrations with ADK multi-agents
youtube.com
Google Cloud Tech has published a video demonstration on using multi-agent systems built with the Agent Development Kit to automate enterprise migrations from Microsoft 365 to Google Workspace.