How Google Uses Shell
23 engineering articles about Shell from Google's engineering team
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Google introduces extension settings for Gemini CLI, a structured configuration system that prompts users for required settings (API keys, URLs, project IDs) during extension installation.
Jack Wotherspoon, Christine Betts, Bala Narasimhan
6 min read
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This article introduces Gemini CLI hooks, a customization mechanism that lets developers control and extend the agentic loop of Gemini CLI without modifying its source code.
This article demonstrates how to fine-tune FunctionGemma, a specialized 270M parameter Gemma 3 model designed for function calling in agentic AI systems.
Juyeong Ji
5 min read
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The Universal Commerce Protocol (UCP) is an open-source standard developed by Google to facilitate seamless commerce experiences across various platforms.
This article serves as a practical guide for developers working with JAX on Cloud TPUs, focusing on essential tools and techniques for debugging and profiling machine learning workflows.
The article introduces A2UI, an open-source project designed for agent-driven interfaces that allows agents to generate contextually relevant user interfaces.
The article discusses the new Session Management feature in Gemini CLI, which allows users to automatically save their sessions and resume work without losing context.
The article discusses optimizing performance on Qualcomm's Neural Processing Unit (NPU) using LiteRT, Google's high-performance on-device ML framework.
The article discusses the integration of Gemini 3 Pro into Gemini CLI, highlighting its capabilities to enhance productivity and performance in terminal operations.
Taylor Mullen
8 min read
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The article introduces the Jules extension for Gemini CLI, designed to enhance coding workflows by allowing developers to offload tasks asynchronously.
The article introduces enhancements to Gemini CLI, allowing users to run complex interactive commands directly within the CLI environment.
The article announces the Genkit Extension for Gemini CLI, which enhances the development of AI applications by providing deep integration with Genkit's architecture and tools.
The article discusses building high-performance data pipelines using Grain, a data loading library for JAX, and ArrayRecord, an efficient file format.
Jiyang Kang, Shivaji Dutta, Ihor Indyk, Felix Chern
10 min read
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The article introduces the Jules API, a new tool designed to enhance automation, integration, and innovation throughout the software development lifecycle.
Jane Fine, Jenny Cong
3 min read
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Jules Tools is a command line interface that allows developers to interact with Google's asynchronous coding agent, Jules, directly from their terminal.
The article discusses the integration of the Agent Development Kit (ADK) with AG-UI, an open protocol for creating interactive AI user experiences.
Alan Blount
5 min read
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The article discusses the integration of Gemini CLI with FastMCP, a Python library for building Model Context Protocol (MCP) servers.
The article discusses the integration of Google’s Agent Development Kit (ADK) for Java with the LangChain4j LLM framework, enabling developers to utilize a variety of Large Language Models (LLMs) f...
The article announces the release of Genkit Go 1. 0, a stable, production-ready open-source AI development framework for the Go ecosystem.
The article discusses the use of multimodal embeddings to enhance visual search capabilities, particularly for artists and enterprise-scale document search.
Anthony Tripaldi
10 min read
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The article introduces Keras Hub, a unified library for pretrained models that simplifies access to both natural language processing (NLP) and computer vision (CV) architectures.
The article discusses the implementation of Gemma 2, a lightweight large language model (LLM) by Google, for processing streaming data with Dataflow.
Reza Rokni, Ravin Kumar
16 min read
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The article discusses the release of MediaPipe Solutions for Raspberry Pi and iOS, highlighting the capabilities of the new iOS SDK and the updated Python SDK for Raspberry Pi.
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