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    Gemini managed agents update adds Antigravity tools, Files API and Credentials API

    Google says the updated runtime brings Antigravity tools to Google AI Studio and the Interactions API. It runs natively on Gemini 3.8 Flash, with the option to switch models.

    GoogleGO
    Clement FarabetCF
    Philipp SchmidPS
    12 Sources, ,

    TLDR

    Google says the Files API moves data into and out of an agent’s Linux sandbox, where agents can write code, browse the web and edit files. The company says the Credentials API lets developers connect tools such as GitHub and Slack without exposing access tokens to the model, and limits requests to approved destinations.

    In internal testing, Google reports 40% fewer output tokens on file changes and up to 6% higher task completion on multi-turn software engineering and research tasks. It also reports cache hit rates up to 16% higher on long conversations and research tasks.

    Combined views

    429.5K

    12 Sources, first seen 20d ago

    Combined views

    429.5K

    12 Sources, first seen 20d ago

    2.1K likes
    20d ago
    first seen 20d ago
    2.1K likes
    150 comments
    518 saves
    156 reposts
    150 comments
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    156 reposts

    Sentiment

    Positive77.8%22.2%Negative

    Summary

    Positive replies welcomed Gemini managed agents' 30% cost cuts, cache gains, and secure Credentials API for sandboxed operations, while negative accounts cited reliability errors and limited progress.

    Based on 29 sentiment-bearing replies from 27 accounts across 2 conversations.

    Sentiment

    Positive77.8%22.2%Negative

    Summary

    Positive replies welcomed Gemini managed agents' 30% cost cuts, cache gains, and secure Credentials API for sandboxed operations, while negative accounts cited reliability errors and limited progress.

    Based on 29 sentiment-bearing replies from 27 accounts across 2 conversations.

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    12 Sources

    Philipp Schmid@_philschmidToday we are releasing a new Gemini managed agents version with better caching, lower costs, a Files API, and a Credentials API. 📉 Up to 30% lower costs with up to 22% higher cache hits 📁 Files API: Upload, list and download files from sandbox easily 🔐 Credentials API for MCP servers, OAuth2, and 3rd-party APIs as secure egress proxy 🆓 Free tier to experiment in @GoogleAIStudio & Gemini API Start Here: https://aistudio.google.com/learn/managed-agents-updated-harness-files-credentials?e=020d
    Google@GoogleWe're updating Gemini managed agents with a new harness. antigravity-preview-09-2026 brings @Antigravity tools and behavior to @GoogleAIStudio and the Interactions API. It runs natively on Gemini 3.8 Flash, our best reasoning & coding model yet, and you can change your model selection anytime. Plus, we’re introducing two new APIs to make building easier and more secure 🧵20d
    Ali Çevik@alihcevikContinuing to ship: 1. New harness version that performs better 2. New Files API that allows you to upload/download files from your live agent sandbox 3. Credentials API, support for oauth, without your agents seeing your credentials20d
    Clement Farabet@clmtRT @alihcevik: Continuing to ship: 1. New harness version that performs better 2. New Files API that allows you to upload/download files f…20d

    12 Sources

    Philipp Schmid@_philschmidToday we are releasing a new Gemini managed agents version with better caching, lower costs, a Files API, and a Credentials API. 📉 Up to 30% lower costs with up to 22% higher cache hits 📁 Files API: Upload, list and download files from sandbox easily 🔐 Credentials API for MCP servers, OAuth2, and 3rd-party APIs as secure egress proxy 🆓 Free tier to experiment in @GoogleAIStudio & Gemini API Start Here: https://aistudio.google.com/learn/managed-agents-updated-harness-files-credentials?e=020d
    Google@GoogleWe're updating Gemini managed agents with a new harness. antigravity-preview-09-2026 brings @Antigravity tools and behavior to @GoogleAIStudio and the Interactions API. It runs natively on Gemini 3.8 Flash, our best reasoning & coding model yet, and you can change your model selection anytime. Plus, we’re introducing two new APIs to make building easier and more secure 🧵20d
    Ali Çevik@alihcevikContinuing to ship: 1. New harness version that performs better 2. New Files API that allows you to upload/download files from your live agent sandbox 3. Credentials API, support for oauth, without your agents seeing your credentials20d
    Clement Farabet@clmtRT @alihcevik: Continuing to ship: 1. New harness version that performs better 2. New Files API that allows you to upload/download files f…20d