AI Coding Live News

Google AI Studio introduces Managed Agents in the Gemini API with an updated harness, Files API, and managed credentials

Google AI Studio shared Managed Agents for the Gemini API, adding an updated agent harness, a Files API, and managed credentials. The combination brings long-running agent execution, file context, and credential handling into a managed path instead of forcing developers to assemble each control plane themselves.

Key Takeaways

  • The updated agent harness provides a more complete managed runtime for Gemini API agents.
  • The Files API adds a dedicated file-context surface for agent workflows.
  • Managed credentials reduce the operational burden of storing and rotating tool credentials in each app.
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Anthropic Releases Computer Use, Skills, and Files APIs to GA with New Browser Use Tool

Anthropic officially announced the General Availability (GA) of three core agent APIs: Computer Use (direct OS and application interaction), Skills API (dynamic workflow knowledge injection), and Files API. Concurrently, it launched Browser Use, enabling agents to navigate and manipulate web browsers autonomously.

Key Takeaways

  • Promotes Computer Use and Skills APIs to enterprise-grade GA status with full SLAs
  • Launches native Browser Use tool bridging terminal coding with live browser execution
  • Empowers enterprise developers to build end-to-end multi-app autonomous agents
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Google AI Studio launches Gemini API Managed Agents with Files and Credentials APIs

Google AI Studio launched an updated Managed Agents harness in the Gemini API. antigravity-preview-09-2026 is live in the Interactions API and AI Studio, giving agents isolated Linux execution, filesystem tools, web search, persistent environments, and MCP connectivity. The release also adds Files and Credentials APIs so developers can move artifacts between turns and connect external services without putting secrets in the model context.

Key Takeaways

  • antigravity-preview-09-2026 is live in the Interactions API and AI Studio, using Gemini 3.8 Flash by default with configurable models.
  • Managed agents run in persistent isolated Linux sandboxes with code execution, filesystem, web-search, and MCP tools.
  • Files handles artifact transfer while Credentials supports scoped bearer, environment-variable, and OAuth2 access without exposing plaintext secrets to the model.
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OpenRouter beta: stateful Shell tool + Files API in hosted Linux containers

OpenRouter launched a new stateful server tool, Shell: any model on the platform can run commands in a hosted Linux container and move files in/out via a new Files API. It is available in beta as openrouter:shell.

Key Takeaways

  • Stateful Shell lets models run commands in hosted Linux containers.
  • Files API moves files into and out of the container.
  • Beta tool id: openrouter:shell, available to any OpenRouter model.
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DeepSeek Ships V4-Flash-Vision-Exp, Nearing Opus 4.8 on Multimodal Agents

DeepSeek launched DeepSeek-V4-Flash-Vision-Exp on its API: an experimental multimodal model that matches V4-Flash on text, agents, and reasoning, while jumping close to Claude Opus 4.8 on multimodal agent benchmarks. A free Files API and DeepSeek Harness 0.1.1 landed the same day, with images billed at up to 384 tokens each.

Key Takeaways

  • Available now as model='deepseek-v4-flash-vision-exp' across Chat Completions, Messages, and Responses
  • Multimodal agent scores leap toward Opus 4.8 while keeping V4-Flash-level text and tool use
  • Free Files API lets teams upload an image once and reuse it by file_id across requests
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DeepSeek Ships V4-Flash-Vision-Exp: Multimodal Agents Near Claude Opus 4.8

DeepSeek-V4-Flash-Vision-Exp is live on the API: it matches V4-Flash on text—including agents, reasoning, and world knowledge—while jumping on multimodal agent benchmarks to near Claude Opus 4.8. A free Files API and DeepSeek Harness 0.1.1 ship with it; images bill at V4-Flash rates (up to 384 tokens each) and drop into existing agent frameworks.

Key Takeaways

  • The experimental vision model keeps V4-Flash text/agent strength while pushing multimodal agent scores close to Opus 4.8
  • Chat Completions, Messages, and Responses are supported; images mix in via base64, URLs, or the Files API
  • Files API is free with file_id reuse, and Harness 0.1.1 supports the model out of the box for agent stacks
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DeepSeek-V4-Flash-Vision-Exp goes live: multimodal agents near Opus 4.8 at V4-Flash image rates

DeepSeek launched experimental DeepSeek-V4-Flash-Vision-Exp on its API platform. The company said the model matches DeepSeek-V4-Flash on text capabilities, including agents, reasoning, and world knowledge, while multimodal agent benchmarks jump substantially over V4-Flash and land close to Opus 4.8. Developers call it with model='deepseek-v4-flash-vision-exp'. It supports Chat Completions, Messages, and Responses, with mixed text-plus-image input via base64, external URLs, or the Files API. Images are billed at up to 384 tokens each at V4-Flash pricing. DeepSeek Harness 0.1.1 shipped the same day with out-of-the-box support, and a free Files API lets teams upload an image once and reuse it by file_id. For coding agents, the relevant use cases are screenshot-to-fix, visual UI diffs, and tool-using workflows that need to see the page or IDE rather than only the repo.

Key Takeaways

  • Multimodal agent benchmarks jump over V4-Flash and are claimed near Opus 4.8.
  • Chat Completions, Messages, and Responses compatibility lowers swap-in cost for existing agent stacks.
  • Images bill at V4-Flash rates (≤384 tokens each); a free Files API reuses uploads by file_id.
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DeepSeek-V4-Flash-Vision-Exp goes live: multimodal agents near Opus 4.8, Harness 0.1.1 included

DeepSeek launched experimental DeepSeek-V4-Flash-Vision-Exp on its API. Text capability—including agents, reasoning, and world knowledge—matches V4-Flash, while multimodal agent benchmarks jump toward Opus 4.8. It supports Chat Completions, Messages, and Responses, with mixed text/image input via base64, URLs, or the new Files API. Images bill at up to 384 tokens each at V4-Flash prices. DeepSeek Harness 0.1.1 ships with out-of-the-box support.

Key Takeaways

  • Open-weight multimodal agents are now claimed near Opus 4.8—material for screenshot-to-fix and visual UI work.
  • Chat Completions, Messages, and Responses compatibility lowers the cost of swapping the model into existing agent stacks.
  • Image billing at V4-Flash rates (≤384 tokens/image) keeps multimodal agent cost bounded.
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