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Coding news,
for builders.

The latest coding news from every AI provider: launches, price changes and retirements, summarized with what they mean for you.

GitHub Copilot· Coding

GitHub Copilot supports server-to-server authentication for GitHub Apps, in public preview

GitHub says services and agents built with the Copilot SDK can now make requests on behalf of an organization through a GitHub App, without relying on a signed-in user's credentials. The feature is in public preview.
Anthropic· Models

Anthropic says an unreleased Claude model built five exploit chains, including a one-click Chrome attack with 62 CVEs patched in Chrome 156

Anthropic's Frontier Red Team published "Discovering and exploiting vulnerabilities in critical, real-world software with Claude" on October 27. The account below comes from a post summarizing the article, not from the article itself.
Anthropic· Coding

Claude Code 2.1.312 limits concurrent hooks, widens automatic model switches and adds an OIDC claim setting

Claude Code v2.1.312, released October 27, 2026, per its release notes:
OpenAI· Coding

Codex 0.165.0 adds a Google Cloud Vertex AI provider and GPT-6.1 Terra, and turns on memory v2 for fresh profiles

Codex CLI 0.165.0, released October 27, 2026, per its release notes:
Cursor· Coding

Cursor adds Annotate to design mode for visual prompts to agents

Cursor announced on October 27 a new Annotate feature in its design mode. It lets users give agents visual prompts: edit elements, draw on the page, and review designs at different screen sizes. In the browser, Cmd+Shift+D starts design mode. Documentation is at cursor.com/docs/agent/design-mode.
Google· Coding

Google releases the Gemini API CLI in beta

Google's Gemini API changelog lists a beta of the Gemini API CLI (gemini-api), a stateless, zero-dependency command-line client meant for AI coding agents, scripts and CI pipelines. It runs on the Interactions API and can generate text and media, analyze files, and run Gemini managed agents. Google points to a Gemini API CLI guide for getting started.
Anthropic· Models

Anthropic study: analysts using Claude Code followed the agent's hidden lean on 86% of judgment calls

Anthropic published a study of how an AI agent shapes expert decisions. It ran a randomized trial with 50 professional analysts (experienced in causal inference) who analyzed whether a fictional farming cooperative's advisory program worked, using Claude Code with Claude Opus 4.8 at High effort. According to Anthropic:
Coding

Vercel's HarnessAgent now accepts image input

Vercel says HarnessAgent now supports image input across every harness adapter. You pass images alongside text in the standard AI SDK message format, and according to Vercel each harness's underlying vision model handles the rest. The details are in Vercel's changelog entry.
Coding

Judgment Labs opens general access to its tooling for improving AI agents from their traces

Judgment Labs opened for general access on October 27, according to a post on X by the account alexshander03. The post argues that long-running agent systems will produce more trace data than can currently be processed, and that the traces record what users ask for and where agents stumble.
Coding

CodeRabbit Secure's Deep Scan follows vulnerabilities across linked repos and replays exploits in a sandbox

CodeRabbit announced an update to CodeRabbit Secure, its security product. According to the announcement, Deep Scan now follows a vulnerability across a team's linked repositories, then replays the exploit in a throwaway sandbox to confirm it is real before flagging it. A video walkthrough covers the rest of the update.
OpenCode Go· Coding

OpenCode adds plugins for OpenCode Desktop

LukeParkerDev announced on X on October 27 plugins for OpenCode Desktop, with a short demo video and a link to the OpenCode documentation on building GUI plugins. thdxr, who quoted the post, said the desktop plugins extend the same pattern as OpenCode's TUI plugins, so one package can ship server, TUI and desktop plugins, and called the right-hand panel a good place for useful additions. The post was also reshared by the OpenCode account.
OpenAI· Coding

OpenAI and Oracle expand their partnership to bring Oracle apps into ChatGPT

OpenAI says it is expanding its partnership with Oracle to bring Oracle applications and data into ChatGPT and to power new Oracle products with OpenAI models. According to OpenAI, Oracle is developing Oracle AI Workspace, which would let people find information and complete approved business workflows across Oracle finance, procurement and planning applications from ChatGPT, within each organization's permissions and approvals.
GitHub Copilot· Coding

GitHub Copilot CLI 1.0.104 makes Autopilot wait for background tasks and opens Assisted Permissions

GitHub Copilot CLI 1.0.104, dated October 27, 2026, per its release notes:
GitHub Copilot· Coding

GitHub Copilot assisted permissions are generally available in the CLI, the Copilot app and VS Code

GitHub says assisted permissions are now generally available in GitHub Copilot CLI, the GitHub Copilot app and Visual Studio Code. When Copilot asks to run a command, access a file system path or open a URL, a large language model evaluates the request. Requests it classifies as clearly safe proceed automatically; all others need the user's approval.
Cursor· Models· 1 discussions

DeepSeek V4.1 Flash is now available in Cursor

Cursor announced on October 26 that DeepSeek V4.1 Flash is available in the editor; it can be turned on under Cursor Settings > Models. Cursor says every effort level sits on the CursorBench cost frontier, at $0.60 to $0.98 per task, with no model scoring higher at that cost. These are Cursor's own figures from its own benchmark.
Anthropic· Coding· 2 discussions

Claude Code 2.1.311 changes ultrathink, loads model settings from a signed file on cloud providers, and fixes the 1M-context error

Claude Code v2.1.311, released October 26, 2026, per its release notes:
Coding

Scale AI's AgentEnv evals can now run on Vercel Sandbox

Vercel says you can now run AgentEnv evals from Scale AI Labs on Vercel Sandbox. You give an agent a task, run it in a sandbox and check how it performed. Vercel published a changelog entry and a setup guide in its sandbox documentation.
Coding

Vercel Sandbox commands now support stdin

Vercel says commands run in Vercel Sandbox can now receive input on stdin. That lets you send input to running CLI tools and to stdio MCP servers, such as agent-browser, inside a sandbox. The details are in Vercel's changelog entry.
GitHub Copilot· Models

GPT-6.1 Terra is now generally available in GitHub Copilot

GitHub says GPT-6.1 Terra, OpenAI's newest model, is generally available in GitHub Copilot. GitHub describes it as built for everyday agentic coding and terminal work at a lower cost than GPT-6.1 Sol, and says that in early testing it solved noticeably more terminal and C# coding tasks than GPT-5.6 Terra, working in focused, consolidated steps on well-scoped tasks.
Cursor· Coding· 1 discussions

Cursor releases its Agent SDK for defining agents as code

Cursor announced on October 26 that its Agent SDK is available. Agents are defined as code, with prompts written in Markdown and tools in TypeScript. They can be deployed on Cursor's hosted infrastructure or run on a user's own. Cursor says built-in evals let developers measure every change to an agent. Documentation is at cursor.com/docs/agent-sdk.