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GitHub Copilot· Coding

GitHub Copilot Memory is generally available, with "dreaming" and cross-repository code search

GitHub introduces "GitHub intelligence", a context layer for Copilot agents built from GitHub data, with three parts:GitHub Copilot· Coding

GitHub Copilot Automations can now be shared across a team

GitHub says shared Copilot Automations are rolling out. Until now automations were personal, run with the creator's identity and AI credits. A shared automation belongs to the repository: anyone with read access can see it and anyone with write access can edit it, with change history. Its AI credits are billed to the organization or user that owns the repository, its actions are attributed to Copilot, and it keeps running if its creator leaves the team. Example automations: reproduce a bug when an issue is opened, capture screenshots when a pull request is ready, investigate production incidents when a monitoring tool detects them.GitHub Copilot· Coding

GitHub Copilot repository plugin defaults and enterprise plugin controls are generally available

GitHub says repository plugin defaults and enterprise-managed plugin controls are generally available in VS Code, Copilot CLI and the GitHub Copilot app.GitHub Copilot· Multimodal

GitHub Copilot can generate and edit images in chat, in public preview

GitHub says Copilot can now generate and edit images from natural-language requests. The selected reasoning model calls an image-generation tool powered by GPT Image 2.5 Flare, shows the result inline and saves it to the project. It works in any Copilot chat session in VS Code, the GitHub Copilot app or Copilot CLI.GitHub Copilot· Coding

GitHub Agentic Workflows, an open source project from GitHub Next, is generally available

GitHub says Agentic Workflows is generally available on github.com for Free, Team and Enterprise. Users write automations in natural-language Markdown files, which compile to standard GitHub Actions YAML, so they reuse existing runner groups and policies. Tasks include issue triage, CI failure analysis, documentation updates and test writing, using GitHub Copilot or a bring-your-own coding agent; the default Copilot CLI engine needs a Copilot license.GitHub Copilot· Coding

GitHub Copilot in JetBrains gets Fusion, generally available local sandboxes and next edit suggestions

GitHub's JetBrains update brings Copilot Fusion to JetBrains IDEs. Fusion replaces the current Auto model option and is rolling out gradually to all Copilot users; GitHub says its use is discounted 30% for the first 30 days.Models

NVIDIA releases open-weight Nemotron 3.5 Transcribe, which ties for #1 among open-weight speech-to-text models on Artificial Analysis

NVIDIA's Nemotron 3.5 Transcribe is a new open-weight, promptable speech-to-text model: a 30B mixture-of-experts with about 4B active parameters. NVIDIA says one checkpoint handles transcription in 40 languages, speaker attribution, translation, contextual prompting and audio understanding, and that the weights, data and recipes are open. It is available on Hugging Face, with a live demo.Coding

Vercel's fx v0.0.15 cuts memory use by 70% in long sessions and adds /fork

Vercel released v0.0.15 of its fx CLI. The figures are Vercel's own.Mistral AI· Models

Mistral opens a Responses API in public preview and serves DeepSeek V4.1 Flash and GLM 5.3 Flash

Mistral announced on October 28 that its Responses API, made for building agents on Mistral, is in public preview. According to Mistral, each response returns the model's answer, its reasoning and its tool calls as separate items, so an app can handle every step more easily than with Chat Completions. It works with all chat models hosted by Mistral, including Large 4. The documentation is on Mistral's Studio docs site.OpenAI· Coding

OpenAI and ServiceNow expand their partnership to connect ServiceNow workflows with ChatGPT and Codex

OpenAI says it is expanding the partnership it announced with ServiceNow in January, to bring OpenAI models and agents into ServiceNow products and ServiceNow workflows into ChatGPT and Codex.Coding

T3 Code adds a single MCP server to control a whole fleet of machines

Theo announced on X on October 28 that T3 Code can now control a whole fleet through a single MCP server. In a demo video he starts 8 threads on different machines from his phone through Grok Bot. He clarified that this runs over the internet, not through computer use: with his laptop turned off, he can still control his other machines from Grok Bot on his phone. The post had about 950 likes and 147 replies by October 28.Z.ai· Coding

Zhipu opens Z Managed Agents, a cloud agent runtime for GLM, to all users

A post on X by the account leo114119 says Zhipu's Z Managed Agents is now open to everyone. The post describes it as a cloud-hosted runtime for agents that spares developers from building their own agent runtime, execution environment and task orchestration.xAI· Models

xAI's Grok API adds custom content guidelines for NSFW, violence and profanity

xAI's API release notes say requests to the Chat Completions and Responses APIs can now carry a guidelines array that sets how Grok handles content in three categories: nsfw, violence and profanity. According to xAI, Grok follows the guidelines as it writes its response. The release notes point to a "Custom Moderation Controls" page in the docs for details.Anthropic· Products· 9 discussions

Anthropic files an S-1 with the SEC for a proposed IPO

Anthropic said on X that it has filed an S-1 registration statement with the US Securities and Exchange Commission related to its proposed initial public offering, with details in a post on its site. Anthropic says it intends to list its Class A common stock on the Nasdaq Global Select Market under the symbol "ANT". The number of shares and the price range have not been set. The statement has not yet become effective, so the shares cannot be sold until it does; the offering will be made only by prospectus, and Anthropic names Goldman Sachs and Morgan Stanley as the sources for copies of the preliminary prospectus.Models· 2 discussions

Artificial Analysis releases Intelligence Index v5, with Claude Opus 5.5 on top

Artificial Analysis published version 5 of its Intelligence Index, a composite of model capability, with two new benchmarks and three upgrades. It says that for the first time most of the index is built on private datasets. It also launched a Progress Index v1 that places language models released since November 2022 on one capability scale.Multimodal

Cartesia Managed Agents scores 1115 Elo on Artificial Analysis's Speech Agent Arena

Artificial Analysis says Cartesia Managed Agents, Cartesia's fully managed platform for building and deploying voice agents, scores an Elo of 1115 (95% CI 1086–1144, 685 samples) on its Speech Agent Arena, 98 points above Cartesia's earlier voice agent product, Cartesia Line (1017). The confidence intervals do not overlap. The results are Artificial Analysis's own.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.Products

Vercel Agent sessions in the dashboard and Slack now cost 67% less on average

Vercel says Agent sessions in the dashboard and in Slack now cost 67% less on average. According to Vercel, it rebuilt the agent's context management to use fewer tokens and to make better use of prompt caching. The changes are live and need no action from users.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.Infrastructure

Vercel AI Gateway adds 14 ElevenLabs models, 50% off through November 9

Vercel says 14 ElevenLabs models are now available on AI Gateway, its unified endpoint for model providers, and are 50% off through November 9. Vercel lists realtime voice agents, music, sound effects, multi-voice dialogue, streaming speech over WebSockets and speech to text among them.
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