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Wednesday 28 October
- Simon Willison
ArticleSimon Willison
Quoting Terk Terkowitz
Simon Willison's post quotes Terk Terkowitz of Amazon engineering leadership on Amazon's guidelines for software engineers regarding AI tooling. The guidance states that if an engineer's work does not benefit from current AI tools, this is a finding to document and share with peers and bring to a manager rather than a failing, and that an engineer who can explain where AI does not yet help their work is demonstrating the judgement Amazon is asking for. The guidance comes from 'An update from Amazon engineering leadership on the role of the developer in the age of AI.'
- OpenAI
OfficialOpenAI
Legora is building the agentic operating system for legal work
Legora is building an agentic operating system for legal work that uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work.

ArticleLatent Space
[AINews] Anthropic ends Coding Interviews: "Hunger beats tenure"
Latent Space's AINews episode covers several AI developments. Anthropic hiring manager Felix Reiseberg announced he has stopped asking candidates to do coding interviews, arguing Claude now outperforms people at React and assembly tasks; he advises junior engineers to prioritize business impact over backlog, pursue ambitious ideas, build working prototypes over a weekend, and lean into their fresh user perspective ('Hunger beats tenure'). Google DeepMind introduced Genie 4, a real-time world model with native audio, physics, and Gemini-based planning, positioned toward testing agents and robots. In AI for science, Axiom announced a Lean auto-formalization of the Classification of Finite Simple Groups (~15,000 pages across ~500 papers, ~50M lines of Lean produced by agent swarms in 24 days), displacing the four-color theorem as the largest computer-verified proof, while OpenAI and Anthropic reported independent claims related to disproving the Exponential Time Hypothesis. Independent evals were updated: Artificial Analysis Intelligence Index v5, FrontierCode 2.0, and results for a new GPT-6.1 model.
Tuesday 27 October

OfficialGitHub
GitHub Copilot supports server-to-server authentication
GitHub Copilot now supports server-to-server authentication for GitHub Apps installed on organizations, available in public preview. This allows services and agents built with the GitHub Copilot SDK to make authenticated requests on behalf of organizations.
- Simon Willison
ArticleSimon Willison
Game Boy Color on My Conference Badge
At GitHub Universe, Simon Willison describes his conference badge, a full-color screen computer. He notes that Steve Francia, working with Gemini, built a full NES emulator for the badge and then extended it to Game Boy and Game Boy Color emulators, allowing The Legend of Zelda: Link's Awakening to run on the badge. The badge can be turned upside down to use built-in game controller touch buttons.
- Latent Space
ArticleLatent Space
How Anthropic ships Claude with Claude: Separating the Brain from the Hands
In a Latent Space episode, Anthropic's heads of engineering (Katelyn Lesse) and product (Angela Jiang) discuss the launch of Claude Opus 5.5, which has held the top-ranked LLM title for about a month, and the engineering behind the Claude Platform. The episode covers how Opus 5.5 is cheaper to run than its predecessor, changes to API integration including preserving thinking blocks across turns to protect reasoning against distillation, and how early access programs run evaluations in customers' own harnesses to see the model on tasks Anthropic's own products do not cover. A central mental model is separating an agent's 'brain' (session log and harness) from its 'hands' (the sandbox that executes code), which improves latency and reliability and adds security by keeping credentials out of the sandbox. The episode also covers Managed Agents' memory feature ('dreaming'), a roadmap that has shifted more attention toward safety, and the practice of evaluating agents.

ArticleLatent Space
How Anthropic ships the #1 LLM in the World safely: Separating the Brain from the Hands
In this Latent Space episode, Katelyn Lesse and Angela Jiang explain the engineering behind the Claude Platform, covering the launch of Opus 5.5, separating the model's 'brain' from the agent's 'hands,' scaling APIs, and building reliable managed agents.
- OpenAI
OfficialOpenAI
Retell uses OpenAI models to help power 100M monthly calls
Retell uses OpenAI models to power 100 million monthly calls. GPT-6 Astra tops Retell's voice agent benchmark, while Codex helps the company reach a $1.6 million annual revenue run rate per employee.
- OpenAI
OfficialOpenAI
OpenAI expands partnership with Oracle to bring its apps to ChatGPT
OpenAI and Oracle are expanding their partnership to bring business applications and AI agents into ChatGPT and to power new Oracle offerings.
Monday 26 October

OfficialGitHub
GitHub Copilot Assisted Permissions Generally Available
GitHub Copilot's assisted permissions feature is now generally available across GitHub Copilot CLI, the GitHub Copilot app, and Visual Studio Code. When Copilot requests permission to run a command or access a file system path, the feature provides permission prompts to control what the assistant can execute.

OfficialGitHub
GPT-6.1 Terra in GitHub Copilot
The GitHub blog announces that GPT-6.1 Terra, OpenAI's newest model, is now generally available in GitHub Copilot. It is designed for everyday agentic coding and terminal work at a lower cost than GPT-6.1 Sol.
- OpenAI
OfficialOpenAI
How Fanatics and OpenAI streamline the fan experience
Fanatics uses OpenAI to help fans complete their game-day outfits with a 'Shop the Look' feature. Testing across roughly 30,000 MLB products showed 10% higher engagement.
Saturday 24 October

OfficialGitHub
Usage metrics API adds usage from tools like OpenCode
GitHub announced that its Copilot usage metrics API now reports model usage from more of the tools developers use with Copilot, including tools like OpenCode that weren't previously captured in reports.
Friday 23 October

OfficialGitHub
Enterprise installations for GitHub Apps generally available
GitHub's blog announces that Enterprise installations for GitHub Apps are now generally available. Organizations can now replace classic Personal Access Tokens (PATs) with GitHub Apps in more of their enterprise and organization automation, supported by an expanded API.

OfficialGitHub
GitHub Copilot in Visual Studio — September update
GitHub's official blog announced the September 2026 update to GitHub Copilot in Visual Studio. The update adds the ability to explore pull requests without leaving chat, bring the AI model your team trusts, and fix vulnerable packages the moment Visual Studio flags them.
- OpenAI
OfficialOpenAI
OpenAI and Poland's NASK partner to advance AI safety and security
OpenAI and Poland's NASK institute are partnering on AI safety, security, and technical research to strengthen safeguards and support a more resilient digital ecosystem.

OfficialGitHub
Custom skills, agents, and MCP servers in usage metrics API
GitHub's official blog announces that Copilot usage metrics now display the names of the skills, custom agents, Model Context Protocol (MCP) servers, slash commands, and plugins created by an organization, instead of grouping them under a single category.
Thursday 22 October

OfficialGitHub
Global default for Copilot features generally available
GitHub announced a global default policy for generally available GitHub Copilot features and supported client capabilities on the Copilot Business and Copilot Enterprise plans, and is gradually rolling it out starting today.

OfficialGitHub
Meta API endpoints updated for Actions blob storage
GitHub is adding blob storage endpoints for GitHub Actions on github.com as part of ongoing work to improve capacity and reliability. The meta API now includes these new endpoints.

OfficialGitHub
Public monitoring now available with data residency
GitHub now offers public monitoring in public preview for GitHub Enterprise Cloud with data residency (GHEC DR). Public monitoring extends secret scanning beyond internal repositories.

OfficialGitHub
Industry comparisons in the Copilot impact dashboard
The GitHub Copilot impact dashboard now includes an 'Industry comparison' section. Enterprises and organizations not owned by an enterprise can compare their Copilot agentic adoption and leverage against aggregated benchmarks.

OfficialDocker
ActiveState Partners with Docker to Secure the Open Source in Enterprise Containers
ActiveState has partnered with Docker to help secure open source components used in enterprise containers. The collaboration addresses container security across the image, build, and runtime stages, offering practical steps to reduce the attack surface and prevent vulnerabilities from reaching production.
- OpenAI
OfficialOpenAI
Uber Brings ChatGPT Work to All Employees with OpenAI
Uber is rolling out ChatGPT Work to more than 30,000 employees, helping teams research, analyze data, create presentations, and complete complex workflows.
Wednesday 21 October

OfficialDocker
Your Agent Runs in a Docker Sandbox. Now It Can Join a Team.
Docker's official channel announces that AI agents running in Docker Sandboxes can now join a team, allowing isolated agents to collaborate across environments and manage access securely, using BAND AI.

OfficialDocker
From baseline to Secure Software Factory: securing the systems that build your software
In July, Docker, Snyk, and Keycard published Agent Baseline, an open, vendor-neutral reference architecture that defines security outcomes for running AI agents in the enterprise. The initiative grew out of conversations with industry leaders who want to adopt agents more broadly but need answers to questions about what agents are operating with what capabilities and whether they remain secure.
- OpenAI
OfficialOpenAI
OpenAI models are coming to Google Cloud
OpenAI and Google Cloud are bringing frontier OpenAI models and Codex workflows to Gemini's Model Garden, available through Google Cloud Marketplace.
- OpenAI
OfficialOpenAI
How we built ChatGPT's novel ad stack for user trust and relevance
OpenAI explains how it built ChatGPT's LLM-powered advertising stack, which is designed to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
- OpenAI
OfficialOpenAI
Patch the Planet: Global Response Coordination as Agents Uncover Critical Vulnerabilities
Patch the Planet is a global response coordination effort that connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source, as AI agents increasingly uncover critical vulnerabilities.
- Google DeepMind/Google Research
OfficialGoogle DeepMind/Google Research
Southeast Asia's digital economy to hit $368 billion
Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 billion in 2026 and $1 trillion by 2035, according to Google DeepMind/Google Research.
- OpenAI
OfficialOpenAI
Democratic governance of frontier AI, part II: Empowering cyber defenders
OpenAI has outlined a blueprint for empowering cyber defenders through frontier AI, featuring stronger safeguards, modernized cybersecurity, and more resilient public institutions, as part of its work on the democratic governance of frontier AI.