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Friday

  1. gihyo.jp

    GitHub officially makes Copilot Fusion available at Universe 2026, and opens public beta of Copilot…

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginning a public beta of Projects, which centralizes materials, repositories, sessions, and artifacts in one place for management. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, within 2 points of Claude Code using Opus 5.5 Max, while its average API cost per task is about half and its time is about 40% less.

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginn

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Thursday

  1. Rohan Paul

    Rohan Paul: The agent economy is taking over, with GitHub commits reaching 7.38 billion in September

    Citing data, Rohan Paul said that GitHub recorded 7.38 billion commits in September 2026, more than five times the figure a year earlier. To handle the flood of agent-generated code, GitHub has added 4 million CPU cores, 160PB of high-speed storage, and 50Tb/s of network capacity this year. A traffic surge on August 17 caused a 7-hour-47-minute outage affecting authentication, Actions, pull requests, and Copilot, and GitHub is migrating to multi-region Azure deployments and refactoring Git to decouple storage from compute.

    Citing data, Rohan Paul said that GitHub recorded 7.38 billion commits in September 2026, more than five times the figure a year earlier. To handle the flood of agent-generated code, GitHub has added 4 million CPU cores, 160PB of high-speed storage, and 50Tb/s of network capacity this year. A traffic surge on August 17 caused a 7-hour-47-minute outage affecting authentication, Actions, pull requests, and Copilot, and GitHub is migrating to multi-region Azure deployments and refactoring Git to de

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  2. Rohan PaulSelected

    Microsoft Releases GitHub Copilot Fusion, Routing Coding Tasks Between Claude and GPT Models

    Microsoft has released GitHub Copilot Fusion, which can route coding tasks between Claude and GPT models. On Artificial Analysis's Coding Agent Index, its Max setting scores 60, versus 62 for Claude Code; the per-task cost is $5.59 versus $11.42. Fusion consumes 7.2M tokens per task, about half of Claude Code's usage.

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  3. Testing Catalog

    GitHub launches five new features at UNIVERSE'26, including Copilot Fusion and Projects

    At the UNIVERSE'26 event, GitHub announced several new Copilot features. Copilot Fusion can coordinate multiple models and workflows when a single model is not enough; Copilot Projects centrally displays work progress and assigns Copilot its next tasks; in addition, there is a security extension for code scanning alerts, Copilot dreaming, which provides improvement suggestions for personal memory and repository instructions, and Copilot Automations, which can be triggered on demand, on a schedule, or by events.

    At the UNIVERSE'26 event, GitHub announced several new Copilot features. Copilot Fusion can coordinate multiple models and workflows when a single model is not enough; Copilot Projects centrally displays work progress and assigns Copilot its next tasks; in addition, there is a security extension for code scanning alerts, Copilot dreaming, which provides improvement suggestions for personal memory and repository instructions, and Copilot Automations, which can be triggered on demand, on a schedul

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  4. Satya NadellaSelected

    Microsoft at GitHub Universe announced Copilot Fusion, Foundry managed service and…

    At GitHub Universe, Microsoft announced multiple updates, saying it is redefining the SDLC for the agent era. GitHub Copilot Fusion is claimed to reach frontier-level quality, with a 40% speed improvement and up to 77% lower cost; the unified Copilot harness has entered Foundry as a managed service for building long-running agents that can reason, call tools and complete work; Copilot Projects provides an orchestration loop for multi-agent collaboration across repositories. Microsoft also said it is expanding capacity and strengthening GitHub's architecture.

    At GitHub Universe, Microsoft announced multiple updates, saying it is redefining the SDLC for the agent era. GitHub Copilot Fusion is claimed to reach frontier-level quality, with a 40% speed improvement and up to 77% lower cost; the unified Copilot harness has entered Foundry as a managed service for building long-running agents that can reason, call tools and complete work; Copilot Projects provides an orchestration loop for multi-agent collaboration across repositories. Microsoft also said i

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  5. Artificial AnalysisSelected

    Artificial Analysis tests GitHub Copilot Fusion: $5.59 cost per task…

    In Coding Agent Index v2.0, Artificial Analysis benchmarked GitHub Copilot's Copilot Fusion, which costs $5.59 per task, compared with $11.42 for Claude Code with Opus 5.5 (max), while performing only 2 points lower. Copilot Fusion is a runtime orchestration system that selects and coordinates among Anthropic and OpenAI models such as Claude Opus 5.5, Claude Sonnet 5.5, GPT-6 Astra, and GPT-6 Sol. It leads on Terminal-Bench 4.0 with a score of 71, ranks third on FrontierCode with 51 points, and uses 7.2M tokens per task, about half that of Opus 5.5 in Claude Code.

    In Coding Agent Index v2.0, Artificial Analysis benchmarked GitHub Copilot's Copilot Fusion, which costs $5.59 per task, compared with $11.42 for Claude Code with Opus 5.5 (max), while performing only 2 points lower. Copilot Fusion is a runtime orchestration system that selects and coordinates among Anthropic and OpenAI models such as Claude Opus 5.5, Claude Sonnet 5.5, GPT-6 Astra, and GPT-6 Sol. It leads on Terminal-Bench 4.0 with a score of 71, ranks third on FrontierCode with 51 points, and

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  6. heise online

    GitHub Octoverse report: TypeScript remains the most-contributed-to language, over 40% of PRs drafted by agents

    GitHub said in its Octoverse report on October 28 that Pull Requests merged over the past twelve months reached 1.3 billion, averaging 3.5 million per day, three times the figure for the same period last year. More than 40% of Pull Requests begin with an agent-drafted opening, compared with 17% in March 2026; projects containing an AGENTS.md file receive eight times as many commits as projects without such a file. TypeScript and Python each have about 13 million monthly contributors, tying as the most popular languages, with JavaScript close behind at 7.4 million; platform users grew to 225 million, with Germany ranking eighth at 6.3 million.

    GitHub said in its Octoverse report on October 28 that Pull Requests merged over the past twelve months reached 1.3 billion, averaging 3.5 million per day, three times the figure for the same period last year. More than 40% of Pull Requests begin with an agent-drafted opening, compared with 17% in March 2026; projects containing an AGENTS.md file receive eight times as many commits as projects without such a file. TypeScript and Python each have about 13 million monthly contributors, tying as th

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  7. heise online

    GitHub launches Copilot Access, Enterprise customers no longer need an additional Copilot license

    GitHub launches Copilot Access: customers holding a GitHub Enterprise Cloud license can use all Copilot features for $21 per month, with no additional Copilot license required, so enterprises no longer need to manage two licenses per user. Copilot Standalone remains $10 per month but does not include credit allowance and is billed from first use; existing Copilot Business or Copilot Enterprise customers can keep their current plan or voluntarily migrate, currently by contacting sales, with a self-service option to follow later. GitHub also introduces model routing Copilot Fusion, which can select a suitable model or combination of models for each prompt, saving up to three-quarters of token costs with essentially unchanged quality according to its benchmarks, and can call locally installed models.

    GitHub launches Copilot Access: customers holding a GitHub Enterprise Cloud license can use all Copilot features for $21 per month, with no additional Copilot license required, so enterprises no longer need to manage two licenses per user. Copilot Standalone remains $10 per month but does not include credit allowance and is billed from first use; existing Copilot Business or Copilot Enterprise customers can keep their current plan or voluntarily migrate, currently by contacting sales, with a sel

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  8. heise online

    JFrog found that 42 GitHub repositories were implanted with the npm worm testmetest malicious code

    The JFrog security research team found that 42 GitHub repositories were implanted with execution hooks and hidden malicious code, and classified them under the npm worm campaign testmetest. These repositories belong to 11 legitimate owners, and attackers injected code through stolen accounts or employee permissions; when users launch Claude Code, Gemini, or Cursor in a project, or open a VS Code workspace with the corresponding settings, the related configuration may execute the hidden file .github/init.js. JFrog listed 15 npm packages with at least one version judged malicious, and recommended checking affected systems, reviewing repository configurations and workflows, and revoking potentially leaked credentials; SafeDep said the worm installs a wiper that deletes the victim's home directory when the victim revokes the stolen GitHub token.

    The JFrog security research team found that 42 GitHub repositories were implanted with execution hooks and hidden malicious code, and classified them under the npm worm campaign testmetest. These repositories belong to 11 legitimate owners, and attackers injected code through stolen accounts or employee permissions; when users launch Claude Code, Gemini, or Cursor in a project, or open a VS Code workspace with the corresponding settings, the related configuration may execute the hidden file .git

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  9. Analytics India Magazine

    GitHub adds 4 million CPU cores and releases Copilot Fusion multi-model routing

    GitHub announced that on top of its August expansion it is adding more than 4 million additional CPU cores and 160 PB of storage, and rebuilding its Git architecture to decouple compute from storage, which it says can deliver up to a 35x throughput improvement. At the GitHub Universe conference, Copilot Fusion became generally available, routing frontier models across three tiers—Standard, High, and Max—based on task difficulty; the company says the Max tier improves task completion rates while keeping inference costs within 1.1x of baseline models. GitHub also launched AI code scanning, reachability analysis, and an npm package firewall, while Copilot Projects, Connectors (with native MCP integration), and Automations are now live; Copilot access has expanded to all GitHub Enterprise users with no additional seat purchase required.

    GitHub announced that on top of its August expansion it is adding more than 4 million additional CPU cores and 160 PB of storage, and rebuilding its Git architecture to decouple compute from storage, which it says can deliver up to a 35x throughput improvement. At the GitHub Universe conference, Copilot Fusion became generally available, routing frontier models across three tiers—Standard, High, and Max—based on task difficulty; the company says the Max tier improves task completion rates while

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  10. The New Stack

    GitHub releases Copilot Fusion model selection and orchestration system

    GitHub released Copilot Fusion at the Universe conference; the system automatically selects and orchestrates the models used for coding tasks, and it is now generally available. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, less than 2 points behind Claude Code using Opus 5.5 Max, while its average API cost is about half of the latter and its time per task is about 40% lower. Developers only need to choose among three investment levels—Fusion Standard, High, and Max—and enterprise administrators can restrict which models are available and set whether it is the default.

    GitHub released Copilot Fusion at the Universe conference; the system automatically selects and orchestrates the models used for coding tasks, and it is now generally available. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, less than 2 points behind Claude Code using Opus 5.5 Max, while its average API cost is about half of the latter and its time per task is about 40% lower. Developers only need to choose among three investment levels—Fusion Standard, High, and

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  11. The New Stack

    GitHub Executive Responds to New Competitor: The World Doesn't Need Another GitHub

    At the Universe '26 conference, GitHub COO Kyle Daigle responded to Entire, a GitHub alternative founded by former CEO Thomas Dohmke, saying, "I don't think the world needs another GitHub"—what developers need is for GitHub to evolve for the agent era. GitHub announced the addition of 4 million CPU cores and 160PB of storage, along with a comprehensive rebuild of its backend infrastructure; it currently serves more than 225 million developers. Dohmke responded that developers clearly need new options, and that Entire aims to make a new home for the community open source, extensible, and distributed across multiple regions worldwide.

    At the Universe '26 conference, GitHub COO Kyle Daigle responded to Entire, a GitHub alternative founded by former CEO Thomas Dohmke, saying, "I don't think the world needs another GitHub"—what developers need is for GitHub to evolve for the agent era. GitHub announced the addition of 4 million CPU cores and 160PB of storage, along with a comprehensive rebuild of its backend infrastructure; it currently serves more than 225 million developers. Dohmke responded that developers clearly need new op

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  12. Simon Willison

    GitHub Octoverse 2026: Merged PRs Rise to 220 Million per Month

    In the Octoverse 2026 report, GitHub announced that in 2026 merged pull requests rose to 220 million per month in less than a year, commits rose to 7.38 billion per month, and the rate of new repository creation doubled to 30.3 million per month. The report also tallies repository data by industry, and separately counts public repositories whose names, descriptions, topics, or READMEs involve interoperability or reverse engineering. The methodology section explains that for country rankings, an LLM extracts ISO 3166-1 alpha-2 codes from user profiles to correct for VPN bias, while for industry classification, a fine-tuned multilingual embedding model is used to categorize public repositories created between 2022 and 2026 according to NAICS.

    In the Octoverse 2026 report, GitHub announced that in 2026 merged pull requests rose to 220 million per month in less than a year, commits rose to 7.38 billion per month, and the rate of new repository creation doubled to 30.3 million per month. The report also tallies repository data by industry, and separately counts public repositories whose names, descriptions, topics, or READMEs involve interoperability or reverse engineering. The methodology section explains that for country rankings, an

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Wednesday

  1. Simon Willison

    Running a Game Boy Color emulator on the GitHub Universe conference badge

    Steve Francia used Gemini to implement an NES emulator on the GitHub Universe conference badge, and further deployed Game Boy and Game Boy Color emulators, so that as long as you have a ROM, you can play The Legend of Zelda: Link's Awakening on the badge. This badge is a computer with a color screen; when flipped upside down, you can use the built-in game controller touch buttons.

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Saturday

  1. Alibaba Cloud Developer Community AI

    TrendRadar Deployment Log: Zero-Cost Hourly Scraping of Trending Lists Across the Web with GitHub Actions

    TrendRadar automatically scrapes trending lists at the 33rd minute of every hour via GitHub Actions and generates index.html, which is published with GitHub Pages. In testing, the site returned 200 and the report size was 136,806 bytes. To deploy, create a repository from the template, then touch each workflow file one by one to trigger indexing, and add steps such as configure-pages, upload-pages-artifact, and deploy-pages to crawler.yml; otherwise Pages will return 404. The project also supports optional AI analysis (AI_ANALYSIS_ENABLED / AI_API_KEY) and push channels such as Feishu, DingTalk, and email.

    TrendRadar automatically scrapes trending lists at the 33rd minute of every hour via GitHub Actions and generates index.html, which is published with GitHub Pages. In testing, the site returned 200 and the report size was 136,806 bytes. To deploy, create a repository from the template, then touch each workflow file one by one to trigger indexing, and add steps such as configure-pages, upload-pages-artifact, and deploy-pages to crawler.yml; otherwise Pages will return 404. The project also suppor

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Friday

  1. TMTPost · AGI

    San Francisco AI venture capital data packaging: buying GitHub stars for 6 cents, annualizing two-week orders into full-year ARR

    TMTPost AGI sorts through the data packaging tactics in the San Francisco AI venture capital circle, including multiplying a $3 million order from two weeks by 26 to claim externally about $80 million in ARR, startups mutually signing $5 million letters of intent, and buying GitHub stars at 6 cents each. The article also mentions that such practices likewise exist in the circles of large model labs and computing power centers, and cites industry insiders saying that the previous company that inflated $220 million in revenue by swapping invoices has already gone bankrupt.

    venture capital circle, including multiplying a $3 million order from two weeks by 26 to claim externally about $80 million in ARR, startups mutually signing $5 million letters of intent, and buying GitHub stars at 6 cents each. The article also mentions that such practices likewise exist in the circles of large model labs and computing power centers, and cites industry insiders saying that the previous company that inflated $220 million in revenue by swapping invoices has already gone bankrupt.

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  2. heise online

    GitHub Package Firewall opens public preview, blocking malicious npm packages

    GitHub is opening Package Firewall as a public preview to Enterprise Cloud customers, checking package queries and downloads against centralized security policies; currently only npm packages are supported. Administrators can set a waiting period after a new version is released, block based on malware and vulnerability information from the GitHub Advisory Database, and prevent downloads when install scripts such as preinstall or postinstall appear for the first time in a new version or when SLSA provenance that previous versions had is missing. The firewall sits between clients and upstream package sources, so coding agents and CI/CD hosts must route their requests through the service for it to take effect; it is free during the preview, and general availability will be billed by usage. GitHub has not announced the general availability date or specific pricing.

    GitHub is opening Package Firewall as a public preview to Enterprise Cloud customers, checking package queries and downloads against centralized security policies; currently only npm packages are supported. Administrators can set a waiting period after a new version is released, block based on malware and vulnerability information from the GitHub Advisory Database, and prevent downloads when install scripts such as preinstall or postinstall appear for the first time in a new version or when SLSA

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Thursday

  1. heise online

    iX Workshop: Agentic Engineering with GitHub Copilot

    iX launches the online workshop "Agentic Engineering statt Vibe Coding", explaining how to integrate coding agents into a controllable development process using GitHub Copilot, Spec-Driven Development and TDD. The course covers requirement specifications, acceptance criteria and technical planning, demonstrates agents executing tasks and validating results with tests, and compares the workload with and without agent support. The workshop is led by Microsoft MVP Gregor Biswanger, limited to 16 participants, from 09:00 to 17:00.

    iX launches the online workshop "Agentic Engineering statt Vibe Coding", explaining how to integrate coding agents into a controllable development process using GitHub Copilot, Spec-Driven Development and TDD. The course covers requirement specifications, acceptance criteria and technical planning, demonstrates agents executing tasks and validating results with tests, and compares the workload with and without agent support. The workshop is led by Microsoft MVP Gregor Biswanger, limited to 16 pa

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