fidzu : nerd

Anthropic says Claude-generated code has scaled so quickly that its existing Git-based infrastructure could not keep up. In response, the company built a custom centralized source-control system called Scion, along with AI-assisted review and search tools. The Register reports: "In May 2026, Anthropic averaged around 2,500 code changes merged per day; as of September, we merged over 30,000 per day," the biz said in a blog post on Tuesday. "We don't expect this rate of growth to slow down anytime soon; the latent demand for merging code is practically infinite, and every bottleneck we remove immediately leads to a further increase in the amount of code we produce." After several months of model prompting and five months of migration, the result is a homemade version control system called Scion, a monorepo scheme that sounds a bit like Subversion, Apache's centralized version control system. [...] Scion has been designed to meet the needs of AI agents, so the client leaves much of the work to the server; the source control queries are exposed via API so internal tools can respond without needing a local repo, and there's less synchronization but more need for server speed. "In Scion, the unit of work is a 'changeset,' an entry in a write-ahead log," Anthropic explains. "A changeset stores most of what you'd expect from a commit in git. But where a git commit stores a pointer to the tree, a changeset stores a list of the files that changed relative to its first parent, along with content-addressed pointers to the compressed file contents in blob storage." [...] Anthropic says its bespoke system isn't right for general use. There will be no open source release. Nonetheless, the company contends that its own code scaling problems will become commonplace in other organizations over the next few months, so it wanted to share its approach -- having ample funding to pay for writing custom infrastructure tools.

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14 Oct 2026 11:00am GMT

IPFire 2.29 Core Update 204 fixes VPN-related DNS resolution issues, updates the Linux kernel to 6.18.54, and refreshes key packages.

14 Oct 2026 10:31am GMT

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14 Oct 2026 10:29am GMT

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14 Oct 2026 10:26am GMT

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14 Oct 2026 10:26am GMT

KDE Plasma 6.8 arrives on KDE's 30th anniversary, dropping native X11 sessions and improving Wayland, performance, HDR, and remote desktop.

14 Oct 2026 10:01am GMT

Valve's latest Steam Client update improves Proton support for non-Steam games, fixes Vulkan issues, and introduces new Big Picture features.

14 Oct 2026 8:15am GMT

Discovery+ has raised prices for new subscribers, increasing its ad-free plan from $10 to $12 per month and its ad-supported plan from $6 to $7. The hike comes shortly after Paramount Skydance acquired Warner Bros. Discovery. Ars Technica reports: The new prices take effect for new subscribers immediately. Current subscribers to the streaming service, which primarily features unscripted content, like reality shows and documentaries, will receive 30 days' notice before the new prices take effect, starting with bills issued as of November 12. [...] However, a Skydance spokesperson told Ars Technica that the pricing changes were in the works before Discovery+ knew about the merger's closing date and were not planned in anticipation of a merger. The spokesperson said that Discovery+'s prices are regularly evaluated to ensure that they are in line with the content and experience that the service offers, and the new prices reflect that. Discovery+ has increased its prices three times since launching in 2012. Before today, the most recent price hike occurred in January 2025, when ad-based monthly subscriptions increased from $5 to $6, and ad-free plans went from $9 to $10.

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14 Oct 2026 7:00am GMT

An anonymous reader quotes a report from CNBC: An OpenAI employee was arrested after a "sophisticated recording device" was found hidden inside the executive conference room. Abdulrahman Alfozan, 35, who is a national of the Kingdom of Saudi Arabia, was arrested in connection with the matter, the DOJ said. The company said an employee planted the device a few days before it was found, and the Federal Bureau of Investigation "moved quickly to make an arrest," the post said. The employee was terminated. FBI Director Kash Patel said in a statement that Alfozan "allegedly concealed a covert recording device inside his employer's executive conference room to secretly capture sensitive communications about the company's super intelligence technology." Alfozan is also listed as a partner at Raed Ventures, a venture capital firm that focuses on the Middle East and North Africa, according to its website. The firm announced on Feb. 6, 2025, that H.H. Prince Khalid Bin Bader Al Saud, a member of the Saudi royal family, had joined the firm as a venture partner. Alfozan was announced as a venture partner two days later. The Raed announcement for Alfozan lists Meta, Microsoft and SAP as previous roles and said he studied computer science and engineering at MIT. "At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data," OpenAI said in the post. "We take protecting our technology, data and people seriously, and as a matter of national importance."

Read more of this story at Slashdot.

14 Oct 2026 3:30am GMT

"I can always find a couple of biotech stocks to smoke," Shkreli said in a livestream.

13 Oct 2026 10:48pm GMT

But third-party sellers, not Anbernic, are the ones routinely selling ROM-filled SD cards.

13 Oct 2026 9:55pm GMT

Topgolf and VMware "ran deep" before the migration.

13 Oct 2026 9:33pm GMT