In this video, the host discusses several cybersecurity topics, including a German agreement for cloud-based collaboration in …

News Title: Six German States Choose Nextcloud-Based Collaboration for Schools By: Bobby Borisov https://linuxiac.com/six-german-states-choose-nextcloud-based-collaboration-for-schools/ Also: [Schools in Six German States Can Now Opt For Nextcloud](https://feed.itsfoss.com/link/24361/17514387/ionos-nextcloud-school-cloud) — By: [Sourav Rudra](https://itsfoss.com/author/sourav/) Title: Compromised eMudhra Certificates: Update Your JetBrains IDEs, ReSharper, etc. https://blog.jetbrains.com/security/2026/10/compromised-emudhra-certificates-ides/ Also: [adoptium.net](https://adoptium.net/news/2026/10/eclipse-temurin-17021-21013-2505-2701-available) Title: Backdoor in Claude Code for VS Code extension on the Cursor Marketplace […]

News Title: https://blog.cloudflare.com/emudhra-certificate-compromise/ Also: [emudhra.we-have-a-problem.com](https://emudhra.we-have-a-problem.com/) Also: [blog.mozilla.org](https://blog.mozilla.org/security/2026/10/20/protecting-firefox-users-following-the-compromise-of-emudhra-intermediate-certificates/) Also: [groups.google.com](https://groups.google.com/a/mozilla.org/g/dev-security-policy/c/0R3XLJL6FuE) Also: [CVE-2026-111943: Compromised Intermediate Certificate Authority](https://nvd.nist.gov/vuln/detail/cve-2026-111943) Title: Announcing DuckDB 2.0.0 LTS “Cinnamon Teal” https://duckdb.org/2026/10/21/announcing-duckdb-200 Title: Steam Client Update Fixes Vulkan Game Freezes on Linux https://linuxiac.com/steam-client-update-fixes-vulkan-game-freezes-on-linux/ Title: DeepSeek open-sources the inference engine behind its API. And Huawei gets equal billing with Nvidia. https://thenewstack.io/deepseek-deepinfer-huawei-nvidia/ Also: [github.com](https://github.com/deepseek-ai/DeepInfer) Title: Critical […]

This is the "unscientific" edition: nine local models through the same 99 agentic coding tasks, 3 repeats each, on the opencode 1.18.16 harness — fixed 300s timeout, 3-repair budget. No cross-prompt averaging, no statistical treatment, and the boxes were under real load. The goal was never a league table; it was to find what this […]

News Title: Claude found 29,000 possible bugs in open source. Only 516 have been fixed. By: Amanda Caswell https://thenewstack.io/anthropic-oss-scanner-vulnerabilities/ Title: Valve’s Steam Client for Linux Goes 64-bit in Beta and Moves Into a Container By: Sourav Rudra https://feed.itsfoss.com/link/24361/17498835/steam-linux-64-bit-client Also: [Today’s Steam Beta Makes The Linux Client A 64-bit App](https://www.phoronix.com/news/Steam-Linux-Beta-64-bit) — By: [Written by Michael Larabel […]

Vulnerability News Title: Margaret Hamilton, whose software helped land Apollo 11 on the Moon, dies at 90 https://www.bbc.co.uk/news/articles/cx5yn46j41zpo Also: [Margaret Hamilton, computing pioneer who led software development for the Apollo program, dies at 90](https://news.mit.edu/2026/margaret-hamilton-computing-pioneer-dies-1007) — By: Janine Liberty | Department of Aeronautics and Astronautics Title: “Think of it as Kubernetes for agents”: OpenClaw lands in […]

This video explains the concept of Kev, an open-source, local version of Jev (TypeSafe’s AI), which is used to train models to …

Vulnerability News Title: AI Agents are breaking into Online Retailers for $25 a target By: Curtis Simpson https://gambit.security/blog-posts/autonomous-ai-agents-online-retailers-25-a-company Title: arXiv receives Multiyear Philanthropic Commitments to Support Its Launch as an Independent Nonprofit [N] https://blog.arxiv.org/2026/09/23/arxiv-receives-multiyear-investment/ Also: Reddit Title: New RSA attack forges signatures without factoring the key By: Dan Goodin https://arstechnica.com/security/2026/09/theres-a-new-way-to-break-rsa-thats-faster-than-anything-weve-seen-before/ Also: Forging 1024-bit RSA signaturesin […]

News Title: Debian Says Yes to Generative AI, but Keeps Humans Accountable By: Bobby Borisov https://linuxiac.com/debian-says-yes-to-generative-ai-but-keeps-humans-accountable/ Title: Debian AI Vote has Divided the Community By: Abhishek Prakash https://itsfoss.com/news/debian-allows-ai-contribution/ Title: California’s Age Verification Bill Passes with Linux Exemption Intact By: Bobby Borisov https://linuxiac.com/californias-age-verification-bill-passes-with-linux-exemption-intact/ Title: AI Crawlers Are Bleeding The Linux Kernel Repo’s Compute Power By: Sourav […]

Local model benchmark — harness: opencode 1.18.16 Model Pass rate First-try validity Avg repairs Avg generation Avg execution Tokens/sec hf.co/unsloth/Qwen3.8-27B-GGUF:UD-Q4_K_M 86/99 (86.9%) 100.0% 0.00 2m 26s 122 ms 5.6 hf.co/unsloth/Qwen3.8-27B-GGUF:UD-Q5_K_XL 89/99 (89.9%) 100.0% 0.00 2m 38s 74 ms 5.6 laguna-xs.2:latest 91/99 (91.9%) 100.0% 0.00 93.31 s 224 ms 34.1 muse-glimmer:30b 87/99 (87.9%) 100.0% 0.00 2m […]

News Title: New IncidentRelay Platform Brings Open-Source On-Call Management By: Bobby Borisov https://linuxiac.com/new-incidentrelay-platform-brings-open-source-on-call-management/ Title: Jack Dorsey Launches Buzz, an Open-Source Slack Alternative By: Bobby Borisov https://linuxiac.com/jack-dorsey-launches-buzz-an-open-source-slack-alternative/ Title: Debian Developers Debate Ban on AI-Assisted Contributions By: Bobby Borisov https://linuxiac.com/debian-developers-debate-ban-on-ai-assisted-contributions/ Title: OpenUK Wants Britain to Stop Giving Away Open Source Creations By: Sourav Rudra https://itsfoss.com/news/british-flavored-linux-foundation-proposal/ Title: Good […]

This video showcases the installation and usage of Invoke AI, a user-friendly interface for image generation and manipulation.