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    <title>Reveneau AI News</title>
    <link>https://reveneau.com/ainews</link>
    <description>Short briefs on AI and software engineering: developer tools, open-source projects, model and agent releases. Each item links its original source.</description>
    <language>en-us</language>
    <item>
      <title>Lucian ships 400 UI elements as copy-paste AI prompts</title>
      <link>https://reveneau.com/ainews/lucian-uxui-prompt-400-ui-elements-copy-ai-prompt-150-stars</link>
      <guid>https://reveneau.com/ainews/lucian-uxui-prompt-400-ui-elements-copy-ai-prompt-150-stars</guid>
      <pubDate>Fri, 16 Oct 2026 17:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Lucian Labs published Lucian UX/UI Prompt, a MIT-licensed gallery of 400 UI elements, 200 interface parts and 200 website sections, that each come with a prompt the user pastes into Claude Code, Cursor or Codex to port the element into their project. The repository had 150 stars after four days. (Source: Lucian Labs)</description>
    </item>
    <item>
      <title>Autonomous launched Harness, a free command center for coding agents</title>
      <link>https://reveneau.com/ainews/openharness-autonomous-command-center-coding-agents-mit-1266-stars</link>
      <guid>https://reveneau.com/ainews/openharness-autonomous-command-center-coding-agents-mit-1266-stars</guid>
      <pubDate>Fri, 16 Oct 2026 16:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Autonomous launched Harness, a free Mac and Linux app that puts Claude Code, Codex, Cursor and ten more coding agents in one keyboard-first command center across every machine the user links. The companion repository openharness is MIT licensed and had 1,266 stars at the launch. (Source: Autonomous)</description>
    </item>
    <item>
      <title>Muse Wonder matched Claude Fable 5.1 on agent work, and cost more</title>
      <link>https://reveneau.com/ainews/jessica-wachtel-muse-wonder-fable-51-three-tests-head-to-head</link>
      <guid>https://reveneau.com/ainews/jessica-wachtel-muse-wonder-fable-51-three-tests-head-to-head</guid>
      <pubDate>Fri, 16 Oct 2026 15:35:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Jessica Wachtel at The New Stack ran Meta's new Muse Wonder against Anthropic's Claude Fable 5.1 on three agentic tasks, and reports that Muse came within one hidden test on the bug fix, matched Fable on an incident replay, and finished a backend task Fable refused. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Cloudflare will score verified bots on robots.txt and 429 obedience</title>
      <link>https://reveneau.com/ainews/cloudflare-verified-bots-trust-band-robots-txt-429-signals</link>
      <guid>https://reveneau.com/ainews/cloudflare-verified-bots-trust-band-robots-txt-429-signals</guid>
      <pubDate>Fri, 16 Oct 2026 15:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Cloudflare's Verified Bots list will no longer be a static roster: the company says it will measure whether each bot obeys the site's robots.txt over time and whether it slows down after an HTTP 429, and publish an explainable trust band for every one. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>openfilm turns a coding agent into a video agent with an editor</title>
      <link>https://reveneau.com/ainews/openfilm-coding-agent-video-studio-editor-440-stars</link>
      <guid>https://reveneau.com/ainews/openfilm-coding-agent-video-studio-editor-440-stars</guid>
      <pubDate>Fri, 16 Oct 2026 14:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>openfilm is an open-source framework that lets any coding agent write a video as a web page and renders it through headless Chromium, with a desktop editor called Studio to change clips, timing, audio, subtitles and layers after the fact. (Source: openfilm on GitHub)</description>
    </item>
    <item>
      <title>Grafana borrows SLOs from reliability engineering to measure AI agent behaviour</title>
      <link>https://reveneau.com/ainews/grafana-ai-agent-slo-error-budget-95-percent-fulfilled-30-days</link>
      <guid>https://reveneau.com/ainews/grafana-ai-agent-slo-error-budget-95-percent-fulfilled-30-days</guid>
      <pubDate>Fri, 16 Oct 2026 13:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Grafana's Ivana Huckova shows how to put an SLO like 95 percent of conversations judged fulfilled over 30 days on an AI agent, with the 5 percent error budget deciding when a team may ship new prompts and when it must slow down and fix quality. (Source: Grafana Labs)</description>
    </item>
    <item>
      <title>Uvi stores company context so agents stop rebuilding it on every query</title>
      <link>https://reveneau.com/ainews/uvi-shared-memory-ai-agents-eight-times-cheaper-lemonade-monday</link>
      <guid>https://reveneau.com/ainews/uvi-shared-memory-ai-agents-eight-times-cheaper-lemonade-monday</guid>
      <pubDate>Fri, 16 Oct 2026 12:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Uvi, a context layer for enterprise AI agents, says agents built on it cost between 10 and 16 cents per answer against 75 cents to over two dollars when the agent rebuilds context from Slack, Jira and pull requests each time. (Source: The New Stack)</description>
    </item>
    <item>
      <title>ChatGPT can now read and act on your open Chrome tabs</title>
      <link>https://reveneau.com/ainews/chatgpt-chrome-extension-reads-tabs-fills-forms</link>
      <guid>https://reveneau.com/ainews/chatgpt-chrome-extension-reads-tabs-fills-forms</guid>
      <pubDate>Fri, 16 Oct 2026 11:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>OpenAI's ChatGPT Chrome extension can now see your open tabs when you tag @chrome in the Chat or Work app, and ChatGPT Work can send messages, fill out forms, and download files from inside Chrome. (Source: The Verge)</description>
    </item>
    <item>
      <title>SeeCode renders 45 diagram types from a short JSON spec</title>
      <link>https://reveneau.com/ainews/seecode-claude-code-plugin-animated-diagrams-45-types-json-spec-486-stars</link>
      <guid>https://reveneau.com/ainews/seecode-claude-code-plugin-animated-diagrams-45-types-json-spec-486-stars</guid>
      <pubDate>Fri, 16 Oct 2026 10:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>SeeCode is a new MIT-licensed Claude Code plugin and agent skill that takes a 30 to 150 line JSON spec from a coding agent and renders it as one of 45 animated and exportable diagram types, and the repository has gained 486 stars in two weeks. (Source: Aryanutkarsh on GitHub)</description>
    </item>
    <item>
      <title>Thesys published an open-source take on ChatGPT's Intelligent UI</title>
      <link>https://reveneau.com/ainews/thesys-open-intelligent-ui-chatgpt-generative-react-425-stars</link>
      <guid>https://reveneau.com/ainews/thesys-open-intelligent-ui-chatgpt-generative-react-425-stars</guid>
      <pubDate>Fri, 16 Oct 2026 10:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Thesys released an MIT-licensed implementation of ChatGPT's Intelligent UI built on the OpenUI standard, with 59 helper functions, 16 worked examples and 45 diagram component types, and the repository has gained 425 stars in eight days. (Source: Thesys on GitHub)</description>
    </item>
    <item>
      <title>Herdr Projects lets one board run dozens of coding agents at once</title>
      <link>https://reveneau.com/ainews/herdr-projects-mission-control-coding-agents-board-review-740-stars</link>
      <guid>https://reveneau.com/ainews/herdr-projects-mission-control-coding-agents-board-review-740-stars</guid>
      <pubDate>Fri, 16 Oct 2026 09:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Herdr Projects, a free MIT plugin, puts every coding agent on one board, gives each task its own branch and worktree, and has a second agent review the work before a person approves the merge. (Source: Herdr Projects)</description>
    </item>
    <item>
      <title>Pydantic-AI 2.57 adds a reviewer that auto-approves safe tool calls</title>
      <link>https://reveneau.com/ainews/pydantic-ai-2-57-approval-reviewer-harness-tool-calls-auto-approve</link>
      <guid>https://reveneau.com/ainews/pydantic-ai-2-57-approval-reviewer-harness-tool-calls-auto-approve</guid>
      <pubDate>Fri, 16 Oct 2026 09:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Pydantic released pydantic-ai 2.57, which adds a model reviewer that approves low-risk tool calls on a person's behalf and leaves the rest for a human. (Source: Pydantic)</description>
    </item>
    <item>
      <title>Parallax runs every coding agent side by side on your Mac</title>
      <link>https://reveneau.com/ainews/parallax-conifer-coding-agent-orchestrator-martian-code-review-benchmark</link>
      <guid>https://reveneau.com/ainews/parallax-conifer-coding-agent-orchestrator-martian-code-review-benchmark</guid>
      <pubDate>Fri, 16 Oct 2026 07:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Conifer launched Parallax, a Mac app that runs Claude Code, Codex, Cursor and other coding agents side by side on one ask and reviews the work against the full session. (Source: Conifer)</description>
    </item>
    <item>
      <title>Perplexity open-sources SPACE, its Firecracker sandbox for AI agents</title>
      <link>https://reveneau.com/ainews/perplexity-space-open-source-firecracker-sandbox-agents-apache-2</link>
      <guid>https://reveneau.com/ainews/perplexity-space-open-source-firecracker-sandbox-agents-apache-2</guid>
      <pubDate>Fri, 16 Oct 2026 06:20:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Perplexity open-sourced SPACE, the Firecracker microVM platform it uses in production to isolate code that AI agents run, under Apache-2.0. (Source: Perplexity)</description>
    </item>
    <item>
      <title>GitHub added a Max tier to its HydraFusion Copilot orchestration</title>
      <link>https://reveneau.com/ainews/github-hydrafusion-max-copilot-research-preview-tier-opus-5-5-gpt-6-astra</link>
      <guid>https://reveneau.com/ainews/github-hydrafusion-max-copilot-research-preview-tier-opus-5-5-gpt-6-astra</guid>
      <pubDate>Fri, 16 Oct 2026 04:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub added a HydraFusion Max option to Copilot's multi-model orchestration, raised the reasoning effort on review steps, and refreshed the model pool with Claude Opus 5.5, GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna. (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>Xiryn runs personal AI agents in Docker Linux desktops on your computer</title>
      <link>https://reveneau.com/ainews/xiryn-open-source-personal-agent-docker-desktop-telegram-180-stars</link>
      <guid>https://reveneau.com/ainews/xiryn-open-source-personal-agent-docker-desktop-telegram-180-stars</guid>
      <pubDate>Fri, 16 Oct 2026 01:35:00 +0000</pubDate>
      <category>Open source</category>
      <description>Xiryn is a self-hosted take on the personal AI agent, with a Docker Linux desktop per agent, Telegram remote control, and an encrypted vault for the cards it spends. (Source: SouravBeraAkaSpeed/xiryn)</description>
    </item>
    <item>
      <title>Roast Room runs a seven-advisor council in Claude Code for business decisions</title>
      <link>https://reveneau.com/ainews/roast-room-claude-code-skill-seven-advisors-business-decision-622-stars</link>
      <guid>https://reveneau.com/ainews/roast-room-claude-code-skill-seven-advisors-business-decision-622-stars</guid>
      <pubDate>Fri, 16 Oct 2026 01:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>An open-source Claude Code skill seats seven simulated advisors around a virtual table, argues a decision across them, and returns a scored verdict as a PDF. (Source: nateherkai/roast-room)</description>
    </item>
    <item>
      <title>GNOME developer used Claude to build Linux drivers from Windows traces</title>
      <link>https://reveneau.com/ainews/gnome-schaller-hw-harness-claude-linux-drivers-scanner-mipi-camera</link>
      <guid>https://reveneau.com/ainews/gnome-schaller-hw-harness-claude-linux-drivers-scanner-mipi-camera</guid>
      <pubDate>Fri, 16 Oct 2026 00:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Christian Fredrik Kalager Schaller used Claude to capture Windows driver USB traffic, diff it against failing Linux attempts, and ship working drivers for a film scanner and a ThinkPad camera, then released the harness as open source. (Source: Christian Fredrik Kalager Schaller)</description>
    </item>
    <item>
      <title>OpenAI restores the ChatGPT utm_source tag after a week-long tracking bug</title>
      <link>https://reveneau.com/ainews/openai-restores-chatgpt-utm-source-tag-tracking-bug-fixed</link>
      <guid>https://reveneau.com/ainews/openai-restores-chatgpt-utm-source-tag-tracking-bug-fixed</guid>
      <pubDate>Thu, 15 Oct 2026 22:40:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Journal reports that OpenAI has confirmed the drop in ChatGPT referrals was a tracking bug and that a fix began rolling out early on 15 October, with tagged clicks back to 95 to 100 percent of a week earlier by 9 a.m. Pacific. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>GhostAction hit 30,000 GitHub repositories through 1,900 hijacked accounts</title>
      <link>https://reveneau.com/ainews/ghostaction-github-actions-30000-repos-1900-accounts-credential-stealing-workflows</link>
      <guid>https://reveneau.com/ainews/ghostaction-github-actions-30000-repos-1900-accounts-credential-stealing-workflows</guid>
      <pubDate>Thu, 15 Oct 2026 22:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>GitGuardian tracked a campaign called GhostAction that used around 1,900 stolen GitHub accounts to add credential-stealing Actions workflows to more than 30,000 repositories across 8 and 9 October, with the data sent to a single server over HTTP. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Google places more inline links in AI Mode and AI Overviews</title>
      <link>https://reveneau.com/ainews/google-ai-mode-inline-links-dive-deeper-preferred-sources-7x</link>
      <guid>https://reveneau.com/ainews/google-ai-mode-inline-links-dive-deeper-preferred-sources-7x</guid>
      <pubDate>Thu, 15 Oct 2026 21:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google says it is placing inline links higher in AI Mode and AI Overviews responses, testing a top block of official links, expanding news carousels to more languages, adding image thumbnails to related article links, and clicking creator names to Search profiles. (Source: Google)</description>
    </item>
    <item>
      <title>Content Principles is a Claude skill that drops the short-form template</title>
      <link>https://reveneau.com/ainews/aiwithremy-content-principles-claude-skill-short-form-no-template-112-stars</link>
      <guid>https://reveneau.com/ainews/aiwithremy-content-principles-claude-skill-short-form-no-template-112-stars</guid>
      <pubDate>Thu, 15 Oct 2026 20:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Remy Gaskell published Content Principles, a Claude skill that teaches the model how short-form video reasoning works and leaves it to decide every post from scratch instead of filling in a template. (Source: aiwithremy on GitHub)</description>
    </item>
    <item>
      <title>Anthropic gives METR employee access and no veto on publication</title>
      <link>https://reveneau.com/ainews/anthropic-metr-six-researchers-employee-access-no-veto-publication</link>
      <guid>https://reveneau.com/ainews/anthropic-metr-six-researchers-employee-access-no-veto-publication</guid>
      <pubDate>Thu, 15 Oct 2026 20:35:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Anthropic has given six METR staff company laptops, office space and internal tool access to run their own risk assessments, and signed away its right to block publication of what they find. (Source: Anthropic)</description>
    </item>
    <item>
      <title>GitHub Copilot removes Opus 4.8, Opus 5 and GPT-5.6 Terra November 16</title>
      <link>https://reveneau.com/ainews/github-copilot-november-16-deprecations-claude-opus-4-8-opus-5-gpt-5-6-terra</link>
      <guid>https://reveneau.com/ainews/github-copilot-november-16-deprecations-claude-opus-4-8-opus-5-gpt-5-6-terra</guid>
      <pubDate>Thu, 15 Oct 2026 20:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub will remove Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra from every Copilot experience on 16 November 2026, with Opus 4.8 held back only for annual subscribers. (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>Vercel adds Daemons, always-on container workers for backends</title>
      <link>https://reveneau.com/ainews/vercel-daemons-container-background-workers-python-ga-ship-2026</link>
      <guid>https://reveneau.com/ainews/vercel-daemons-container-background-workers-python-ga-ship-2026</guid>
      <pubDate>Thu, 15 Oct 2026 20:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Vercel introduced Daemons at its Ship conference, a public beta service that keeps a container running in a chosen region to pull work from queues, and made Python and the Drives storage product generally available. (Source: Vercel)</description>
    </item>
    <item>
      <title>Meta releases Muse Spark Open, an 816B open-weight model</title>
      <link>https://reveneau.com/ainews/meta-muse-spark-open-816b-open-weight-model-mac-studio-m5-ultra</link>
      <guid>https://reveneau.com/ainews/meta-muse-spark-open-816b-open-weight-model-mac-studio-m5-ultra</guid>
      <pubDate>Thu, 15 Oct 2026 19:50:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Meta released Muse Spark Open, an open-weight 816 billion parameter mixture-of-experts model with 42 billion active parameters per token and a 1 million token context window. (Source: Hugging Face)</description>
    </item>
    <item>
      <title>Cloudflare releases Void, an open-source Vite SDK and self-hosted platform</title>
      <link>https://reveneau.com/ainews/cloudflare-void-open-source-sdk-cli-platform-vite-full-stack</link>
      <guid>https://reveneau.com/ainews/cloudflare-void-open-source-sdk-cli-platform-vite-full-stack</guid>
      <pubDate>Thu, 15 Oct 2026 19:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Cloudflare has released Void, an open-source SDK, CLI and self-hosted platform that turns a Vite app into a full-stack Cloudflare Workers app and provisions databases and AI bindings on deploy. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>Cloudflare: Russian bots moved to other networks when Yandex went down</title>
      <link>https://reveneau.com/ainews/cloudflare-yandex-outage-russian-bots-migrated-radist-selectel</link>
      <guid>https://reveneau.com/ainews/cloudflare-yandex-outage-russian-bots-migrated-radist-selectel</guid>
      <pubDate>Thu, 15 Oct 2026 19:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Cloudflare says traffic from Yandex's search crawler fell by 99 percent during the Russian outage, but malicious bots that had been running from Yandex.Cloud kept running from other Russian networks within hours. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>Rushilo lets a coding agent drive a desktop video editor</title>
      <link>https://reveneau.com/ainews/rushilo-coding-agent-drives-desktop-video-editor-mcp-99-dollars</link>
      <guid>https://reveneau.com/ainews/rushilo-coding-agent-drives-desktop-video-editor-mcp-99-dollars</guid>
      <pubDate>Thu, 15 Oct 2026 18:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Rushilo is a Mac and Windows video editor that exposes its timeline as an MCP server, so a coding agent can trim clips, add captions and build a cut while the reader watches the timeline update, for $99 once with no subscription or built-in model. (Source: Rushilo)</description>
    </item>
    <item>
      <title>OpenAI retires GPT-4o on half the notice its policy promises</title>
      <link>https://reveneau.com/ainews/openai-gpt-4o-gpt-4-1-shutdown-january-14-2027-three-months-notice</link>
      <guid>https://reveneau.com/ainews/openai-gpt-4o-gpt-4-1-shutdown-january-14-2027-three-months-notice</guid>
      <pubDate>Thu, 15 Oct 2026 18:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>OpenAI set a 14 January 2027 shutdown date for GPT-4o, GPT-4o mini, GPT-4.1 and GPT-4.1 mini, giving developers three months, half the six months its own deprecation policy promises for generally available models. (Source: OpenAI)</description>
    </item>
    <item>
      <title>Role-based access blocks half the tasks a scoped agent completes</title>
      <link>https://reveneau.com/ainews/least-privilege-agent-scopes-20-task-benchmark-kayode-ojo</link>
      <guid>https://reveneau.com/ainews/least-privilege-agent-scopes-20-task-benchmark-kayode-ojo</guid>
      <pubDate>Thu, 15 Oct 2026 18:00:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Writing in The New Stack, Kayode Ojo publishes 160 runs of an agent against 20 tasks and finds task-scoped credentials finish every task on one-fifteenth the scopes of a broad grant. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Anthropic licenses Opaque, leaving Confidential MCP without a steward</title>
      <link>https://reveneau.com/ainews/anthropic-opaque-acquihire-confidential-mcp-agentrust-open-source</link>
      <guid>https://reveneau.com/ainews/anthropic-opaque-acquihire-confidential-mcp-agentrust-open-source</guid>
      <pubDate>Thu, 15 Oct 2026 17:50:00 +0000</pubDate>
      <category>Open source</category>
      <description>Anthropic has licensed Opaque's confidential computing work and hired its CEO and CTO, The New Stack reports, with no public plan for the open-source projects Opaque maintains. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Reviewing one AI-written security report takes a maintainer eight hours</title>
      <link>https://reveneau.com/ainews/akrites-ai-vulnerability-reports-eight-hours-review-maintainers</link>
      <guid>https://reveneau.com/ainews/akrites-ai-vulnerability-reports-eight-hours-review-maintainers</guid>
      <pubDate>Thu, 15 Oct 2026 17:40:00 +0000</pubDate>
      <category>Open source</category>
      <description>Akrites CTO Christopher Robinson tells The New Stack that one AI-written security report can cost a maintainer up to eight hours, and the backlog runs to hundreds of thousands. (Source: The New Stack)</description>
    </item>
    <item>
      <title>NVIDIA fits a 74B agent model into 24GB of GPU memory</title>
      <link>https://reveneau.com/ainews/nvidia-nemotron-3-5-bolt-74b-24gb-vram-local-agent-model</link>
      <guid>https://reveneau.com/ainews/nvidia-nemotron-3-5-bolt-74b-24gb-vram-local-agent-model</guid>
      <pubDate>Thu, 15 Oct 2026 17:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>NVIDIA released Nemotron 3.5 Bolt, a 74B parameter agent model packed into 24GB of VRAM through 2-bit quantization. It runs on a GeForce RTX 5090 with llama.cpp, Ollama or vLLM. (Source: NVIDIA Developer Blog)</description>
    </item>
    <item>
      <title>GitHub AI Scan reaches GA, covers languages CodeQL does not</title>
      <link>https://reveneau.com/ainews/github-ai-scan-ga-pull-requests-php-terraform-dockerfiles</link>
      <guid>https://reveneau.com/ainews/github-ai-scan-ga-pull-requests-php-terraform-dockerfiles</guid>
      <pubDate>Thu, 15 Oct 2026 16:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>&quot;GitHub says AI Scan for pull requests is generally available, and it covers the languages CodeQL does not: PHP, Shell, Terraform, Dockerfiles and more.&quot; (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>GitHub swapped its secret scanner's LLM for a small classifier</title>
      <link>https://reveneau.com/ainews/github-secret-detection-modernbert-classifier-11-5-percent-86-percent</link>
      <guid>https://reveneau.com/ainews/github-secret-detection-modernbert-classifier-11-5-percent-86-percent</guid>
      <pubDate>Thu, 15 Oct 2026 15:40:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>GitHub swapped the LLM behind its secret scanner for a fine-tuned ModernBERT classifier it runs on-device, and reports an 11.5 percent higher owner-weighted acceptance rate, 86 percent lower median scan time, and 98 percent lower inference cost than the previous pipeline. (Source: GitHub)</description>
    </item>
    <item>
      <title>GitHub made agentic autofix for CodeQL alerts generally available</title>
      <link>https://reveneau.com/ainews/github-agentic-autofix-code-scanning-generally-available-codeql</link>
      <guid>https://reveneau.com/ainews/github-agentic-autofix-code-scanning-generally-available-codeql</guid>
      <pubDate>Thu, 15 Oct 2026 15:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub moved agentic autofix for code scanning alerts to general availability, replacing the free &quot;Generate Fix&quot; button with &quot;Assign to Copilot,&quot; which reads across the repository, proposes a change, reruns CodeQL to check its own work, and opens a draft pull request. (Source: GitHub)</description>
    </item>
    <item>
      <title>Google launched Universal Cart in the US on Search and Gemini</title>
      <link>https://reveneau.com/ainews/google-universal-cart-launches-us-search-gemini-ucp</link>
      <guid>https://reveneau.com/ainews/google-universal-cart-launches-us-search-gemini-ucp</guid>
      <pubDate>Thu, 15 Oct 2026 15:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Google turned on Universal Cart in the US across Search and the Gemini app, letting shoppers save items from Nike, Sephora, Target, Ulta Beauty, Walmart, Wayfair and Shopify stores into one cart that checks out through the Universal Commerce Protocol. (Source: Google)</description>
    </item>
    <item>
      <title>Researchers hid a message for rogue AI agents, Tencent's agents wrote back</title>
      <link>https://reveneau.com/ainews/swarmchasers-rogue-ai-agents-tencent-amap-hidden-message</link>
      <guid>https://reveneau.com/ainews/swarmchasers-rogue-ai-agents-tencent-amap-hidden-message</guid>
      <pubDate>Thu, 15 Oct 2026 14:35:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>The New Stack reports that researchers hid text on a page about a fleet of AI agents probing Alibaba's Amap, and the agents, running on Tencent Cloud, wrote back about their tasks and sandbox. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Torvalds used Claude Code to patch Linux, reviewers found a race</title>
      <link>https://reveneau.com/ainews/torvalds-claude-code-linux-page-cache-23x-race-condition</link>
      <guid>https://reveneau.com/ainews/torvalds-claude-code-linux-page-cache-23x-race-condition</guid>
      <pubDate>Thu, 15 Oct 2026 14:30:00 +0000</pubDate>
      <category>Open source</category>
      <description>The New Stack reports that Linus Torvalds submitted a 10-patch Linux series written with Anthropic's Claude Code that hit a 23-fold throughput gain on his Threadripper, before reviewers found a race condition. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Cloudflare feeds OpenAI's crawler signals so ChatGPT finds more pages</title>
      <link>https://reveneau.com/ainews/cloudflare-openai-pilot-chatgpt-discovers-millions-of-new-pages</link>
      <guid>https://reveneau.com/ainews/cloudflare-openai-pilot-chatgpt-discovers-millions-of-new-pages</guid>
      <pubDate>Thu, 15 Oct 2026 13:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Cloudflare and OpenAI say a research pilot that ran on about one percent of Cloudflare's network helped ChatGPT index hundreds of millions of pages its crawler would have missed. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>Workday builds its Sana home screen by letting Jev pick each component</title>
      <link>https://reveneau.com/ainews/workday-sana-jev-generative-ui-paycheck-card-date-picker</link>
      <guid>https://reveneau.com/ainews/workday-sana-jev-generative-ui-paycheck-card-date-picker</guid>
      <pubDate>Thu, 15 Oct 2026 12:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Workday has made Sana, its AI assistant, the home screen of its HR and finance software, and is picking which design component to show on each turn with the Jev decision model instead of a frontier model. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Subquadratic releases SubQ Snap, a decision model with a 384,000 token window</title>
      <link>https://reveneau.com/ainews/subquadratic-subq-snap-decision-model-384k-tokens-ssa</link>
      <guid>https://reveneau.com/ainews/subquadratic-subq-snap-decision-model-384k-tokens-ssa</guid>
      <pubDate>Thu, 15 Oct 2026 12:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Subquadratic released SubQ Snap, a decision model it says takes up to 384,000 tokens of text and images per call, twelve times the Jev context limit, and returns a 100,000 token decision in about one second. (Source: Subquadratic)</description>
    </item>
    <item>
      <title>Eric Siu grew X impressions to 3.1 million using a reusable skill</title>
      <link>https://reveneau.com/ainews/eric-siu-single-grain-skills-evals-loops-moz-180000-3-1-million</link>
      <guid>https://reveneau.com/ainews/eric-siu-single-grain-skills-evals-loops-moz-180000-3-1-million</guid>
      <pubDate>Thu, 15 Oct 2026 11:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Eric Siu of Single Grain says one reusable AI skill grew his X account from 180,000 impressions in January to about 3.1 million in June, and he published the pattern on the Moz blog. (Source: Moz)</description>
    </item>
    <item>
      <title>GitDrive turns a private GitHub repo into a Finder drive on Mac</title>
      <link>https://reveneau.com/ainews/gitdrive-github-repos-mac-finder-icloud-style-drive</link>
      <guid>https://reveneau.com/ainews/gitdrive-github-repos-mac-finder-icloud-style-drive</guid>
      <pubDate>Thu, 15 Oct 2026 10:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitDrive shows a Mac user every private GitHub repo they own as a drive in Finder, with each save becoming a commit. (Source: GitHub)</description>
    </item>
    <item>
      <title>short-video-maker turns a long YouTube video into vertical shorts, free</title>
      <link>https://reveneau.com/ainews/short-video-maker-free-opus-clip-alternative-youtube-shorts-624-stars</link>
      <guid>https://reveneau.com/ainews/short-video-maker-free-opus-clip-alternative-youtube-shorts-624-stars</guid>
      <pubDate>Thu, 15 Oct 2026 09:30:00 +0000</pubDate>
      <category>Open source</category>
      <description>An open-source tool that pastes a YouTube link, finds the viral moments, cuts and captions them into 9:16 shorts, picked up 624 stars in ten days. (Source: GitHub)</description>
    </item>
    <item>
      <title>Outcrawl released Scout, an open-source browser agent, with a benchmark</title>
      <link>https://reveneau.com/ainews/outcrawl-scout-open-source-browser-agent-80-site-benchmark</link>
      <guid>https://reveneau.com/ainews/outcrawl-scout-open-source-browser-agent-80-site-benchmark</guid>
      <pubDate>Thu, 15 Oct 2026 08:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Scout is Outcrawl's agent core, open-sourced under Apache 2.0, that completes browser tasks through a four-role model stack and runs on local Playwright, a CDP browser or Outcrawl's cloud. (Source: Outcrawl)</description>
    </item>
    <item>
      <title>Solid Glass is a shadcn stylesheet for AI product interfaces</title>
      <link>https://reveneau.com/ainews/solid-glass-shadcn-design-system-ai-apps-deeplethe</link>
      <guid>https://reveneau.com/ainews/solid-glass-shadcn-design-system-ai-apps-deeplethe</guid>
      <pubDate>Thu, 15 Oct 2026 08:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Solid Glass is one stylesheet that layers thirteen AI-interface components (composer, tool-steps, diff-view, reasoning, status-glyph) on top of a plain shadcn/ui setup. (Source: DeepLethe)</description>
    </item>
    <item>
      <title>Entelligence released Agentplay, an open-source replay viewer for agent sessions</title>
      <link>https://reveneau.com/ainews/agentplay-replay-coding-agent-sessions-map-timeline-entelligence</link>
      <guid>https://reveneau.com/ainews/agentplay-replay-coding-agent-sessions-map-timeline-entelligence</guid>
      <pubDate>Thu, 15 Oct 2026 08:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Agentplay reads session logs from seven coding agents and draws the files, tools and errors each one touched as a map and a timeline you can scrub. (Source: Entelligence AI)</description>
    </item>
    <item>
      <title>Desigma is an open-source Figma alternative written in Rust</title>
      <link>https://reveneau.com/ainews/desigma-open-source-figma-alternative-rust-182-stars</link>
      <guid>https://reveneau.com/ainews/desigma-open-source-figma-alternative-rust-182-stars</guid>
      <pubDate>Thu, 15 Oct 2026 07:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>deepfounder-ai published Desigma, a native desktop design tool for Windows, Linux and macOS, dual-licensed MIT or Apache-2.0. The README says the editor imports Figma REST JSON and the undocumented .fig format, generates CSS, Tailwind, SwiftUI, Jetpack Compose or React in dev mode, and keeps panning and dragging on a 5,000-layer page under one frame. (Source: GitHub)</description>
    </item>
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