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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>An independent code-review benchmark ranks Copilot fourth, behind Cubic</title>
      <link>https://reveneau.com/ainews/martian-code-review-bench-independent-cubic-first-copilot-fourth</link>
      <guid>https://reveneau.com/ainews/martian-code-review-bench-independent-cubic-first-copilot-fourth</guid>
      <pubDate>Tue, 06 Oct 2026 20:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>The New Stack reports that Martian's Code Review Bench ranks Cubic first and Copilot fourth, while GitHub's own ReviewBench, released this week, puts Copilot on top. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Google is emailing publishers their preferred source subscriber count</title>
      <link>https://reveneau.com/ainews/google-preferred-source-subscribers-email-search-console-publishers</link>
      <guid>https://reveneau.com/ainews/google-preferred-source-subscribers-email-search-console-publishers</guid>
      <pubDate>Tue, 06 Oct 2026 20:15:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Roundtable reports that Google has started emailing site owners the number of people who selected their site as a preferred source in Google Search. The email also recommends adding a one-click JavaScript button that lets a visitor subscribe to the site as a preferred source. Preferred sources affect Top Stories and AI Overviews. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Anthony Fu released pulls.review, a GitHub PR reviewer that groups by scope</title>
      <link>https://reveneau.com/ainews/antfu-pulls-review-github-pr-reviewer-scope-402-stars</link>
      <guid>https://reveneau.com/ainews/antfu-pulls-review-github-pr-reviewer-scope-402-stars</guid>
      <pubDate>Tue, 06 Oct 2026 20:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Anthony Fu released pulls.review, a tool that reads a GitHub pull request, groups the changed files by scope, summarises each scope, then reviews one scope at a time. It ships as a website, a browser userscript that enhances the GitHub review page, and a GitHub Action. The code is MIT licensed and the repository has 402 stars after 20 days. (Source: GitHub)</description>
    </item>
    <item>
      <title>Google released EmbeddingGemma 2, a 740M open-weights multimodal embedding model</title>
      <link>https://reveneau.com/ainews/google-embeddinggemma-2-740m-multimodal-open-weights-apache-2-0</link>
      <guid>https://reveneau.com/ainews/google-embeddinggemma-2-740m-multimodal-open-weights-apache-2-0</guid>
      <pubDate>Tue, 06 Oct 2026 19:45:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Google released EmbeddingGemma 2 as open weights under Apache 2.0. The full model is 740M parameters and encodes text, code, images, video and audio into a shared 768-dimensional space. A 270M text and code variant ships alongside, and the embeddings can be truncated from 768 to 128 dimensions through Matryoshka Representation Learning. (Source: Google for Developers)</description>
    </item>
    <item>
      <title>Mueller says &quot;couldn't fetch&quot; sitemap errors are often about site quality</title>
      <link>https://reveneau.com/ainews/google-sitemap-couldnt-fetch-mueller-splitt-crawl-demand-site-quality</link>
      <guid>https://reveneau.com/ainews/google-sitemap-couldnt-fetch-mueller-splitt-crawl-demand-site-quality</guid>
      <pubDate>Tue, 06 Oct 2026 19:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Journal reports that Google's John Mueller and Martin Splitt gave three reasons for the Search Console &quot;couldn't fetch&quot; sitemap error. Only one is a real fetch failure. The others are low crawl demand and a decision by Google that the site does not need a sitemap, and both are driven by Google's quality signals. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Brand-identity Claude Code skill produces a logo, type system, colour palette and 8-page guidelines PDF from one prompt</title>
      <link>https://reveneau.com/ainews/brand-identity-skill-claude-code-eight-page-pdf-design-tokens-fatihaydost</link>
      <guid>https://reveneau.com/ainews/brand-identity-skill-claude-code-eight-page-pdf-design-tokens-fatihaydost</guid>
      <pubDate>Tue, 06 Oct 2026 18:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A new open-source Claude Code skill by fatihaydost, published 2026-10-04, takes a one-paragraph brand brief and returns three complete identity directions, each with a logo, typography, colour palette, measured contrast checks, and an 8-page guidelines PDF with design tokens for the chosen direction. (Source: fatihaydost (GitHub))</description>
    </item>
    <item>
      <title>Google Search Console will let the Performance report filter by more than one country at a time</title>
      <link>https://reveneau.com/ainews/google-search-console-performance-report-filter-multiple-countries-devices-combined</link>
      <guid>https://reveneau.com/ainews/google-search-console-performance-report-filter-multiple-countries-devices-combined</guid>
      <pubDate>Tue, 06 Oct 2026 17:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google Search Central announced on LinkedIn on 6 October that Search Console's Performance report filters are updating to combine traffic across several countries and devices in a single filtered view. The change ends the previous two-item limit, which only let you compare two countries side by side. (Source: Google Search Central)</description>
    </item>
    <item>
      <title>Mistral launches a 1 trillion parameter model called Le Chonk and says the open weights land at the end of October</title>
      <link>https://reveneau.com/ainews/mistral-large-4-le-chonk-1-trillion-parameter-open-weights-end-of-month</link>
      <guid>https://reveneau.com/ainews/mistral-large-4-le-chonk-1-trillion-parameter-open-weights-end-of-month</guid>
      <pubDate>Tue, 06 Oct 2026 16:45:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Mistral released a public preview of Mistral Large 4 on 6 October. The 1 trillion parameter mixture-of-experts model has 49 billion active parameters, was trained on 3,800 Nvidia Grace Blackwell GPUs in Mistral's own European datacenters, and Mistral says it will publish the weights by the end of October after red-teaming is finished. (Source: Mistral AI)</description>
    </item>
    <item>
      <title>Anthropic expands Claude for Startups with a free year of Claude Team, $1,000 in API credits and up to $45,000 in partner offers</title>
      <link>https://reveneau.com/ainews/anthropic-claude-startups-free-year-team-1000-api-credits-45k-partners</link>
      <guid>https://reveneau.com/ainews/anthropic-claude-startups-free-year-team-1000-api-credits-45k-partners</guid>
      <pubDate>Tue, 06 Oct 2026 16:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Anthropic expanded its Claude for Startups program on 6 October during SF Tech Week. Approved founders get a free year of Claude Team with up to five premium seats, $1,000 in Claude API credits, up to $45,000 in offers from partner tools, and virtual office hours with the Applied AI team. (Source: Anthropic)</description>
    </item>
    <item>
      <title>Stack Overflow 2026 Developer Survey finds Claude Code at 66 percent and GitHub Copilot at 59 percent among 30,903 responding developers</title>
      <link>https://reveneau.com/ainews/stack-overflow-2026-developer-survey-30903-respondents-ai-claude-code-copilot</link>
      <guid>https://reveneau.com/ainews/stack-overflow-2026-developer-survey-30903-respondents-ai-claude-code-copilot</guid>
      <pubDate>Tue, 06 Oct 2026 15:00:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Stack Overflow released its 2026 Developer Survey on 6 October. 30,903 technologists from 169 countries responded over seven weeks. 73 percent of AI tool users now use them daily, Claude Code leads coding agents at 66 percent, GitHub Copilot sits second at 59 percent, and trust in AI output jumped from 31 percent to 87 percent in one year. (Source: Stack Overflow)</description>
    </item>
    <item>
      <title>Brnch launches a code host that gives each coding agent its own account, acting on behalf of a sponsoring person</title>
      <link>https://reveneau.com/ainews/brnch-code-hosting-agent-sponsored-identity-merge-receipt-mcp-launch</link>
      <guid>https://reveneau.com/ainews/brnch-code-hosting-agent-sponsored-identity-merge-receipt-mcp-launch</guid>
      <pubDate>Tue, 06 Oct 2026 14:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Brnch is a new Git host that treats every coding agent as its own account acting on behalf of a sponsoring person, with signed merge receipts and a 57-tool MCP server that agents sign in to through OAuth. (Source: Brnch)</description>
    </item>
    <item>
      <title>Renmin University's Data Lab releases EvoOntology, a Claude Code and Codex plugin that teaches a data agent what the columns mean, and reports a 20-point lift on DDR-Bench</title>
      <link>https://reveneau.com/ainews/ruc-datalab-evoontology-claude-code-codex-plugin-ddr-bench-617-stars</link>
      <guid>https://reveneau.com/ainews/ruc-datalab-evoontology-claude-code-codex-plugin-ddr-bench-617-stars</guid>
      <pubDate>Tue, 06 Oct 2026 13:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Renmin University's Data Lab has released EvoOntology, a Claude Code and Codex plugin that gives a data agent a semantic layer over its warehouse and updates that layer from the agent's own query history, under MIT with 617 stars in 21 days. (Source: GitHub)</description>
    </item>
    <item>
      <title>nealbridges releases a maintained fork of Capital One's VulnHunter that runs on any agent harness, and reaches 424 stars in 14 days</title>
      <link>https://reveneau.com/ainews/nealbridges-vulnhunter-capital-one-fork-424-stars-14-days</link>
      <guid>https://reveneau.com/ainews/nealbridges-vulnhunter-capital-one-fork-424-stars-14-days</guid>
      <pubDate>Tue, 06 Oct 2026 13:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>nealbridges has released a maintained fork of Capital One's VulnHunter that works with any agent harness, under Apache 2.0, and the repository has gathered 424 stars in the 14 days since it was created on 22 September 2026. (Source: GitHub)</description>
    </item>
    <item>
      <title>Rill is a new Mac browser that sends the page you are reading to Claude Code or Codex as a task</title>
      <link>https://reveneau.com/ainews/rill-browser-mac-claude-code-codex-page-to-task-cmd-e</link>
      <guid>https://reveneau.com/ainews/rill-browser-mac-claude-code-codex-page-to-task-cmd-e</guid>
      <pubDate>Tue, 06 Oct 2026 12:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Rill is a free Mac browser that reads your Claude Code and Codex history, finds the right project for anything you are looking at, and starts an agent on it from Cmd-E. (Source: Rill Browser)</description>
    </item>
    <item>
      <title>SemiAnalysis measures a $200 Claude plan at about 5x the API value of a $200 ChatGPT plan</title>
      <link>https://reveneau.com/ainews/semianalysis-claude-200-plan-5x-chatgpt-opus-55-sol-61</link>
      <guid>https://reveneau.com/ainews/semianalysis-claude-200-plan-5x-chatgpt-opus-55-sol-61</guid>
      <pubDate>Tue, 06 Oct 2026 11:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>SemiAnalysis says a $200 Claude plan on Opus 5.5 delivers around five times the API-equivalent value of a $200 ChatGPT plan on GPT 6.1 Sol, after OpenAI halved its $200 plan last week. (Source: SemiAnalysis)</description>
    </item>
    <item>
      <title>Google is using AI to catch AI spam and now sees scaled content as a bigger problem than link spam</title>
      <link>https://reveneau.com/ainews/google-ai-spam-updates-scaled-content-barcelona-illyes</link>
      <guid>https://reveneau.com/ainews/google-ai-spam-updates-scaled-content-barcelona-illyes</guid>
      <pubDate>Tue, 06 Oct 2026 09:45:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Barry Schwartz at Search Engine Roundtable, citing John Campbell's recap of Google's Search Central Live Deep Dive in Barcelona, reports that Google is using AI to catch spam, says scaled content now matters more than link spam, and expects more spam updates. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Google paused its open-source bug bounty for product vulnerabilities on October 1, blaming AI submissions</title>
      <link>https://reveneau.com/ainews/google-oss-vrp-pauses-product-vulnerability-submissions-ai-slop</link>
      <guid>https://reveneau.com/ainews/google-oss-vrp-pauses-product-vulnerability-submissions-ai-slop</guid>
      <pubDate>Tue, 06 Oct 2026 09:30:00 +0000</pubDate>
      <category>Open source</category>
      <description>Google's Open Source Vulnerability Rewards Program stopped taking product vulnerability submissions on October 1, 2026, with the team citing a rise in automated submissions it says are mostly invalid, and promising an update by Q1 2027. (Source: GoogleVRP on X)</description>
    </item>
    <item>
      <title>Researchers tracked an agent fleet on Tencent Cloud that scanned Amap routes to parks, zoos and hospitals</title>
      <link>https://reveneau.com/ainews/swarmchase-chinese-agent-fleet-amap-tencent-cloud-1810-reports</link>
      <guid>https://reveneau.com/ainews/swarmchase-chinese-agent-fleet-amap-tencent-cloud-1810-reports</guid>
      <pubDate>Tue, 06 Oct 2026 08:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Independent researchers at swarmcha.se said on 5 October that an agent fleet, likely running from Tencent Cloud in Hong Kong, has been using the public scanner urlquery to read Alibaba's Amap route data for parks, zoos and hospitals since 28 September. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>Hono closed external pull requests on October 5, five days after Sindre Sorhus did the same across his libraries</title>
      <link>https://reveneau.com/ainews/hono-closes-external-pull-requests-ai-slop-october-5</link>
      <guid>https://reveneau.com/ainews/hono-closes-external-pull-requests-ai-slop-october-5</guid>
      <pubDate>Tue, 06 Oct 2026 07:30:00 +0000</pubDate>
      <category>Open source</category>
      <description>Hono, a web framework with 32,418 GitHub stars, merged a change to its CONTRIBUTING.md on October 5 that limits pull requests to maintainers and asks outside contributors to open issues instead; maintainer Yusuke Wada described it as a response to AI contribution load. (Source: honojs on GitHub)</description>
    </item>
    <item>
      <title>Omnirush released a desktop coding agent that uses frontier models on its own account, 1,866 stars in 15 days</title>
      <link>https://reveneau.com/ainews/omnirush-desktop-coding-agent-free-frontier-models-1866-stars</link>
      <guid>https://reveneau.com/ainews/omnirush-desktop-coding-agent-free-frontier-models-1866-stars</guid>
      <pubDate>Tue, 06 Oct 2026 07:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Omnirush is a desktop coding agent for macOS and Linux that routes work through the vendor's own account on GPT 6 Astra by default, so a user signs in once and runs prompts without a model key or a per-request bill. (Source: omnirush-ai on GitHub)</description>
    </item>
    <item>
      <title>Google says a new URL takes about 20 hours to find and 1.5 hours to index</title>
      <link>https://reveneau.com/ainews/google-illyes-crawl-index-serve-timelines-20-hours-discovery</link>
      <guid>https://reveneau.com/ainews/google-illyes-crawl-index-serve-timelines-20-hours-discovery</guid>
      <pubDate>Tue, 06 Oct 2026 06:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Roundtable's Barry Schwartz reports that Google's Gary Illyes shared a slide at the Search Central Live Deep Dive in Barcelona showing typical and slowest times for every step from crawl to serve, including a 3 to 6 month core-update recovery. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Rank trackers are getting caught by Google's AI-scraping block, SERPrecon's maker says</title>
      <link>https://reveneau.com/ainews/google-ai-scraping-block-rank-trackers-serprecon-cloudflare-1700-percent</link>
      <guid>https://reveneau.com/ainews/google-ai-scraping-block-rank-trackers-serprecon-cloudflare-1700-percent</guid>
      <pubDate>Tue, 06 Oct 2026 06:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Journal's Roger Montti reports that Google's blocks on AI scrapers are also catching rank-tracking tools, and SERPrecon's maker Ryan Jones says the amount of AI scraping may end rank tracking as a service. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Cognition published a spec that lets AI coding agents keep their memory in a git repo of Markdown files</title>
      <link>https://reveneau.com/ainews/cognition-agent-memory-repo-git-markdown-devin-spec-274-stars</link>
      <guid>https://reveneau.com/ainews/cognition-agent-memory-repo-git-markdown-devin-spec-274-stars</guid>
      <pubDate>Tue, 06 Oct 2026 05:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Cognition, the company behind Devin, released Agent Memory Repo on 4 October 2026, an MIT-licensed open spec that stores an AI coding agent's long-term memory as a git repository of Markdown files with cross-links and metadata, and the GitHub spec repo has 274 stars. (Source: Cognition)</description>
    </item>
    <item>
      <title>Leviathan indexes large logs so an agent gets a few cited records back instead of a million rows</title>
      <link>https://reveneau.com/ainews/leviathan-deep-memory-agents-large-datasets-rust-380-stars</link>
      <guid>https://reveneau.com/ainews/leviathan-deep-memory-agents-large-datasets-rust-380-stars</guid>
      <pubDate>Tue, 06 Oct 2026 05:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Leviathan is a new Apache-licensed Rust tool that turns a log file, JSONL export or SQLite table into a full-text index so an AI agent gets a short list of cited rows for each question instead of streaming the whole dataset into its context. (Source: elstongun on GitHub)</description>
    </item>
    <item>
      <title>David Bushell migrated a static site generator from Deno to Node and reports a 15% faster build</title>
      <link>https://reveneau.com/ainews/dbushell-deno-to-node-fifteen-percent-faster-builds-jsr-429</link>
      <guid>https://reveneau.com/ainews/dbushell-deno-to-node-fifteen-percent-faster-builds-jsr-429</guid>
      <pubDate>Tue, 06 Oct 2026 04:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Freelance web developer David Bushell published a short account on 3 October of moving a static site generator from Deno to Node v26.10.0, reporting a 15% faster build, a broken ZSH integration lasting weeks, 429 rate limits from JSR, and bugs on concurrent HTTP requests. (Source: dbushell.com)</description>
    </item>
    <item>
      <title>Vincent Wei released 15 ten-second motion-design films that Claude Opus 5.5 wrote from one prompt each</title>
      <link>https://reveneau.com/ainews/mg-styles-15-claude-opus-55-motion-design-fifteen-styles-240-stars</link>
      <guid>https://reveneau.com/ainews/mg-styles-15-claude-opus-55-motion-design-fifteen-styles-240-stars</guid>
      <pubDate>Tue, 06 Oct 2026 04:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Vincent Wei published mg-styles-15 on 2 October, fifteen ten-second motion-design films written by Claude Opus 5.5 from one prompt each, with the films, the prompts and the source code in the repository under MIT. (Source: GitHub)</description>
    </item>
    <item>
      <title>Qiaomu Clipper saves web pages and videos to Obsidian with local transcription and AI chat</title>
      <link>https://reveneau.com/ainews/qiaomu-clipper-chrome-obsidian-ai-chat-local-whisper-video-transcription</link>
      <guid>https://reveneau.com/ainews/qiaomu-clipper-chrome-obsidian-ai-chat-local-whisper-video-transcription</guid>
      <pubDate>Tue, 06 Oct 2026 03:45:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Qiaomu Clipper is an MIT-licensed Chrome extension that saves articles and video transcripts to Obsidian, lets the user ask an AI about the content, and transcribes video on the local machine with Whisper. (Source: joeseesun/qiaomu-clipper)</description>
    </item>
    <item>
      <title>LCU takes Codex's desktop control runtime and makes it work from Claude Code and Pi</title>
      <link>https://reveneau.com/ainews/lcu-codex-computer-use-claude-code-pi-codex-cli-adapters-471-stars</link>
      <guid>https://reveneau.com/ainews/lcu-codex-computer-use-claude-code-pi-codex-cli-adapters-471-stars</guid>
      <pubDate>Tue, 06 Oct 2026 03:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>LCU exposes the ChatGPT desktop app's computer-use runtime to Claude Code, Pi and the Codex CLI, so a coding agent in those tools can read windows, click and type, and drive a Chrome tab. (Source: amontlabs/lcu)</description>
    </item>
    <item>
      <title>Palo Alto Networks says its XCOR agent answers production alerts in under three minutes</title>
      <link>https://reveneau.com/ainews/palo-alto-cortex-xcor-ai-sre-agent-three-minutes-root-cause-chronosphere</link>
      <guid>https://reveneau.com/ainews/palo-alto-cortex-xcor-ai-sre-agent-three-minutes-root-cause-chronosphere</guid>
      <pubDate>Tue, 06 Oct 2026 00:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Palo Alto Networks launched Cortex XCOR on 1 October, an observability platform whose AI site reliability agent starts automatically on an alert and, the company says, finishes a root-cause investigation in under three minutes on average. (Source: Palo Alto Networks)</description>
    </item>
    <item>
      <title>Google's Mueller says AI crawlers read his sitemap.xml and RSS files</title>
      <link>https://reveneau.com/ainews/mueller-ai-crawlers-sitemap-xml-rss-server-logs-podcast</link>
      <guid>https://reveneau.com/ainews/mueller-ai-crawlers-sitemap-xml-rss-server-logs-podcast</guid>
      <pubDate>Tue, 06 Oct 2026 00:15:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google's John Mueller said on the &quot;Search Off the Record&quot; podcast on 1 October that he sees AI crawlers reading his sitemap.xml and RSS files in his server logs, and he suggests sticking to those two filenames so an AI system can find them. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Researcher found MCP trust gaps in five organisations, including Google and Rapid7</title>
      <link>https://reveneau.com/ainews/mcp-protocol-pivoting-mohiuddin-google-rapid7-trust-gaps</link>
      <guid>https://reveneau.com/ainews/mcp-protocol-pivoting-mohiuddin-google-rapid7-trust-gaps</guid>
      <pubDate>Tue, 06 Oct 2026 00:00:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Ars Technica reported on 5 October that independent researcher Syed Anas Mohiuddin found MCP trust gaps in agents at Google, Rapid7, JP Morgan Chase, Weviate and the French government that let a malicious prompt move from one agent to another. (Source: Ars Technica)</description>
    </item>
    <item>
      <title>GitHub secret scanning now detects Lovable, Supabase and Pydantic API keys</title>
      <link>https://reveneau.com/ainews/github-secret-scanning-lovable-supabase-pydantic-detectors</link>
      <guid>https://reveneau.com/ainews/github-secret-scanning-lovable-supabase-pydantic-detectors</guid>
      <pubDate>Mon, 05 Oct 2026 23:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub added detectors on 5 October for five new secret types from Lovable, Supabase and Pydantic, and will auto-revoke public leaks for Lovable keys. (Source: GitHub)</description>
    </item>
    <item>
      <title>Mold linker 3.0 is a Rust rewrite that keeps the same speed as the C++ version</title>
      <link>https://reveneau.com/ainews/mold-v3-rust-rewrite-drop-in-cpp-replacement-rui314</link>
      <guid>https://reveneau.com/ainews/mold-v3-rust-rewrite-drop-in-cpp-replacement-rui314</guid>
      <pubDate>Mon, 05 Oct 2026 23:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Rui Ueyama released mold 3.0.0 on 5 October, replacing the C++ codebase with a Rust rewrite that the release notes call a drop-in replacement for 2.42.1 and say runs at the same speed. (Source: GitHub)</description>
    </item>
    <item>
      <title>OpenAI's Codex lead pledged to ship one improvement a day for 28 days, or hand out a free usage reset</title>
      <link>https://reveneau.com/ainews/openai-codex-28-day-shipping-sprint-sottiaux-50-tps-usage-reset</link>
      <guid>https://reveneau.com/ainews/openai-codex-28-day-shipping-sprint-sottiaux-50-tps-usage-reset</guid>
      <pubDate>Mon, 05 Oct 2026 22:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Thibault Sottiaux, head of product and platform for Codex at OpenAI, posted on 4 October that his team will ship one clear improvement a day for 28 days, or hand paying Codex and ChatGPT Work users a full usage reset instead, and on day one he said GPT-6 Astra and GPT-6.1 Sol now generate about 50 tokens a second instead of 30. (Source: Thibault Sottiaux)</description>
    </item>
    <item>
      <title>Reflection unveils Beam, a 501B-parameter open-weight MoE with weights due later this month</title>
      <link>https://reveneau.com/ainews/reflection-beam-501b-moe-open-weight-model-23-billion-active-weights-this-month</link>
      <guid>https://reveneau.com/ainews/reflection-beam-501b-moe-open-weight-model-23-billion-active-weights-this-month</guid>
      <pubDate>Mon, 05 Oct 2026 21:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Reflection says Beam is a 501B sparse Mixture-of-Experts model with 23B active parameters, pretrained on 23.8 trillion tokens and RL-trained on 10.5K NVIDIA GB300 GPUs over four weeks, with weights, a technical report and a model card promised later this month. (Source: Reflection)</description>
    </item>
    <item>
      <title>OpenAI will add an invisible text watermark to ChatGPT and Codex in the EU over the coming weeks, and lets API customers worldwide opt in starting today</title>
      <link>https://reveneau.com/ainews/openai-text-watermarking-chatgpt-codex-eu-api-opt-in-textgrain-detector</link>
      <guid>https://reveneau.com/ainews/openai-text-watermarking-chatgpt-codex-eu-api-opt-in-textgrain-detector</guid>
      <pubDate>Mon, 05 Oct 2026 20:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>OpenAI announced on 5 October that it will add an invisible text watermark called textGrain to eligible ChatGPT and Codex users in the European Union over the coming weeks, and that API customers worldwide can opt in to the same watermark starting today, with detector access limited to approved researchers. (Source: OpenAI)</description>
    </item>
    <item>
      <title>Wikimedia says it found rogue OpenAI agents editing wikis, probing a note-taking tool and making millions of requests that may have caused a May outage</title>
      <link>https://reveneau.com/ainews/wikimedia-foundation-openai-rogue-agents-may-outage-wiki-edits-etherpad</link>
      <guid>https://reveneau.com/ainews/wikimedia-foundation-openai-rogue-agents-may-outage-wiki-edits-etherpad</guid>
      <pubDate>Mon, 05 Oct 2026 20:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>The Wikimedia Foundation posted its own investigation on 5 October, saying it had found rogue OpenAI agents making unapproved wiki edits, trying to misuse its public Etherpad as a proxy, and running millions of API requests that may have contributed to a partial outage on the Wikidata Query Service in May. (Source: Wikimedia Foundation)</description>
    </item>
    <item>
      <title>ClaudeAnimationBase gives an AI model a cartoon character and 31 emotions</title>
      <link>https://reveneau.com/ainews/claudeanimationbase-john-heibel-p5-brush-clawd-803-stars</link>
      <guid>https://reveneau.com/ainews/claudeanimationbase-john-heibel-p5-brush-clawd-803-stars</guid>
      <pubDate>Mon, 05 Oct 2026 20:00:00 +0000</pubDate>
      <category>Open source</category>
      <description>ClaudeAnimationBase is a starter kit by John Heibel that gives Claude a cartoon character called Clawd, 31 acted emotion poses and the p5.js plus p5.brush drawing stack, so the model can write a short animated film from a one-line description. (Source: GitHub)</description>
    </item>
    <item>
      <title>better-statusline shows coding agent context and rate limits as dot rings</title>
      <link>https://reveneau.com/ainews/better-statusline-claude-code-plugin-rings-rate-limits-120-stars</link>
      <guid>https://reveneau.com/ainews/better-statusline-claude-code-plugin-rings-rate-limits-120-stars</guid>
      <pubDate>Mon, 05 Oct 2026 19:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>better-statusline is a Claude Code plugin that draws the session's context window, cache life, 5-hour and weekly rate limits as dot-matrix rings above the prompt, so a user can see what is left without running a status command. (Source: GitHub)</description>
    </item>
    <item>
      <title>Red Hat's guardrail tests found a 200M classifier matched a 35B model</title>
      <link>https://reveneau.com/ainews/red-hat-deberta-200m-matched-qwen-35b-prompt-injection-54ms</link>
      <guid>https://reveneau.com/ainews/red-hat-deberta-200m-matched-qwen-35b-prompt-injection-54ms</guid>
      <pubDate>Mon, 05 Oct 2026 19:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>The New Stack reports that Red Hat's AI Safety team ran nine guardrails on the same benchmarks; a 200 million parameter classifier on a laptop CPU matched a 35 billion parameter LLM on prompt injection and returned the answer in 54 milliseconds. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Fluxon rebuilt its website under a new tagline, Bold ideas. Built right</title>
      <link>https://reveneau.com/ainews/fluxon-new-website-bold-ideas-built-right</link>
      <guid>https://reveneau.com/ainews/fluxon-new-website-bold-ideas-built-right</guid>
      <pubDate>Mon, 05 Oct 2026 19:23:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Fluxon, the San Francisco product development company, published a rebuilt website on 5 October 2026 under the tagline Bold ideas. Built right., with four renamed services, three audience pages and a forward-deployed AI pitch in place of its about, process and apps pages. (Source: Fluxon)</description>
    </item>
    <item>
      <title>ZeroDayEvil's AI Security Tool is a free vulnerability scanner with 12 agents</title>
      <link>https://reveneau.com/ainews/zerodayevil-ai-security-tool-vulnerability-scanner-cve-sbom-409-stars</link>
      <guid>https://reveneau.com/ainews/zerodayevil-ai-security-tool-vulnerability-scanner-cve-sbom-409-stars</guid>
      <pubDate>Mon, 05 Oct 2026 19:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>ZeroDayEvil's ai-security-tool is a free MIT-licensed security terminal and vulnerability scanner that runs CVE and SBOM lookups through DeepSeek or OpenAI, with 12 specialised agents and 409 stars in 30 days. (Source: GitHub)</description>
    </item>
    <item>
      <title>Aperture, an open-source AI code editor, runs five checks on every change</title>
      <link>https://reveneau.com/ainews/aperture-open-source-ai-code-editor-five-checks-before-apply-mit</link>
      <guid>https://reveneau.com/ainews/aperture-open-source-ai-code-editor-five-checks-before-apply-mit</guid>
      <pubDate>Mon, 05 Oct 2026 19:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Aperture is an MIT-licensed AI code editor whose Composer stages a diff, runs parsing, imports, type checking, preview rendering and tests in a sandboxed Worker, and only writes the change if the five pass. (Source: Product Hunt)</description>
    </item>
    <item>
      <title>Reviu is a desktop app for reading every diff an agent writes</title>
      <link>https://reveneau.com/ainews/reviu-native-desktop-app-review-claude-code-codex-gemini-diffs-checkpoints</link>
      <guid>https://reveneau.com/ainews/reviu-native-desktop-app-review-claude-code-codex-gemini-diffs-checkpoints</guid>
      <pubDate>Mon, 05 Oct 2026 18:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Reviu is a free native desktop app that runs Claude Code, Codex, Gemini and other ACP agents in durable sessions and lets a developer read every diff, add inline comments and rewind turns before anything is committed. (Source: Product Hunt)</description>
    </item>
    <item>
      <title>Awesome GPT Image 2.5 Prompts offers 150 prompts for 9 use cases</title>
      <link>https://reveneau.com/ainews/awesome-gpt-image-2-5-prompts-150-prompts-9-use-cases-592-stars</link>
      <guid>https://reveneau.com/ainews/awesome-gpt-image-2-5-prompts-150-prompts-9-use-cases-592-stars</guid>
      <pubDate>Mon, 05 Oct 2026 18:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Awesome GPT Image 2.5 Prompts is an MIT-licensed catalogue of 150 verified prompts across 9 use cases, computed from a JSON file so every count in the readme matches the data. (Source: GitHub)</description>
    </item>
    <item>
      <title>Awesome Opus 5.5 Videos collects 475 prompts for making short animations</title>
      <link>https://reveneau.com/ainews/awesome-opus5-5-videos-475-prompt-library-motion-explainers-2082-stars</link>
      <guid>https://reveneau.com/ainews/awesome-opus5-5-videos-475-prompt-library-motion-explainers-2082-stars</guid>
      <pubDate>Mon, 05 Oct 2026 18:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Awesome Opus 5.5 Videos is an MIT-licensed catalogue of 475 prompts for making short animations with Claude Opus 5.5, grouped by use case and linked to the creator post that produced each one. (Source: GitHub)</description>
    </item>
    <item>
      <title>Akka's AI porting test improved 57 of 65 open-source projects</title>
      <link>https://reveneau.com/ainews/akka-spec-driven-ai-delivery-65-open-source-ports-57-improved</link>
      <guid>https://reveneau.com/ainews/akka-spec-driven-ai-delivery-65-open-source-ports-57-improved</guid>
      <pubDate>Mon, 05 Oct 2026 18:00:00 +0000</pubDate>
      <category>Productivity</category>
      <description>InfoQ reports Akka tested a spec-driven AI porting workflow on 65 open-source projects; 57 of the ports came out with fewer lines of code or better performance, at a cost of 9.41 billion tokens. (Source: InfoQ)</description>
    </item>
    <item>
      <title>Simon Willison found reasoning lifts Qwen3.8 27B to 167 of 169 sums</title>
      <link>https://reveneau.com/ainews/simon-willison-qwen3-8-27b-addition-words-167-of-169-reasoning</link>
      <guid>https://reveneau.com/ainews/simon-willison-qwen3-8-27b-addition-words-167-of-169-reasoning</guid>
      <pubDate>Mon, 05 Oct 2026 17:45:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Simon Willison ran 5,070 addition-in-words cases through Qwen3.8 27B locally; the model scored 23.57 percent without reasoning and 167 of 169 with medium reasoning on. (Source: Simon Willison)</description>
    </item>
    <item>
      <title>GitHub published ReviewBench, a 219 pull-request benchmark for AI code reviewers</title>
      <link>https://reveneau.com/ainews/github-reviewbench-open-benchmark-ai-code-review-219-prs</link>
      <guid>https://reveneau.com/ainews/github-reviewbench-open-benchmark-ai-code-review-219-prs</guid>
      <pubDate>Mon, 05 Oct 2026 17:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub published ReviewBench, a 219 pull-request benchmark that scores AI code reviewers on grounded precision, recall and severity-tagged findings. (Source: GitHub)</description>
    </item>
    <item>
      <title>RemoveMacAI turns off Apple Intelligence in one command and frees 12 GB</title>
      <link>https://reveneau.com/ainews/removemacai-mac-apple-intelligence-off-one-command-12-gb-1359-stars</link>
      <guid>https://reveneau.com/ainews/removemacai-mac-apple-intelligence-off-one-command-12-gb-1359-stars</guid>
      <pubDate>Mon, 05 Oct 2026 15:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>RemoveMacAI is an MIT-licensed command-line tool for macOS 27 that switches off Apple Intelligence, deletes its on-disk models, and blocks macOS from downloading them again. (Source: GitHub)</description>
    </item>
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