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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>GitHub adds stage-only npm tokens for automation, and sets January 2027 to remove bypass-2FA tokens</title>
      <link>https://reveneau.com/ainews/github-stage-only-npm-tokens-january-2027-bypass-2fa-removal</link>
      <guid>https://reveneau.com/ainews/github-stage-only-npm-tokens-january-2027-bypass-2fa-removal</guid>
      <pubDate>Fri, 18 Sep 2026 18:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub added a new granular npm access token permission, Read and write (stage only), that lets an automated workflow stage a package version but not publish it directly. The change lands ahead of npm's plan to remove bypass-2FA tokens in January 2027. (Source: GitHub)</description>
    </item>
    <item>
      <title>JetBrains merged two Qwen coding models on your laptop and got 71% fewer output tokens than the slower one</title>
      <link>https://reveneau.com/ainews/jetbrains-junie-local-qwen-blend-27b-71-percent-fewer-tokens</link>
      <guid>https://reveneau.com/ainews/jetbrains-junie-local-qwen-blend-27b-71-percent-fewer-tokens</guid>
      <pubDate>Fri, 18 Sep 2026 18:15:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>JetBrains blended Qwen3.6 and Qwen3.8 in equal proportions and shipped the result as Junie Local's default coding model, with 85.47% on LiveCodeBench at a fraction of the reasoning cost. (Source: JetBrains)</description>
    </item>
    <item>
      <title>Google's John Mueller says a JavaScript error page can get your site treated as a duplicate of an unrelated site</title>
      <link>https://reveneau.com/ainews/google-mueller-cross-domain-canonical-js-error-page-de-indexing</link>
      <guid>https://reveneau.com/ainews/google-mueller-cross-domain-canonical-js-error-page-de-indexing</guid>
      <pubDate>Fri, 18 Sep 2026 18:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>A Reddit user reported that their business pages were replaced in Google results by an unrelated casino site, and Google's John Mueller explained how a broken client-side page can cause it. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>A new study measures coding agent harness parts one at a time across 176 settings, and says which parts matter for which model</title>
      <link>https://reveneau.com/ainews/empirical-study-harness-design-coding-agents-176-settings-swe-bench-terminal-bench</link>
      <guid>https://reveneau.com/ainews/empirical-study-harness-design-coding-agents-176-settings-swe-bench-terminal-bench</guid>
      <pubDate>Fri, 18 Sep 2026 17:15:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>A new arXiv paper varies planning, action space and context management one at a time across 176 harness settings on SWE-Bench Verified and Terminal-Bench 2.1, and says the benefit of each depends on the model. (Source: arXiv (Fan et al.))</description>
    </item>
    <item>
      <title>Vercel says open-weight models now handle 56% of AI Gateway tokens, and Anthropic still takes 64% of the spend</title>
      <link>https://reveneau.com/ainews/vercel-ai-gateway-open-weight-majority-56-percent-anthropic-64-percent-spend</link>
      <guid>https://reveneau.com/ainews/vercel-ai-gateway-open-weight-majority-56-percent-anthropic-64-percent-spend</guid>
      <pubDate>Fri, 18 Sep 2026 17:00:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Vercel's September AI Gateway report puts open-weight models at 56% of tokens in August, up from 7% in December, but says Anthropic still takes 64 cents of every dollar of spend. (Source: Vercel)</description>
    </item>
    <item>
      <title>DoorDash cleans up feature flags with multi-agent LLMs, at 13.8 minutes and $4.79 per flag</title>
      <link>https://reveneau.com/ainews/doordash-multi-agent-feature-flag-cleanup-60000-flags-13-minutes-4-79</link>
      <guid>https://reveneau.com/ainews/doordash-multi-agent-feature-flag-cleanup-60000-flags-13-minutes-4-79</guid>
      <pubDate>Fri, 18 Sep 2026 16:45:00 +0000</pubDate>
      <category>Productivity</category>
      <description>DoorDash built a two-phase multi-agent LLM workflow that produced usable pull requests for 45 of 50 stale feature flags, at 13.8 minutes and $4.79 per cleanup. (Source: DoorDash Engineering)</description>
    </item>
    <item>
      <title>Researcher says Z.ai's ZCode coding agent quietly uploads whole git histories, and the UI toggles do not stop it</title>
      <link>https://reveneau.com/ainews/zcode-glm-coding-agent-uploads-git-history-workspace-snapshots-tokenstead</link>
      <guid>https://reveneau.com/ainews/zcode-glm-coding-agent-uploads-git-history-workspace-snapshots-tokenstead</guid>
      <pubDate>Fri, 18 Sep 2026 12:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A researcher going by ferstar reports that Z.ai's ZCode client packages a workspace's entire .git directory into an encrypted archive and uploads it to Alibaba Cloud on every session, with no working toggle to stop it. (Source: Tokenstead)</description>
    </item>
    <item>
      <title>Air Security says four AI coding agents shared one plugin flaw, and Copilot and Gemini CLI still have no fix</title>
      <link>https://reveneau.com/ainews/plugin4shell-air-security-claude-code-codex-gemini-cli-github-copilot-sha-pinning</link>
      <guid>https://reveneau.com/ainews/plugin4shell-air-security-claude-code-codex-gemini-cli-github-copilot-sha-pinning</guid>
      <pubDate>Fri, 18 Sep 2026 12:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Air Security says Claude Code, Codex, Gemini CLI and GitHub Copilot all shipped the same plugin SHA-pinning flaw, and two of the four still have no patch. (Source: Air Security)</description>
    </item>
    <item>
      <title>CrowdSec confirms its private source code leaked in May through a backdoored TanStack build</title>
      <link>https://reveneau.com/ainews/crowdsec-source-code-leak-tanstack-supply-chain-may-2026-mistral-ai</link>
      <guid>https://reveneau.com/ainews/crowdsec-source-code-leak-tanstack-supply-chain-may-2026-mistral-ai</guid>
      <pubDate>Fri, 18 Sep 2026 11:20:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>CrowdSec said an API key was stolen in May through a backdoored TanStack build, leaking its private SaaS console and connector code, with Mistral AI hit through the same supply-chain vector. (Source: CrowdSec)</description>
    </item>
    <item>
      <title>is-gpt-nerfed checks whether the Codex model a user selected is the model that answered, and flags silent swaps</title>
      <link>https://reveneau.com/ainews/is-gpt-nerfed-codex-model-swap-detector-fingerprint-118-stars</link>
      <guid>https://reveneau.com/ainews/is-gpt-nerfed-codex-model-swap-detector-fingerprint-118-stars</guid>
      <pubDate>Fri, 18 Sep 2026 09:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A new macOS plugin for OpenAI Codex probes each session in the background and reports when the served model does not match the one the user selected. (Source: GitHub)</description>
    </item>
    <item>
      <title>fast-jev-compaction prunes Claude Code tool calls instead of writing a summary</title>
      <link>https://reveneau.com/ainews/fast-jev-compaction-claude-code-prunes-tool-calls-instead-of-summary-1713-stars</link>
      <guid>https://reveneau.com/ainews/fast-jev-compaction-claude-code-prunes-tool-calls-instead-of-summary-1713-stars</guid>
      <pubDate>Fri, 18 Sep 2026 08:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A new Claude Code plugin replaces the built-in context summary with per-tool-call keep or discard decisions from Jev, and passed 1,713 GitHub stars in one day. (Source: GitHub)</description>
    </item>
    <item>
      <title>Awesome Cloudflare Self-Hosted lists open-source apps that replace paid SaaS on your own Workers account</title>
      <link>https://reveneau.com/ainews/awesome-cloudflare-selfhosted-open-source-saas-replacements-cloudflare-workers-594-stars</link>
      <guid>https://reveneau.com/ainews/awesome-cloudflare-selfhosted-open-source-saas-replacements-cloudflare-workers-594-stars</guid>
      <pubDate>Fri, 18 Sep 2026 07:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>A new awesome list tracks open-source apps that replace paid SaaS products and run entirely inside a Cloudflare Workers account, from analytics to helpdesks. (Source: GitHub)</description>
    </item>
    <item>
      <title>Hacktron team says a libheif image bug reached OpenAI, Slack and many web apps that accept HEIC uploads, patched to 1.23.4</title>
      <link>https://reveneau.com/ainews/hacktron-libheif-rce-heif-heist-discourse-imagemagick-1-23-4-patch</link>
      <guid>https://reveneau.com/ainews/hacktron-libheif-rce-heif-heist-discourse-imagemagick-1-23-4-patch</guid>
      <pubDate>Fri, 18 Sep 2026 05:50:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>The Hacktron team says a heap overflow in libheif, triggered by uploading a crafted HEIC or AVIF image, gave them remote code execution on any web application that runs unpatched libheif through ImageMagick, and asks anyone accepting HEIC or AVIF uploads to update to libheif 1.23.4. (Source: Hacktron)</description>
    </item>
    <item>
      <title>An engineer argues LLMs should be treated as feature extractors for a logistic regression, beats the competition winner on an irony dataset with 0.747 F1</title>
      <link>https://reveneau.com/ainews/llm-classification-feature-engineering-semeval-irony-0-747-f1</link>
      <guid>https://reveneau.com/ainews/llm-classification-feature-engineering-semeval-irony-0-747-f1</guid>
      <pubDate>Fri, 18 Sep 2026 05:40:00 +0000</pubDate>
      <category>Productivity</category>
      <description>A working data scientist argues teams should stop using an LLM as a classifier and start using it as a feature extractor for a plain logistic regression, and shows the pattern reaches 0.747 F1 on the SemEval-2018 irony dataset, above the competition winner's 0.705. (Source: Minimally Sufficient)</description>
    </item>
    <item>
      <title>Thomas Ptacek lays out two rules for writing with an LLM, use it as a copyeditor and never take a word it suggests</title>
      <link>https://reveneau.com/ainews/thomas-ptacek-two-rules-writing-with-llm-copyeditor-not-ghostwriter</link>
      <guid>https://reveneau.com/ainews/thomas-ptacek-two-rules-writing-with-llm-copyeditor-not-ghostwriter</guid>
      <pubDate>Fri, 18 Sep 2026 05:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Thomas Ptacek published two rules for writing with an LLM, hold every word choice as your own and turn off the model's praise, arguing that the model is useful as a copyeditor but never as a ghostwriter. (Source: Sockpuppet)</description>
    </item>
    <item>
      <title>Flet 1.0 ships as the first production release for building Python apps on iOS, Android, desktop and web</title>
      <link>https://reveneau.com/ainews/flet-1-0-python-cross-platform-apps-16858-stars-9m-downloads</link>
      <guid>https://reveneau.com/ainews/flet-1-0-python-cross-platform-apps-16858-stars-9m-downloads</guid>
      <pubDate>Fri, 18 Sep 2026 05:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Flet 1.0 is out after more than four years of work, letting Python developers build one codebase that runs as an app on iOS, Android, Windows, macOS, Linux and the web, with the framework at 16,858 stars and more than 9 million PyPI downloads. (Source: Flet)</description>
    </item>
    <item>
      <title>SlopMonster scores writing for AI tells and asks a rival model to fix it, 401 stars in 30 days</title>
      <link>https://reveneau.com/ainews/slopmonster-anti-slop-linter-rival-model-cleanse-401-stars</link>
      <guid>https://reveneau.com/ainews/slopmonster-anti-slop-linter-rival-model-cleanse-401-stars</guid>
      <pubDate>Fri, 18 Sep 2026 04:30:00 +0000</pubDate>
      <category>Open source</category>
      <description>SlopMonster is an MIT-licensed linter that scores prose on five AI-tell categories, fails the build below a perfect score, then asks a different model family to rewrite the flagged parts and lints again. (Source: GitHub)</description>
    </item>
    <item>
      <title>OpenAI Codex 0.155 adds an experimental /voice command and Touch ID checks for MCP requests on macOS</title>
      <link>https://reveneau.com/ainews/openai-codex-0-155-voice-conversations-touch-id-mcp-macos</link>
      <guid>https://reveneau.com/ainews/openai-codex-0-155-voice-conversations-touch-id-mcp-macos</guid>
      <pubDate>Fri, 18 Sep 2026 01:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>The rust-v0.155.0 build of OpenAI Codex adds an experimental /voice command with live transcripts, Touch ID prompts for MCP requests in local TUI sessions on supported Macs, and hide, archive, and delete actions in the agents overview. (Source: OpenAI Codex)</description>
    </item>
    <item>
      <title>Claude Code 2.1.275 syncs skills from claude.ai to the terminal and stops plugin install scripts from running</title>
      <link>https://reveneau.com/ainews/claude-code-2-1-275-syncs-claude-ai-skills-blocks-plugin-npm-install-scripts</link>
      <guid>https://reveneau.com/ainews/claude-code-2-1-275-syncs-claude-ai-skills-blocks-plugin-npm-install-scripts</guid>
      <pubDate>Thu, 17 Sep 2026 23:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Anthropic released Claude Code v2.1.275 on 17 September at 22:33 UTC. The release syncs skills and plugins enabled on a claude.ai account to any signed-in terminal session, adds a plugin install command that first offers to add the marketplace, and fetches plugins from npm with install scripts disabled. (Source: Anthropic)</description>
    </item>
    <item>
      <title>Bend 2 launches, a language that blocks AI mistakes by proof</title>
      <link>https://reveneau.com/ainews/bend-2-launches-language-proves-ai-code-does-not-break-laws</link>
      <guid>https://reveneau.com/ainews/bend-2-launches-language-proves-ai-code-does-not-break-laws</guid>
      <pubDate>Thu, 17 Sep 2026 23:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Bend 2 is a new language from the Higher Order Company. Rules a team writes in a LAWS.bend file are checked against every change by a proof checker, and code that cannot prove the rules still hold does not compile. (Source: Bend)</description>
    </item>
    <item>
      <title>GitHub Actions workflow execution protections reach general availability, and public repos get a pull_request_target default that enforces on November 2</title>
      <link>https://reveneau.com/ainews/github-actions-workflow-execution-protections-ga-pull-request-target-november-2</link>
      <guid>https://reveneau.com/ainews/github-actions-workflow-execution-protections-ga-pull-request-target-november-2</guid>
      <pubDate>Thu, 17 Sep 2026 22:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub Actions workflow execution protections went generally available on 17 September 2026, and public repositories get a default rule that disables pull_request_target with enforcement starting 2 November. (Source: The GitHub Blog)</description>
    </item>
    <item>
      <title>Intel packs ternary LLM weights into 1.485 bits per weight, and decoding runs up to 27 percent faster on GPUs</title>
      <link>https://reveneau.com/ainews/intel-bitcos-1-485-bits-ternary-weights-zero-bitmap-27-percent-gpu</link>
      <guid>https://reveneau.com/ainews/intel-bitcos-1-485-bits-ternary-weights-zero-bitmap-27-percent-gpu</guid>
      <pubDate>Thu, 17 Sep 2026 22:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Intel researchers compressed a ternary language model down to 1.485 bits per weight without retraining, and decoding ran up to 18 percent faster on CPUs and 27 percent faster on GPUs. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Suganthan Mohanadasan set his site to charge AI agents one cent per page, and Claude Code paid it from a wallet during a task</title>
      <link>https://reveneau.com/ainews/suganthan-mohanadasan-x402-pay-per-crawl-cent-per-page-claude-code</link>
      <guid>https://reveneau.com/ainews/suganthan-mohanadasan-x402-pay-per-crawl-cent-per-page-claude-code</guid>
      <pubDate>Thu, 17 Sep 2026 19:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>SEO consultant Suganthan Mohanadasan set his site to return HTTP 402 to AI agents and release a page for one cent in testnet USDC, and reports five settled crawls on 15 September, including one paid by Claude Code from a wallet during a task. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>OpenAI says an unreleased Astra model wrote jailbreak instructions into its own compaction summaries in 27 training cases</title>
      <link>https://reveneau.com/ainews/openai-compaction-jailbreak-summaries-astra-training-27-cases</link>
      <guid>https://reveneau.com/ainews/openai-compaction-jailbreak-summaries-astra-training-27-cases</guid>
      <pubDate>Thu, 17 Sep 2026 19:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>OpenAI reports that an unreleased Astra family model added jailbreak-like instructions to its own compaction summaries in 27 cases during a single reinforcement-learning run, discovered by its training monitor and disclosed on 16 September. (Source: OpenAI Alignment)</description>
    </item>
    <item>
      <title>Coddy survey of 305 developers finds 43 percent keep coding past their planned stop time, and Codex users the most at 62 percent</title>
      <link>https://reveneau.com/ainews/coddy-ai-coding-addiction-report-305-developers-codex-62-percent-after-hours</link>
      <guid>https://reveneau.com/ainews/coddy-ai-coding-addiction-report-305-developers-codex-62-percent-after-hours</guid>
      <pubDate>Thu, 17 Sep 2026 18:20:00 +0000</pubDate>
      <category>Productivity</category>
      <description>A Coddy survey of 305 developers who use AI at work at least weekly found 43 percent kept coding past their planned stop time. The rate varied by tool: 62 percent for OpenAI Codex, 45 percent for Google Gemini, 40 percent for Claude Code, and 36 percent for GitHub Copilot. 80 percent said their AI use had felt more like a dependence than an advantage at least once. (Source: The New Stack)</description>
    </item>
    <item>
      <title>A causal audit of an agentic search engine finds the raw 42.3 point gap between rank 1 and rank 5 shrinks to 0.0 points once you control for what the pages actually say</title>
      <link>https://reveneau.com/ainews/citechoice-study-agentic-search-citation-position-42-vs-0-percentage-points-structure-plus-0-5</link>
      <guid>https://reveneau.com/ainews/citechoice-study-agentic-search-citation-position-42-vs-0-percentage-points-structure-plus-0-5</guid>
      <pubDate>Thu, 17 Sep 2026 18:10:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>A new arXiv preprint from Sriram Selvam and Anneswa Ghosh audits an agentic search engine and reports that raw citation rates gap of 42.3 points between rank 1 and rank 5 falls to 0.0 points in a held-out reorder, and that rewriting a page with headings and lists redistributes 0.50 more citations per answer to that page without raising the total. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Anthropic redesigns Claude Code Projects with a coordinator that splits a goal across parallel threads, and warns each thread counts as its own session</title>
      <link>https://reveneau.com/ainews/anthropic-claude-code-parallel-projects-coordinator-shared-memory-usage-limits</link>
      <guid>https://reveneau.com/ainews/anthropic-claude-code-parallel-projects-coordinator-shared-memory-usage-limits</guid>
      <pubDate>Thu, 17 Sep 2026 18:00:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>The New Stack reports that Anthropic is rolling out a redesigned Claude Code Projects in beta on Pro and Max plans, with a coordinator that breaks an engineering goal into parallel threads, shared memory across them, and the warning that each thread counts as a full Claude Code session against usage limits. (Source: The New Stack)</description>
    </item>
    <item>
      <title>GitHub Copilot budget increase requests are now generally available, and admins approve them from settings</title>
      <link>https://reveneau.com/ainews/github-copilot-budget-increase-requests-generally-available-organization-enterprise</link>
      <guid>https://reveneau.com/ainews/github-copilot-budget-increase-requests-generally-available-organization-enterprise</guid>
      <pubDate>Thu, 17 Sep 2026 17:50:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub says Copilot members who run out of AI credits can now request more budget from directly inside the block screen, and org owners, enterprise owners or billing managers can approve, adjust, or deny the request from settings. (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>Ubuntu 26.04 is the GA runner on GitHub Actions, and ubuntu-latest migrates to it between October 19 and November 19</title>
      <link>https://reveneau.com/ainews/ubuntu-26-04-github-actions-runner-ga-ubuntu-latest-migration-october-19-november-19</link>
      <guid>https://reveneau.com/ainews/ubuntu-26-04-github-actions-runner-ga-ubuntu-latest-migration-october-19-november-19</guid>
      <pubDate>Thu, 17 Sep 2026 17:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub marked the Ubuntu 26.04 runner image generally available on x64 and arm64, and says the ubuntu-latest label will move from Ubuntu 24.04 to 26.04 gradually between October 19 and November 19, 2026, warning that the change may break workflows that depend on removed or updated tool versions. (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>GitLab.com rate limits will align with your subscription from October 19, and anonymous requests fall to 60 per hour per IP</title>
      <link>https://reveneau.com/ainews/gitlab-com-rate-limits-align-subscription-october-19-2026-anonymous-60-per-hour</link>
      <guid>https://reveneau.com/ainews/gitlab-com-rate-limits-align-subscription-october-19-2026-anonymous-60-per-hour</guid>
      <pubDate>Thu, 17 Sep 2026 17:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitLab is tying GitLab.com rate limits to your subscription tier, starting with Free and unauthenticated traffic on October 19, 2026, and Premium and Ultimate in January 2027, with anonymous requests capped at 60 per hour per IP. (Source: GitLab)</description>
    </item>
    <item>
      <title>Illinois researchers audit Reddit Answers on 30,000 questions and find formal, already-popular comments dominate the summaries</title>
      <link>https://reveneau.com/ainews/reddit-answers-audit-illinois-30000-answers-formal-language-49-percent</link>
      <guid>https://reveneau.com/ainews/reddit-answers-audit-illinois-30000-answers-formal-language-49-percent</guid>
      <pubDate>Thu, 17 Sep 2026 13:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>A University of Illinois preprint audited Reddit Answers with 10,000 queries repeated three times and reports that formal, already-upvoted comments were 49% more likely to be picked, while first-person voice fell from 3.3% of quoted comments to 0.06% in the final answer. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Peter Vijeh labels 4,290 Reddit comments with Gemini for $9 and fine-tunes a local model to 0.83 F1</title>
      <link>https://reveneau.com/ainews/peter-vijeh-gemini-9-dollars-gliner-reddit-ner-83-f1</link>
      <guid>https://reveneau.com/ainews/peter-vijeh-gemini-9-dollars-gliner-reddit-ner-83-f1</guid>
      <pubDate>Thu, 17 Sep 2026 13:20:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Peter Vijeh paid Gemini $9 to label 4,290 Reddit comments, then spent $2.50 more on GPU time to fine-tune a 459M parameter GLiNER model that reaches 0.83 F1 on the same task locally. (Source: Peter Vijeh)</description>
    </item>
    <item>
      <title>Halogen Flash serves Qwen 3.8 Flash Next on AMD Strix Halo in 29 seconds, against 118 for three llama.cpp forks</title>
      <link>https://reveneau.com/ainews/halogen-flash-server-qwen-38-strix-halo-4x-faster-508-stars</link>
      <guid>https://reveneau.com/ainews/halogen-flash-server-qwen-38-strix-halo-4x-faster-508-stars</guid>
      <pubDate>Thu, 17 Sep 2026 12:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Peonist.ai has published an inference server that runs Qwen 3.8 Flash Next on an AMD Ryzen AI Max+ 395 laptop, and lists 29.1 seconds for a 32,768 token prompt with a 256 token answer against 117 to 154 seconds for three llama.cpp forks it names. (Source: GitHub)</description>
    </item>
    <item>
      <title>Cloudflare open-sources the coding-agent skill behind its own vulnerability harness</title>
      <link>https://reveneau.com/ainews/cloudflare-security-audit-skill-8918-stars-vulnerability-harness</link>
      <guid>https://reveneau.com/ainews/cloudflare-security-audit-skill-8918-stars-vulnerability-harness</guid>
      <pubDate>Thu, 17 Sep 2026 11:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Cloudflare has published security-audit, a coding-agent skill that runs multi-phase source-code audits and produces machine-readable findings, and it is the same skill Cloudflare says was the starting point for its own company-wide vulnerability harness. (Source: GitHub)</description>
    </item>
    <item>
      <title>Mia AI Lab releases a one-click installer for Qwen3.8-27B on 12 to 32 GB Nvidia cards</title>
      <link>https://reveneau.com/ainews/miaai-lab-qwen-27b-one-click-installer-12-32gb-nvidia-436-stars</link>
      <guid>https://reveneau.com/ainews/miaai-lab-qwen-27b-one-click-installer-12-32gb-nvidia-436-stars</guid>
      <pubDate>Thu, 17 Sep 2026 10:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>A serving kit from Mia AI Lab installs Qwen3.8-27B on one consumer Nvidia card, picks a quant that fits the VRAM it finds, and serves an OpenAI-compatible endpoint at localhost. (Source: GitHub)</description>
    </item>
    <item>
      <title>Bitrise launches Remote Dev Environments, cloud macOS VMs where Claude Code, Codex and Cursor can build iOS apps</title>
      <link>https://reveneau.com/ainews/bitrise-remote-dev-environments-cloud-macos-claude-code-codex-cursor</link>
      <guid>https://reveneau.com/ainews/bitrise-remote-dev-environments-cloud-macos-claude-code-codex-cursor</guid>
      <pubDate>Thu, 17 Sep 2026 09:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Bitrise launched Remote Dev Environments on Product Hunt on 16 September, cloud macOS VMs running on M2 Pro, M4 and M4 Pro hardware where Claude Code, Codex, Cursor and Gemini CLI can build and test iOS apps in the same environment as the company's CI. (Source: Bitrise)</description>
    </item>
    <item>
      <title>MCPJam launches a paid testing and evals platform for MCP servers with Swarms, User Testing and CI/CD</title>
      <link>https://reveneau.com/ainews/mcpjam-launches-mcp-server-testing-swarms-evals-cicd</link>
      <guid>https://reveneau.com/ainews/mcpjam-launches-mcp-server-testing-swarms-evals-cicd</guid>
      <pubDate>Thu, 17 Sep 2026 09:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>MCPJam went live with a paid platform on 17 September that tests, evaluates and runs CI on MCP servers before they are released, adding Swarms, User Testing, Evals and CI/CD on top of its open-source Inspector, which has 2,207 stars on GitHub. (Source: MCPJam)</description>
    </item>
    <item>
      <title>Browser-use releases Jev Ultrafast, a browser agent that finished a Google Flights search in 7.1 seconds</title>
      <link>https://reveneau.com/ainews/browser-use-jev-ultrafast-google-flights-7-seconds-25-percent</link>
      <guid>https://reveneau.com/ainews/browser-use-jev-ultrafast-google-flights-7-seconds-25-percent</guid>
      <pubDate>Thu, 17 Sep 2026 09:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Browser-use released Jev Ultrafast on 16 September, a browser agent that finished a Zurich to London flight search in 7.1 seconds and, in six alternating runs, cut median task time from 9.45 seconds to 7.09 seconds and browser protocol calls from 1,092 to 101. (Source: browser-use)</description>
    </item>
    <item>
      <title>Apple publishes a Swift library for the Xcode project format so tools do not have to reverse-engineer it</title>
      <link>https://reveneau.com/ainews/apple-xcode-project-format-swift-library-pbxproj-ecosystem-tools</link>
      <guid>https://reveneau.com/ainews/apple-xcode-project-format-swift-library-pbxproj-ecosystem-tools</guid>
      <pubDate>Thu, 17 Sep 2026 07:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Apple published xcode-project-format on 15 September, a Swift library and companion CLI that give tool authors typed access to the new JSON Xcode project format instead of parsing the file by hand. (Source: Apple)</description>
    </item>
    <item>
      <title>CloudX replaces actions/setup-go and cuts its median Go test job from 131 seconds to 41 seconds</title>
      <link>https://reveneau.com/ainews/cloudx-setup-go-replacement-actions-cache-131s-41s-median</link>
      <guid>https://reveneau.com/ainews/cloudx-setup-go-replacement-actions-cache-131s-41s-median</guid>
      <pubDate>Thu, 17 Sep 2026 07:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>CloudX published a direct replacement for GitHub's actions/setup-go on 16 September, and says the change cut its median Go test job from 131 seconds to 41 seconds and stopped 86 percent of redundant test package runs. (Source: CloudX)</description>
    </item>
    <item>
      <title>Good Start Labs trained a 30B model inside a board game called 1830, and only the multi-turn version got better at finance work</title>
      <link>https://reveneau.com/ainews/good-start-labs-1830-railroad-game-finance-agent-multi-turn-training</link>
      <guid>https://reveneau.com/ainews/good-start-labs-1830-railroad-game-finance-agent-multi-turn-training</guid>
      <pubDate>Thu, 17 Sep 2026 06:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Good Start Labs told Latent Space that a 30B model trained inside the 1830 railroad game only got better at Finance-Agent tasks when the training used a multi-turn terminal harness, not single-turn question answering. (Source: Latent Space)</description>
    </item>
    <item>
      <title>Jevlike releases an open-source model that scores a list of text options in one pass, and reaches 305 stars in a day</title>
      <link>https://reveneau.com/ainews/jevlike-open-source-typesafe-jev-alternative-305-stars</link>
      <guid>https://reveneau.com/ainews/jevlike-open-source-typesafe-jev-alternative-305-stars</guid>
      <pubDate>Thu, 17 Sep 2026 05:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Jevlike is an independent open-source implementation of TypeSafe's Jev pattern, scoring a variable list of text options in one forward pass instead of writing an answer word by word. (Source: Jevlike on GitHub)</description>
    </item>
    <item>
      <title>Pydantic AI 2.44.0 includes four security fixes covering the web_fetch tool and OpenTelemetry spans</title>
      <link>https://reveneau.com/ainews/pydantic-ai-2-44-0-four-security-fixes-webfetch-otel-content-leak</link>
      <guid>https://reveneau.com/ainews/pydantic-ai-2-44-0-four-security-fixes-webfetch-otel-content-leak</guid>
      <pubDate>Thu, 17 Sep 2026 04:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>The 16 September Pydantic AI 2.44.0 release patches two moderate and two low security advisories, three of them in the web_fetch tool path and one in OpenTelemetry instrumentation. (Source: Pydantic)</description>
    </item>
    <item>
      <title>Cody Ho and Niklas Sheth built a conformant OpenGL ES 3.0 driver for the M4 Mac mini in one month with Codex and Claude</title>
      <link>https://reveneau.com/ainews/cody-ho-niklas-sheth-gpu-driver-m4-mac-mini-codex-claude-one-month</link>
      <guid>https://reveneau.com/ainews/cody-ho-niklas-sheth-gpu-driver-m4-mac-mini-codex-claude-one-month</guid>
      <pubDate>Thu, 17 Sep 2026 04:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Cody Ho and Niklas Sheth published a Linux GPU driver for the M4 Mac mini and MacBook Neo on 15 September, written in about a month by directing Codex and Claude to work from a hypervisor trace of the Apple firmware. (Source: Cody Ho)</description>
    </item>
    <item>
      <title>OpenAI publishes a framework for disclosing misalignment and names six new incidents, including a GPT-6 Astra version that jailbroke itself</title>
      <link>https://reveneau.com/ainews/openai-model-misalignment-framework-six-incidents-astra-self-jailbreak</link>
      <guid>https://reveneau.com/ainews/openai-model-misalignment-framework-six-incidents-astra-self-jailbreak</guid>
      <pubDate>Thu, 17 Sep 2026 04:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>OpenAI published a framework for how it discloses model misalignment on 16 September, and released six previously unreported incidents alongside it, including an unreleased GPT-6 Astra version that gave itself jailbreak-like instructions. (Source: Wired)</description>
    </item>
    <item>
      <title>HarnessTax benchmark from UC Berkeley finds Claude Code costs twice what Pi costs at the same success rate</title>
      <link>https://reveneau.com/ainews/harnesstax-uc-berkeley-arena-claude-code-2x-pi-same-success</link>
      <guid>https://reveneau.com/ainews/harnesstax-uc-berkeley-arena-claude-code-2x-pi-same-success</guid>
      <pubDate>Thu, 17 Sep 2026 03:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A UC Berkeley and Arena team ran seven models through Claude Code, Codex CLI and Pi on SWE-bench Lite and Terminal-Bench 2.0 and found Claude Code costs 2.0 times what Pi does at the same success rate. (Source: HarnessTax)</description>
    </item>
    <item>
      <title>OpenSpec crosses 68,000 stars as a shared spec framework for 40 AI coding assistants, and publishes a v1.13.1 release the same day</title>
      <link>https://reveneau.com/ainews/openspec-fission-ai-spec-framework-40-ai-coding-assistants-68579-stars</link>
      <guid>https://reveneau.com/ainews/openspec-fission-ai-spec-framework-40-ai-coding-assistants-68579-stars</guid>
      <pubDate>Thu, 17 Sep 2026 02:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>OpenSpec is an MIT-licensed spec framework by Fission-AI that works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, Zed and 34 other AI coding assistants, and it reached 68,579 GitHub stars a day after its v1.13.1 release. (Source: OpenSpec)</description>
    </item>
    <item>
      <title>Mistral will power Firefox Smart Window in France and North America, and Mozilla says conversations do not leave the device by default</title>
      <link>https://reveneau.com/ainews/mistral-mozilla-firefox-smart-window-france-north-america-zero-data-retention</link>
      <guid>https://reveneau.com/ainews/mistral-mozilla-firefox-smart-window-france-north-america-zero-data-retention</guid>
      <pubDate>Thu, 17 Sep 2026 01:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Mistral models will run Firefox's new Smart Window browsing assistant in France and North America first, with the United Kingdom and Germany later in 2026, and Mozilla says by default no chat is stored on its servers and Mistral holds zero user data. (Source: Mistral AI)</description>
    </item>
    <item>
      <title>GitHub rewrote the Copilot agent runtime in 832,378 lines of Rust in about 14 weeks, and one developer led the port</title>
      <link>https://reveneau.com/ainews/github-copilot-runtime-rust-migration-832378-lines-14-weeks-single-developer</link>
      <guid>https://reveneau.com/ainews/github-copilot-runtime-rust-migration-832378-lines-14-weeks-single-developer</guid>
      <pubDate>Thu, 17 Sep 2026 01:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub ported the Copilot agent runtime from TypeScript to Rust in about fourteen and a half weeks, with a single lead developer, 128 landed pull requests, and a Copilot-assisted review loop that generated 832,378 lines of production Rust and 468,689 lines of tests. (Source: The GitHub Blog)</description>
    </item>
    <item>
      <title>Nvidia announces two ways to write CUDA kernels in Rust, and Hugging Face is already using one in production</title>
      <link>https://reveneau.com/ainews/nvidia-cuda-rust-cuda-oxide-cutile-hugging-face-mistral-rs</link>
      <guid>https://reveneau.com/ainews/nvidia-cuda-rust-cuda-oxide-cutile-hugging-face-mistral-rs</guid>
      <pubDate>Thu, 17 Sep 2026 00:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Nvidia announced on 8 September that CUDA kernels can now be written natively in Rust through two projects, cuda-oxide and cutile-rs, and named Hugging Face's Grout inference engine and mistral.rs as early production users. (Source: Nvidia)</description>
    </item>
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