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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>Spammers are using public NotebookLM pages to plant coupon, adult and peptide content in Google Search, and Google has indexed 12,000 of them</title>
      <link>https://reveneau.com/ainews/gemini-notebook-lm-parasite-seo-google-search-index-12000-spam-pages</link>
      <guid>https://reveneau.com/ainews/gemini-notebook-lm-parasite-seo-google-search-index-12000-spam-pages</guid>
      <pubDate>Tue, 22 Sep 2026 21:20:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Barry Schwartz at Search Engine Roundtable, citing observations by Gagan Ghotra, Glenn Gabe and Charles Floate on X, reports that black-hat SEOs are pointing public Google Gemini Notebook (NotebookLM) pages at coupon-code, adult and peptide keywords, and Google has indexed more than 12,000 of them so far. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Max Woolf pushed Rust code past its established baselines by having agents iterate with strict benchmark targets, and he measured 2x to 20x speedups</title>
      <link>https://reveneau.com/ainews/minimaxir-agentic-rust-speedup-benchmaxxing-guardrails-2x-20x</link>
      <guid>https://reveneau.com/ainews/minimaxir-agentic-rust-speedup-benchmaxxing-guardrails-2x-20x</guid>
      <pubDate>Tue, 22 Sep 2026 21:05:00 +0000</pubDate>
      <category>Productivity</category>
      <description>In a blog post from 2026-09-21, Max Woolf reports that Claude Opus 4.6, GPT-5.3 Codex and GPT-6 Astra can each push Rust code past established baselines when given a hard measurable target and made to iterate against it, with cumulative speedups from 2x to 20x across UMAP, gradient boosting, MLPs, templating and web servers. (Source: Max Woolf (minimaxir.com))</description>
    </item>
    <item>
      <title>JetBrains launched Air, a three-part system for running agents inside its IDEs, coordinating teams and governing costs across an organization</title>
      <link>https://reveneau.com/ainews/jetbrains-air-agent-client-protocol-junie-teams-governance</link>
      <guid>https://reveneau.com/ainews/jetbrains-air-agent-client-protocol-junie-teams-governance</guid>
      <pubDate>Tue, 22 Sep 2026 20:50:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>JetBrains announced Air on 2026-09-22, a set of three products (Air in JetBrains IDEs, Air Teams and Air Governance) that lets developers run its Junie agent and other Agent Client Protocol agents inside the IDEs while giving an organization one place to see and cap the spend. (Source: JetBrains)</description>
    </item>
    <item>
      <title>Google open sourced AX, a Kubernetes-style orchestrator for agent workloads, under Apache-2.0, and the repository sits at 7,387 stars</title>
      <link>https://reveneau.com/ainews/google-ax-agent-substrate-open-source-apache-2-7387-stars</link>
      <guid>https://reveneau.com/ainews/google-ax-agent-substrate-open-source-apache-2-7387-stars</guid>
      <pubDate>Tue, 22 Sep 2026 20:35:00 +0000</pubDate>
      <category>Open source</category>
      <description>Google published its AX agent orchestrator to github.com/google/ax under Apache-2.0 and the site at agentexecutor.io, giving teams four Kubernetes-style objects (Task, Workspace, Gateway, Model) plus an Agent Substrate runtime built by Google DeepMind for running many agents in one cluster. (Source: Google (Agent Executor))</description>
    </item>
    <item>
      <title>Google is emailing Shopify merchants on Monday that their products are automatically eligible for Native Checkout in AI Mode and Gemini, and opting them in unless they turn it off in the Shopify admin</title>
      <link>https://reveneau.com/ainews/google-merchant-center-native-checkout-shopify-ucp-opt-out</link>
      <guid>https://reveneau.com/ainews/google-merchant-center-native-checkout-shopify-ucp-opt-out</guid>
      <pubDate>Tue, 22 Sep 2026 20:20:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google is emailing Shopify merchants that their products are automatically eligible for Native Checkout in Google AI Mode and Gemini, and Search Engine Roundtable reports the merchant is opted in by default. To keep buyers on the merchant's site, they must go to the Shopify admin and turn off native checkout under Sales channels, Agentic. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Jan Wrobel released Drop, a rootless Linux sandbox for isolating coding agents from the developer's home directory, and it reached 123 points on Show HN in about five hours</title>
      <link>https://reveneau.com/ainews/drop-rootless-linux-sandbox-coding-agents-gvisor-123-hn-points</link>
      <guid>https://reveneau.com/ainews/drop-rootless-linux-sandbox-coding-agents-gvisor-123-hn-points</guid>
      <pubDate>Tue, 22 Sep 2026 20:05:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Drop is a rootless Linux sandbox that runs a coding agent inside its own Linux user namespace, so a hallucinated `rm -rf ~` cannot touch the real home directory and a prompt injection at `~/.ssh` finds nothing. Released by Jan Wrobel under Apache 2.0, it reached 123 points on Show HN in around five hours. (Source: Drop)</description>
    </item>
    <item>
      <title>Cloudflare released Worker Previews on Tuesday and it gives every branch a real Worker with its own URL, its own Durable Objects namespace and its own Containers, so a coding agent can test a change without touching production state</title>
      <link>https://reveneau.com/ainews/cloudflare-worker-previews-per-branch-isolated-durable-objects-agents</link>
      <guid>https://reveneau.com/ainews/cloudflare-worker-previews-per-branch-isolated-durable-objects-agents</guid>
      <pubDate>Tue, 22 Sep 2026 19:50:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Cloudflare released Worker Previews on 22 September, giving every branch a real Worker at its own URL with its own Durable Objects namespace and its own Container application, so a change that breaks stateful resources cannot reach production data. A team can run hundreds of Previews at once, and the observability tab traces each one on its own. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>OpenAI released GPT-6 Sol and Luna on Tuesday at half the API price of the GPT-5.6 versions, and says the Sol model makes half as many mistakes as its predecessor on an internal factuality test</title>
      <link>https://reveneau.com/ainews/openai-gpt-6-sol-luna-half-price-astra-family-half-mistakes</link>
      <guid>https://reveneau.com/ainews/openai-gpt-6-sol-luna-half-price-astra-family-half-mistakes</guid>
      <pubDate>Tue, 22 Sep 2026 19:35:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>OpenAI released GPT-6 Sol and Luna on 22 September as smaller, cheaper members of the GPT-6 family, priced at half the API cost of the 5.6 versions of the same names, and says Sol makes half as many mistakes as its predecessor on an internal factuality evaluation. Anthropic released Claude Opus 5.5 90 minutes earlier. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>Anthropic released Claude Opus 5.5 on Tuesday priced at $4 per million input tokens and $20 per million output, and says its safety classifiers can quietly reroute a request to Opus 4.8 or Opus 5 mid-workflow</title>
      <link>https://reveneau.com/ainews/anthropic-claude-opus-5-5-cheaper-safety-classifiers-reroute-older-model</link>
      <guid>https://reveneau.com/ainews/anthropic-claude-opus-5-5-cheaper-safety-classifiers-reroute-older-model</guid>
      <pubDate>Tue, 22 Sep 2026 19:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Anthropic released Claude Opus 5.5 on 22 September at $4 per million input tokens and $20 per million output, a 20 percent price cut from Opus 5, and says the same request can be rerouted transparently to Opus 4.8 or Opus 5 when its safety classifiers fire for cybersecurity, biology or frontier LLM work. (Source: Anthropic)</description>
    </item>
    <item>
      <title>Hydra DB releases Open Glean, a self-hosted AI workspace with 622 GitHub stars in five days</title>
      <link>https://reveneau.com/ainews/open-glean-hydra-db-self-hosted-glean-alternative-apache-2-622-stars</link>
      <guid>https://reveneau.com/ainews/open-glean-hydra-db-self-hosted-glean-alternative-apache-2-622-stars</guid>
      <pubDate>Tue, 22 Sep 2026 04:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Hydra DB has released Open Glean under Apache-2.0, a self-hosted Next.js workspace that answers questions across your files, notes and connected apps with cited sources. (Source: Hydra DB)</description>
    </item>
    <item>
      <title>Maharshi Patel argues teams should delete most MCP servers and let agents run CLIs instead</title>
      <link>https://reveneau.com/ainews/maharshi-patel-delete-mcp-servers-cli-help-hacker-news-319-points</link>
      <guid>https://reveneau.com/ainews/maharshi-patel-delete-mcp-servers-cli-help-hacker-news-319-points</guid>
      <pubDate>Tue, 22 Sep 2026 03:15:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>An essay by developer Maharshi Patel titled &quot;Why MCP Was Always a Bad Idea&quot; hit Hacker News on 20 September with 319 points, arguing that agents are now good enough to call APIs and CLIs directly, so most Model Context Protocol servers can be deleted. (Source: Maharshi Patel)</description>
    </item>
    <item>
      <title>GitHub Enterprise adds one CSV export listing every credential that can reach the enterprise, from SSH keys to OAuth App tokens</title>
      <link>https://reveneau.com/ainews/github-enterprise-credential-inventory-export-csv-rest-api-ssh-pat-oauth-app-tokens</link>
      <guid>https://reveneau.com/ainews/github-enterprise-credential-inventory-export-csv-rest-api-ssh-pat-oauth-app-tokens</guid>
      <pubDate>Tue, 22 Sep 2026 02:20:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>GitHub says enterprise owners can now pull every SSH key, personal access token, OAuth App token and GitHub App token accessing the enterprise into one CSV or paginated REST call, filterable by user, app, credential type or organization. (Source: GitHub Changelog)</description>
    </item>
    <item>
      <title>Tim Dettmers's CMU lab is releasing an inference stack that runs DeepSeek V4.1 on a 128 GB MacBook, and an auto-compaction method one partner says cut its AI budget by 45 percent</title>
      <link>https://reveneau.com/ainews/dettmers-dlab-open-source-week-deepseek-v4-1-laptop-cliffcompaction-45-percent</link>
      <guid>https://reveneau.com/ainews/dettmers-dlab-open-source-week-deepseek-v4-1-laptop-cliffcompaction-45-percent</guid>
      <pubDate>Tue, 22 Sep 2026 01:15:00 +0000</pubDate>
      <category>Open source</category>
      <description>Tim Dettmers's dlab at CMU says it will release two open-source projects and four papers starting 22 September, including a local inference stack that fits DeepSeek V4.1 on a 128 GB MacBook and an auto-compaction method that cut one partner's AI budget by 45 percent. (Source: Tim Dettmers)</description>
    </item>
    <item>
      <title>Openlayer ships jevals, a Python library that runs agent evals and guardrails in one API call using Jev</title>
      <link>https://reveneau.com/ainews/jevals-openlayer-agent-evals-guardrails-one-request-mit-42-stars</link>
      <guid>https://reveneau.com/ainews/jevals-openlayer-agent-evals-guardrails-one-request-mit-42-stars</guid>
      <pubDate>Mon, 21 Sep 2026 22:10:00 +0000</pubDate>
      <category>Open source</category>
      <description>Openlayer's new Python library replaces multiple LLM-as-judge calls with a single request to TypeSafe's Jev decision model, shipping 37 built-in evals across agent, security and quality categories. (Source: GitHub)</description>
    </item>
    <item>
      <title>The Information surveyed 107 executives and found 60 percent said their AI cost trajectory is unpredictable, and only 33 percent actually control token costs day to day</title>
      <link>https://reveneau.com/ainews/theinformation-107-executives-ai-token-costs-unpredictable-60-percent</link>
      <guid>https://reveneau.com/ainews/theinformation-107-executives-ai-token-costs-unpredictable-60-percent</guid>
      <pubDate>Mon, 21 Sep 2026 21:50:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>The Information's survey of 107 senior leaders reports that 60 percent describe their AI cost trajectory as unpredictable, and while 52 percent say they understand how tokens are billed, only 33 percent actually manage the cost in practice. (Source: The Information)</description>
    </item>
    <item>
      <title>Job boards say Google's Indexing API is not answering approval requests, and one SEO consultant has 50 applications waiting since October 2025</title>
      <link>https://reveneau.com/ainews/google-indexing-api-job-boards-no-response-six-nine-months-sej</link>
      <guid>https://reveneau.com/ainews/google-indexing-api-job-boards-no-response-six-nine-months-sej</guid>
      <pubDate>Mon, 21 Sep 2026 21:35:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Search Engine Journal reports that job-site operators have waited six to nine months for approval to use Google's Indexing API, with one consultant tracking more than 50 applications since October 2025 and none approved. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Linear reworked its CI pipeline and dropped median pull request wait from over 6 minutes to just over 5, on a test suite that quadrupled since January</title>
      <link>https://reveneau.com/ainews/linear-ci-rework-6-minutes-5-tsc-73-percent-8-shards-2000-tests-weekly</link>
      <guid>https://reveneau.com/ainews/linear-ci-rework-6-minutes-5-tsc-73-percent-8-shards-2000-tests-weekly</guid>
      <pubDate>Mon, 21 Sep 2026 21:20:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Linear says agents and engineers were adding 2,000 new tests a week, and its CI could not keep up until it moved to third-party runners, sharded from four to eight, and replaced tsc with tsgo, cutting TypeScript check time by 73 percent. (Source: Linear)</description>
    </item>
    <item>
      <title>The New Stack tests Grok Build and Claude Code memory across three sessions and finds Claude's CLI forgets a rule set for all projects when moved to a second repo</title>
      <link>https://reveneau.com/ainews/grok-build-claude-code-memory-test-cross-project-rule-jessica-wachtel</link>
      <guid>https://reveneau.com/ainews/grok-build-claude-code-memory-test-cross-project-rule-jessica-wachtel</guid>
      <pubDate>Mon, 21 Sep 2026 21:05:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Jessica Wachtel at The New Stack ran a three-session memory test on Grok Build 1.0.40 and Claude Code 2.1.226 on 21 September, and reports that Claude's CLI memory stops at the repo boundary, so a rule stated &quot;for all my projects&quot; never reached a second repository. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Semrush published a way to find the pages AI answers quote, and says 62 percent of those citations name no brand</title>
      <link>https://reveneau.com/ainews/semrush-ai-citation-outreach-workflow-claude-code-ghost-citations</link>
      <guid>https://reveneau.com/ainews/semrush-ai-citation-outreach-workflow-claude-code-ghost-citations</guid>
      <pubDate>Mon, 21 Sep 2026 20:50:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Semrush published a workflow on 21 September that reads the pages AI answers cite for the questions a team tracks, marks the ones where the brand is missing or described wrongly, and gives a pitch to send the writer of each page. (Source: Semrush)</description>
    </item>
    <item>
      <title>SpaceXAI released Grok 4.7 on Sunday and says it scores 38 percent on Terminal-Bench 4.0, up from 20 percent for Grok 4.6, after training weighted toward multi-hour tasks</title>
      <link>https://reveneau.com/ainews/spacexai-grok-4-7-terminal-bench-38-percent-multi-hour-agent-training</link>
      <guid>https://reveneau.com/ainews/spacexai-grok-4-7-terminal-bench-38-percent-multi-hour-agent-training</guid>
      <pubDate>Mon, 21 Sep 2026 20:35:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>SpaceXAI released Grok 4.7 on 21 September, priced at $2 per million input tokens and $6 per million output tokens, and says the model scores 38.0 percent on Terminal-Bench 4.0 against Grok 4.6's 20.3 percent, after a longer reinforcement learning run weighted toward tasks that take many hours to finish. (Source: SpaceXAI)</description>
    </item>
    <item>
      <title>Foremerge is an open-source coordination protocol for parallel coding agents that catches conflicts Git cannot see, and it reached 424 stars a month after the first commit</title>
      <link>https://reveneau.com/ainews/foremerge-open-source-coordination-protocol-parallel-coding-agents-424-stars</link>
      <guid>https://reveneau.com/ainews/foremerge-open-source-coordination-protocol-parallel-coding-agents-424-stars</guid>
      <pubDate>Mon, 21 Sep 2026 19:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Foremerge is a Rust CLI, JSON API and MCP server that has agents announce what they are about to change in semantic terms before they write code, so two agents editing different files with plans that undo each other get warned before either commits, and reached 424 stars 31 days after the first commit under Apache 2.0. (Source: GitHub)</description>
    </item>
    <item>
      <title>AWS releases Strands harness, an open-source general-purpose agent it says costs 28 percent less than Claude Code and Codex on six benchmarks</title>
      <link>https://reveneau.com/ainews/aws-strands-harness-open-source-agent-28-percent-lower-token-cost-apache-2-0</link>
      <guid>https://reveneau.com/ainews/aws-strands-harness-open-source-agent-28-percent-lower-token-cost-apache-2-0</guid>
      <pubDate>Mon, 21 Sep 2026 19:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>AWS released Strands harness under Apache 2.0 on 21 September, a preconfigured agent that runs on Bedrock, Anthropic, OpenAI, Google or Ollama and, on six benchmarks with the same Claude or GPT models, costs 28 percent less than Claude Code and Codex, per the vendor's own testing. (Source: Strands Agents)</description>
    </item>
    <item>
      <title>Volotat's mini-AGI trains from scratch on 8GB of VRAM and keeps 99.84 percent of its knowledge after reading only chess</title>
      <link>https://reveneau.com/ainews/mini-agi-continual-learning-8gb-vram-byte-level-99-84-percent-retained</link>
      <guid>https://reveneau.com/ainews/mini-agi-continual-learning-8gb-vram-byte-level-99-84-percent-retained</guid>
      <pubDate>Mon, 21 Sep 2026 18:50:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Alexey Borsky released mini-AGI, a byte-level language model that keeps learning from every stream of characters it reads without forgetting what it knew before, and runs on a single 8GB laptop GPU. (Source: mini-AGI)</description>
    </item>
    <item>
      <title>anything2explainer is a Claude Code and Codex skill that turns a topic into a coded explainer video, and picked up 1,935 stars in 13 days</title>
      <link>https://reveneau.com/ainews/anything2explainer-claude-code-codex-remotion-explainer-videos-1935-stars</link>
      <guid>https://reveneau.com/ainews/anything2explainer-claude-code-codex-remotion-explainer-videos-1935-stars</guid>
      <pubDate>Mon, 21 Sep 2026 18:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>anything2explainer is a Claude Code and Codex skill by Vincent Wei that draws every frame of a narrated explainer video in Remotion code, ships with English and Chinese TTS pipelines, and reached 1,935 stars 13 days after the first commit under a PolyForm Noncommercial 1.0.0 license. (Source: GitHub)</description>
    </item>
    <item>
      <title>BrowserKitten is a Chrome extension that turns the already-logged-in browser into a web agent under an MIT license, and picked up 2,906 stars in 25 days</title>
      <link>https://reveneau.com/ainews/browserkitten-mit-chrome-extension-web-agent-byok-2906-stars</link>
      <guid>https://reveneau.com/ainews/browserkitten-mit-chrome-extension-web-agent-byok-2906-stars</guid>
      <pubDate>Mon, 21 Sep 2026 18:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>BrowserKitten is a Manifest V3 Chrome extension that lets a bring-your-own-key AI agent drive the logged-in tab, run JavaScript on the page and keep artifacts in the session, released under an MIT license and reached 2,906 stars 25 days after the first commit. (Source: GitHub)</description>
    </item>
    <item>
      <title>Visa, Mastercard, PayPal and Stripe published agentic commerce documentation with no live merchants named, and Google is the only one that names any</title>
      <link>https://reveneau.com/ainews/visa-mastercard-paypal-stripe-google-agentic-commerce-documentation-gaps-sej</link>
      <guid>https://reveneau.com/ainews/visa-mastercard-paypal-stripe-google-agentic-commerce-documentation-gaps-sej</guid>
      <pubDate>Mon, 21 Sep 2026 18:05:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Slobodan Manic read every published agentic commerce document from Visa, Mastercard, PayPal, Stripe and Google and reports that Google is the only one that names live merchants, that only Stripe publishes a version number, and that not one of the five states who is liable when an agent gets a purchase wrong. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>University of Pennsylvania and Northeastern researchers say Google's AI Mode cuts clicks to publishers, and users trust it less</title>
      <link>https://reveneau.com/ainews/university-pennsylvania-northeastern-google-ai-mode-clicks-1100-user-study</link>
      <guid>https://reveneau.com/ainews/university-pennsylvania-northeastern-google-ai-mode-clicks-1100-user-study</guid>
      <pubDate>Mon, 21 Sep 2026 17:50:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>A preregistered study of 1,100 tracked users at the University of Pennsylvania and Northeastern reports that Google's AI Mode sent fewer clicks to publishers than a plain search page, and that users assigned to AI Mode were more likely to switch to Bing, DuckDuckGo or Yahoo. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Amazon has blocked Meta's Muse from shopping on its site, and says the agent did not identify itself</title>
      <link>https://reveneau.com/ainews/amazon-blocks-meta-muse-ai-agent-shopping-identifies-itself</link>
      <guid>https://reveneau.com/ainews/amazon-blocks-meta-muse-ai-agent-shopping-identifies-itself</guid>
      <pubDate>Mon, 21 Sep 2026 17:35:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Amazon started blocking Meta's Muse AI agent from shopping on Amazon.com on Sunday and told The Verge and GeekWire the agent did not identify itself, did not ask permission, and appeared to capture customer credentials. (Source: The Verge)</description>
    </item>
    <item>
      <title>Pulse shows how much Claude Code, Codex, Cursor and 17 other AI coding subscriptions you have left, on the edge of your Mac screen</title>
      <link>https://reveneau.com/ainews/pulse-macos-floating-monitor-claude-code-codex-cursor-copilot-quotas-407-stars</link>
      <guid>https://reveneau.com/ainews/pulse-macos-floating-monitor-claude-code-codex-cursor-copilot-quotas-407-stars</guid>
      <pubDate>Mon, 21 Sep 2026 17:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Pulse is an Apple Silicon and Intel macOS menu-bar app that reads your remaining Claude Code, Codex, Cursor, GitHub Copilot and 16 other AI coding quotas from each service's own client routes and shows them as coloured rings on the screen edge. (Source: qunqin24 on GitHub)</description>
    </item>
    <item>
      <title>Z.ai open-sourced ZCode, its GLM-5.3 coding agent, under Apache-2.0, and the repository gained 5,215 stars in a day</title>
      <link>https://reveneau.com/ainews/zai-zcode-open-source-apache-2-5215-stars-24-hours-github</link>
      <guid>https://reveneau.com/ainews/zai-zcode-open-source-apache-2-5215-stars-24-hours-github</guid>
      <pubDate>Mon, 21 Sep 2026 15:45:00 +0000</pubDate>
      <category>Open source</category>
      <description>Beijing Zhipu Huazhang (Z.ai) published the full source of its ZCode coding agent to GitHub on 2026-09-20 under Apache-2.0, covering desktop, browser and terminal clients plus the agent runtime, and the repository gained 5,215 stars and 1,477 forks inside 24 hours. (Source: zai-org (GitHub))</description>
    </item>
    <item>
      <title>Google Lighthouse 13.5 adds an Agentic Resource Discovery audit, which checks whether a site publishes a machine-readable catalog for AI agents</title>
      <link>https://reveneau.com/ainews/lighthouse-13-5-agent-resource-discovery-audit-well-known-ard-json</link>
      <guid>https://reveneau.com/ainews/lighthouse-13-5-agent-resource-discovery-audit-well-known-ard-json</guid>
      <pubDate>Mon, 21 Sep 2026 15:15:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Lighthouse 13.5, released on 2026-09-18, adds an Agentic Resource Discovery audit that looks for a machine-readable catalog for AI agents at /.well-known/ai-catalog.json, and groups it with the llms.txt audit under a new &quot;agent discovery&quot; section. (Source: Google Chrome (Lighthouse))</description>
    </item>
    <item>
      <title>Cloudflare Python Workers are generally available, and now run FastAPI, Django and Flask with Hyperdrive access to Postgres and MySQL</title>
      <link>https://reveneau.com/ainews/cloudflare-python-workers-general-availability-fastapi-django-flask-hyperdrive</link>
      <guid>https://reveneau.com/ainews/cloudflare-python-workers-general-availability-fastapi-django-flask-hyperdrive</guid>
      <pubDate>Mon, 21 Sep 2026 15:00:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Cloudflare moved Python Workers to general availability on 2026-09-21, with native support for FastAPI, Django and Flask, and a TCP socket layer that lets Hyperdrive connect Workers to Postgres and MySQL from Python. (Source: Cloudflare)</description>
    </item>
    <item>
      <title>xAI's Grok Bot team published its 72-hour live-build playbooks, 69 agent roles and 40 documented failures as an MIT repo</title>
      <link>https://reveneau.com/ainews/xai-grok-bot-team-72-hour-build-playbooks-agents-md-40-antipatterns</link>
      <guid>https://reveneau.com/ainews/xai-grok-bot-team-72-hour-build-playbooks-agents-md-40-antipatterns</guid>
      <pubDate>Mon, 21 Sep 2026 03:20:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Three engineers from the xAI Grok Bot team published the AGENTS.md, role playbooks and failure log they used to build and launch a product from an empty repo in 72 hours, live on stream, as an MIT repo that any team can copy. (Source: unicodef1wn/grokbot-field-notes)</description>
    </item>
    <item>
      <title>BreezeBlue released Breeze TTS 2, a bilingual open-weight speech model that the project says reaches 40 milliseconds to first audio on an H100</title>
      <link>https://reveneau.com/ainews/breeze-tts-2-open-weight-english-chinese-40ms-first-audio-h100</link>
      <guid>https://reveneau.com/ainews/breeze-tts-2-open-weight-english-chinese-40ms-first-audio-h100</guid>
      <pubDate>Mon, 21 Sep 2026 02:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>BreezeBlue released Breeze TTS 2 on 2026-08-25, a single English and Chinese text-to-speech model the project says reaches 40 milliseconds to first audio and 0.32 real-time factor on an H100, with the inference code under Apache-2.0 and the weights under a non-commercial licence. (Source: BreezeBlue)</description>
    </item>
    <item>
      <title>Google published ax, an open agentic orchestrator with a YAML task API and 2,988 stars</title>
      <link>https://reveneau.com/ainews/google-ax-open-agentic-orchestrator-yaml-tasks-redis-2988-stars</link>
      <guid>https://reveneau.com/ainews/google-ax-open-agentic-orchestrator-yaml-tasks-redis-2988-stars</guid>
      <pubDate>Mon, 21 Sep 2026 00:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Google published ax, a Kubernetes-style orchestrator that lets a developer declare agentic tasks in YAML and run billions per cluster, with sandboxing, network fencing and suspend and resume. (Source: GitHub)</description>
    </item>
    <item>
      <title>Alibaba's Qwen team releases Qwen-Image-2.1, a 7B image model with native transparent output and up to 10 reference images</title>
      <link>https://reveneau.com/ainews/qwen-image-2-1-open-weights-transparent-rgba-10-reference-images-day-zero</link>
      <guid>https://reveneau.com/ainews/qwen-image-2-1-open-weights-transparent-rgba-10-reference-images-day-zero</guid>
      <pubDate>Sun, 20 Sep 2026 20:35:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>The Qwen team released Qwen-Image-2.1 on 20 September, a 7B-parameter open-weights image model with native transparent RGBA output, up to 10 reference images per prompt, and day-zero support in Diffusers, ComfyUI, vLLM-Omni and SGLang. (Source: QwenLM)</description>
    </item>
    <item>
      <title>OpenAI ties browsing on advertiser sites to a ChatGPT account through a cookie called __obi</title>
      <link>https://reveneau.com/ainews/openai-obi-cookie-cross-site-tracking-chatgpt-advertisers-buchodi</link>
      <guid>https://reveneau.com/ainews/openai-obi-cookie-cross-site-tracking-chatgpt-advertisers-buchodi</guid>
      <pubDate>Sun, 20 Sep 2026 20:20:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>A security researcher writing as Buchodi's Threat Intel reports that ChatGPT sets a cookie called __obi on openai.com, and OpenAI's ad-conversion pixel installed on ordinary websites sends that cookie back with the page you are on. (Source: Buchodi's Threat Intel)</description>
    </item>
    <item>
      <title>Ghuntley's underclass pools ChatGPT Codex and GitHub Copilot subscriptions behind one OpenAI-compatible endpoint</title>
      <link>https://reveneau.com/ainews/underclass-ghuntley-pool-chatgpt-codex-copilot-subscriptions-openai-proxy</link>
      <guid>https://reveneau.com/ainews/underclass-ghuntley-pool-chatgpt-codex-copilot-subscriptions-openai-proxy</guid>
      <pubDate>Sun, 20 Sep 2026 19:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Geoffrey Huntley's new MIT-licensed Rust proxy exposes a single OpenAI-compatible endpoint that fans requests across a pool of personal ChatGPT Codex and GitHub Copilot subscriptions, with sticky sessions to keep prompt caches warm. (Source: GitHub)</description>
    </item>
    <item>
      <title>Pirate Face mirrors open Hugging Face models as checksum-verified magnet links held by a peer-to-peer swarm</title>
      <link>https://reveneau.com/ainews/pirateface-hugging-face-mirror-magnet-links-checksum-verified-swarm</link>
      <guid>https://reveneau.com/ainews/pirateface-hugging-face-mirror-magnet-links-checksum-verified-swarm</guid>
      <pubDate>Sun, 20 Sep 2026 17:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Pirate Face launched a peer-to-peer mirror that turns every open Hugging Face model into a magnet link, with the official SHA-256 built into every file so downloads stay verifiable if the original is ever removed. (Source: Pirate Face)</description>
    </item>
    <item>
      <title>Concat is a free, open-source CapCut alternative in Rust that runs on-device and reached 2,987 stars in 30 days</title>
      <link>https://reveneau.com/ainews/concat-open-source-capcut-alternative-rust-2987-stars</link>
      <guid>https://reveneau.com/ainews/concat-open-source-capcut-alternative-rust-2987-stars</guid>
      <pubDate>Sun, 20 Sep 2026 16:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>Concat, an AGPL-licensed Rust video editor built as a local, on-device CapCut alternative with auto-captions and text-to-speech, reached 2,987 stars in the 26 days after its first public commit and shipped v0.2.3 yesterday. (Source: GitHub)</description>
    </item>
    <item>
      <title>geo-sleuth is a cross-agent skill that locates a phone photo to two metres from OSM data and ridge lines</title>
      <link>https://reveneau.com/ainews/geo-sleuth-agent-skill-locate-photo-two-metres-osm-skylines-189-stars</link>
      <guid>https://reveneau.com/ainews/geo-sleuth-agent-skill-locate-photo-two-metres-osm-skylines-189-stars</guid>
      <pubDate>Sun, 20 Sep 2026 15:40:00 +0000</pubDate>
      <category>Open source</category>
      <description>An MIT-licensed agent skill called geo-sleuth locates photos by matching pier spacing, shadows and skyline geometry against OpenStreetMap and elevation data, and reached 189 stars in two days across Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot. (Source: GitHub)</description>
    </item>
    <item>
      <title>CometixCode reimplements Claude Code's terminal UI in Rust, and reached 292 stars in six hours</title>
      <link>https://reveneau.com/ainews/cometixcode-rust-reimplementation-claude-code-tui-292-stars-seven-hours</link>
      <guid>https://reveneau.com/ainews/cometixcode-rust-reimplementation-claude-code-tui-292-stars-seven-hours</guid>
      <pubDate>Sun, 20 Sep 2026 15:20:00 +0000</pubDate>
      <category>Open source</category>
      <description>An unofficial Rust port of Anthropic's Claude Code terminal UI appeared on GitHub this morning under AGPL-3.0, follows the original file by file on the iocraft TUI framework, and drew 292 stars in its first six hours. (Source: GitHub)</description>
    </item>
    <item>
      <title>Alibaba open-sources Open Code Review, a code review CLI that runs deterministic checks first and calls an LLM only for the rest</title>
      <link>https://reveneau.com/ainews/alibaba-open-code-review-cli-hybrid-deterministic-llm-aacr-bench-38k-stars</link>
      <guid>https://reveneau.com/ainews/alibaba-open-code-review-cli-hybrid-deterministic-llm-aacr-bench-38k-stars</guid>
      <pubDate>Sun, 20 Sep 2026 12:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Alibaba open-sourced Open Code Review under Apache-2.0, a CLI that pairs deterministic file selection and rule matching with an LLM agent and, on the company's own AACR-Bench, uses one-ninth the tokens of a general-purpose coding agent for the same review. (Source: Alibaba)</description>
    </item>
    <item>
      <title>JetBrains adds Junie /demo, an agent that clicks through your PR and records a video</title>
      <link>https://reveneau.com/ainews/jetbrains-junie-demo-mode-pr-video-1500-prs-2100-videos</link>
      <guid>https://reveneau.com/ainews/jetbrains-junie-demo-mode-pr-video-1500-prs-2100-videos</guid>
      <pubDate>Sun, 20 Sep 2026 10:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>JetBrains added a /demo mode to its Junie CLI on September 18 that builds a project, drives its UI, and produces an HTML report with screenshots and a video for a pull request. (Source: JetBrains Blog)</description>
    </item>
    <item>
      <title>Google ships ADK for Kotlin 1.0, and Android agents can now run on-device</title>
      <link>https://reveneau.com/ainews/google-adk-kotlin-1-0-android-agents-on-device-inference</link>
      <guid>https://reveneau.com/ainews/google-adk-kotlin-1-0-android-agents-on-device-inference</guid>
      <pubDate>Sun, 20 Sep 2026 10:20:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Google released the Agent Development Kit for Kotlin 1.0 on September 9, giving Android and JVM developers a production framework that runs agents on-device or in the cloud. (Source: Google Developers Blog)</description>
    </item>
    <item>
      <title>Inco AI released Splash, a Mac-only inference engine that serves Qwen3.8-27B at 74 tokens per second on an M5 Pro</title>
      <link>https://reveneau.com/ainews/splash-apple-silicon-inference-engine-qwen-two-times-decode-282ms-first-token</link>
      <guid>https://reveneau.com/ainews/splash-apple-silicon-inference-engine-qwen-two-times-decode-282ms-first-token</guid>
      <pubDate>Sun, 20 Sep 2026 07:20:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Inco AI released Splash on 17 September, a local LLM server for Apple silicon Macs that ships two prepacked Qwen models with their own draft models and precompiled Metal kernels, and reached 355 GitHub stars in the first two days. (Source: Inco AI)</description>
    </item>
    <item>
      <title>pg-jev puts plain-language conditions inside a Postgres WHERE clause and reports the cost per row</title>
      <link>https://reveneau.com/ainews/pgjev-postgres-extension-natural-language-sql-jev-typesafe-220-stars</link>
      <guid>https://reveneau.com/ainews/pgjev-postgres-extension-natural-language-sql-jev-typesafe-220-stars</guid>
      <pubDate>Sun, 20 Sep 2026 04:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>pg-jev is an open-source PostgreSQL extension that lets a SELECT statement filter, rank or classify rows with a plain-language condition, judged by TypeSafe's Jev model with calibrated probabilities and no embeddings. (Source: GitHub)</description>
    </item>
    <item>
      <title>PlanetScale releases Lead, a slow but exact Postgres text-search extension for testing Tin-compatible SQL locally</title>
      <link>https://reveneau.com/ainews/planetscale-lead-postgres-text-search-tin-testing-extension-131-stars</link>
      <guid>https://reveneau.com/ainews/planetscale-lead-postgres-text-search-tin-testing-extension-131-stars</guid>
      <pubDate>Sun, 20 Sep 2026 04:25:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>PlanetScale released Lead, an open-source Postgres extension that runs the same TINQL search queries as Tin, so developers and CI can exercise their production SQL without a Tin cluster. (Source: GitHub)</description>
    </item>
    <item>
      <title>RepoPilot turns a GitHub Issue into a test, then lets Codex propose a fix and prove it</title>
      <link>https://reveneau.com/ainews/indada-repopilot-verification-driven-codex-sdk-152-stars</link>
      <guid>https://reveneau.com/ainews/indada-repopilot-verification-driven-codex-sdk-152-stars</guid>
      <pubDate>Sun, 20 Sep 2026 02:20:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>RepoPilot is a self-hosted agent that reads a GitHub Issue, writes a failing test with the OpenAI Codex SDK, asks Codex to repair the code, and only opens a draft pull request when the frozen test passes on the fix and still fails on the base. (Source: GitHub)</description>
    </item>
    <item>
      <title>OpenHiggsfield is a self-hosted image and video studio for 38 models, and it has 3,329 stars in 25 days</title>
      <link>https://reveneau.com/ainews/openhiggsfield-self-hosted-image-video-studio-38-models-3329-stars</link>
      <guid>https://reveneau.com/ainews/openhiggsfield-self-hosted-image-video-studio-38-models-3329-stars</guid>
      <pubDate>Sun, 20 Sep 2026 01:40:00 +0000</pubDate>
      <category>Open source</category>
      <description>OpenHiggsfield is a self-hosted Next.js studio that drives 38 image and video models from one prompt bar, positioned as a free open-source alternative to the Higgsfield AI subscription. (Source: OpenHiggsfield AI)</description>
    </item>
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