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  <channel>
    <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>Claude Code is refusing paid work after Anthropic tightened its prompt</title>
      <link>https://reveneau.com/ainews/claude-code-opus-5-5-refusals-game-recreate-reverse-engineering-developers</link>
      <guid>https://reveneau.com/ainews/claude-code-opus-5-5-refusals-game-recreate-reverse-engineering-developers</guid>
      <pubDate>Tue, 03 Nov 2026 20:25:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Anthropic added two sentences to Claude Code's prompt on Opus 5.5 to stop it recreating games. Developers say it now refuses other work too. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Goldman restricts Claude Code for bankers, Replit urges cloud agents</title>
      <link>https://reveneau.com/ainews/goldman-sachs-restricts-claude-code-bankers-replit-advisory-cloud-agents</link>
      <guid>https://reveneau.com/ainews/goldman-sachs-restricts-claude-code-bankers-replit-advisory-cloud-agents</guid>
      <pubDate>Tue, 03 Nov 2026 20:15:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Goldman Sachs has restricted Claude Code and GitHub coding tools for bankers and traders, Bloomberg reports. Replit says the fix is to move agents off laptops. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Sutrix launches on YC, says it cuts healthcare data prep by 80 percent</title>
      <link>https://reveneau.com/ainews/sutrix-yc-launch-healthcare-ehr-data-prep-80-percent</link>
      <guid>https://reveneau.com/ainews/sutrix-yc-launch-healthcare-ehr-data-prep-80-percent</guid>
      <pubDate>Tue, 03 Nov 2026 19:40:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Sutrix launched on YC. The company says its AI has cut data prep time by 80 percent across 10 or more research institutions. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Navier launches Prism, an AI agent for CAD and physics simulations</title>
      <link>https://reveneau.com/ainews/navier-ai-prism-hardware-engineering-cad-simulation-agents-yc-launch</link>
      <guid>https://reveneau.com/ainews/navier-ai-prism-hardware-engineering-cad-simulation-agents-yc-launch</guid>
      <pubDate>Tue, 03 Nov 2026 19:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Navier launched Prism, a desktop app where agents run CAD, physics simulations and reports for hardware engineers. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Anthropic cuts Claude's time to first token by 35 percent for long sessions</title>
      <link>https://reveneau.com/ainews/anthropic-message-threads-claude-code-35-percent-ttft-drop</link>
      <guid>https://reveneau.com/ainews/anthropic-message-threads-claude-code-35-percent-ttft-drop</guid>
      <pubDate>Tue, 03 Nov 2026 19:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Anthropic's new message threads feature cuts the wait before Claude starts replying by about 35 percent on long sessions. (Source: Anthropic)</description>
    </item>
    <item>
      <title>Nvidia released auto-ontology, a semantic grounding layer for RAG agents</title>
      <link>https://reveneau.com/ainews/nvidia-auto-ontology-apache-rag-grounding-2393-stars</link>
      <guid>https://reveneau.com/ainews/nvidia-auto-ontology-apache-rag-grounding-2393-stars</guid>
      <pubDate>Tue, 03 Nov 2026 18:50:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Nvidia open-sourced auto-ontology. The Python framework builds a semantic map of company data so an agent can answer in SQL. (Source: GitHub)</description>
    </item>
    <item>
      <title>OpenHack launched on YC with an AI scanner, named four customer bugs</title>
      <link>https://reveneau.com/ainews/openhack-yc-launch-ai-security-scanner-papermark-s3-advisory</link>
      <guid>https://reveneau.com/ainews/openhack-yc-launch-ai-security-scanner-papermark-s3-advisory</guid>
      <pubDate>Tue, 03 Nov 2026 18:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>OpenHack launched on Y Combinator with an AI scanner for application security. It names four customer vulnerabilities it found. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Simon Willison's laptop model reads weights to name a game</title>
      <link>https://reveneau.com/ainews/simon-willison-qwen-3-8-27b-laptop-read-model-weights-game</link>
      <guid>https://reveneau.com/ainews/simon-willison-qwen-3-8-27b-laptop-read-model-weights-game</guid>
      <pubDate>Tue, 03 Nov 2026 18:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Simon Willison ran Qwen 3.8 27B on his laptop. The model named three of four games from a trained network's weights alone. (Source: Simon Willison)</description>
    </item>
    <item>
      <title>Postman desktop auto-installs plugins into Claude Code and Codex settings</title>
      <link>https://reveneau.com/ainews/postman-desktop-auto-installs-codex-claude-plugins-mcp-settings</link>
      <guid>https://reveneau.com/ainews/postman-desktop-auto-installs-codex-claude-plugins-mcp-settings</guid>
      <pubDate>Tue, 03 Nov 2026 18:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Postman 12.33.4 silently added Claude Code and Codex plugins. It also edited both tools' settings files to point at Postman's own MCP server. (Source: GitHub)</description>
    </item>
    <item>
      <title>Pydantic AI 2.65 falls over to a backup model on a refusal</title>
      <link>https://reveneau.com/ainews/pydantic-ai-2-65-conversation-store-model-fallback-refusals</link>
      <guid>https://reveneau.com/ainews/pydantic-ai-2-65-conversation-store-model-fallback-refusals</guid>
      <pubDate>Tue, 03 Nov 2026 18:10:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Pydantic AI 2.65 treats a model refusal as a reason to try the next model. It also adds a ConversationStore for durable chats. (Source: Pydantic)</description>
    </item>
    <item>
      <title>Uber built an MCP Gateway over 800 servers and 5,000 agent tools</title>
      <link>https://reveneau.com/ainews/uber-mcp-gateway-800-servers-5000-tools-ai-agents</link>
      <guid>https://reveneau.com/ainews/uber-mcp-gateway-800-servers-5000-tools-ai-agents</guid>
      <pubDate>Tue, 03 Nov 2026 17:50:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Uber built an MCP Gateway that lets AI agents reach 800 internal servers and 5,000 tools. It separates a registry from the runtime proxy. (Source: Uber Engineering)</description>
    </item>
    <item>
      <title>Ahrefs counts how often ChatGPT cites each OpenAI publisher partner</title>
      <link>https://reveneau.com/ainews/ahrefs-chatgpt-publisher-partner-citation-share-vogue-tom-guide</link>
      <guid>https://reveneau.com/ainews/ahrefs-chatgpt-publisher-partner-citation-share-vogue-tom-guide</guid>
      <pubDate>Tue, 03 Nov 2026 17:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Ahrefs counted how often ChatGPT cites each OpenAI publisher partner. Ten of the partner sites sit in the 50 most cited. (Source: Ahrefs)</description>
    </item>
    <item>
      <title>Heimstaden says ChatGPT cut Dutch staged property images 99 percent</title>
      <link>https://reveneau.com/ainews/heimstaden-openai-chatgpt-codex-99-percent-image-cost-cut</link>
      <guid>https://reveneau.com/ainews/heimstaden-openai-chatgpt-codex-99-percent-image-cost-cut</guid>
      <pubDate>Tue, 03 Nov 2026 14:15:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>OpenAI says Heimstaden cut the cost of a staged Dutch rental image from about €50 to under €0.10. One environmental study that was quoted at five people for a year took two people two months. (Source: OpenAI)</description>
    </item>
    <item>
      <title>Reddit mentions beat news for AI visibility, Ahrefs found at 260M prompts</title>
      <link>https://reveneau.com/ainews/ahrefs-260m-prompts-reddit-0-75-ai-visibility-correlation</link>
      <guid>https://reveneau.com/ainews/ahrefs-260m-prompts-reddit-0-75-ai-visibility-correlation</guid>
      <pubDate>Tue, 03 Nov 2026 14:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Ahrefs scored seven kinds of brand mention against AI visibility across 260 million prompts. Reddit led at 0.75. News articles came in sixth at 0.67, lower than ordinary web mentions. (Source: Ahrefs)</description>
    </item>
    <item>
      <title>Ahrefs compared 10 Clearscope alternatives on price, API and MCP</title>
      <link>https://reveneau.com/ainews/ahrefs-clearscope-alternatives-api-mcp-price-ryan-law</link>
      <guid>https://reveneau.com/ainews/ahrefs-clearscope-alternatives-api-mcp-price-ryan-law</guid>
      <pubDate>Tue, 03 Nov 2026 13:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Ahrefs compared Clearscope with ten rival content tools. The score points to price, API access and MCP support. Clearscope is the most expensive and offers neither API nor MCP. (Source: Ahrefs)</description>
    </item>
    <item>
      <title>Meituan released LongCat-2.5, a 1.6T-parameter multimodal coding model</title>
      <link>https://reveneau.com/ainews/meituan-longcat-2-5-1-6t-parameter-multimodal-coding-model</link>
      <guid>https://reveneau.com/ainews/meituan-longcat-2-5-1-6t-parameter-multimodal-coding-model</guid>
      <pubDate>Tue, 03 Nov 2026 13:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Meituan released LongCat-2.5. The model has 1.6T total parameters, 48B active, and a 1 million token context. Training ran end to end on Chinese chips. (Source: LongCat AI)</description>
    </item>
    <item>
      <title>Ubuntu is 18 days behind Debian on a critical kernel RCE</title>
      <link>https://reveneau.com/ainews/ubuntu-cve-2026-98432-patch-18-days-late-tcp-kernel-rce</link>
      <guid>https://reveneau.com/ainews/ubuntu-cve-2026-98432-patch-18-days-late-tcp-kernel-rce</guid>
      <pubDate>Tue, 03 Nov 2026 13:15:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>A critical Linux kernel bug lets remote attackers run code as root. Debian, SUSE, Oracle Linux and Red Hat all released patches. Ubuntu has not. (Source: chalmovsky.com)</description>
    </item>
    <item>
      <title>OpenAI raised its security bug bounty cap to $172,000</title>
      <link>https://reveneau.com/ainews/openai-bug-bounty-raised-172000-cathedral-security-sprint</link>
      <guid>https://reveneau.com/ainews/openai-bug-bounty-raised-172000-cathedral-security-sprint</guid>
      <pubDate>Tue, 03 Nov 2026 13:00:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>OpenAI raised bug bounty rewards. Critical findings in ChatGPT, Codex and the API Platform now pay up to $30,000. Exceptional reports can reach $172,000 with bonuses. (Source: OpenAI)</description>
    </item>
    <item>
      <title>Yvonne Bajela closes $17M Evertrue Fund I to back UK AI startups</title>
      <link>https://reveneau.com/ainews/evertrue-fund-i-17m-yvonne-bajela-uk-ai-fintech-first-time-manager</link>
      <guid>https://reveneau.com/ainews/evertrue-fund-i-17m-yvonne-bajela-uk-ai-fintech-first-time-manager</guid>
      <pubDate>Tue, 03 Nov 2026 11:40:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Yvonne Bajela closed Evertrue Fund I at $17 million. The fund will back at least 20 early-stage AI and fintech startups in the UK and Europe. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>OpenAI merges ChatGPT's Chat and Work tabs, pools tokens with Codex</title>
      <link>https://reveneau.com/ainews/openai-chatgpt-chat-work-tabs-merge-codex-shared-token-pool</link>
      <guid>https://reveneau.com/ainews/openai-chatgpt-chat-work-tabs-merge-codex-shared-token-pool</guid>
      <pubDate>Tue, 03 Nov 2026 11:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>OpenAI is merging the Chat and Work tabs inside the ChatGPT app. Codex and ChatGPT will share one token allowance after the switch. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>Anthropic blocks Claude Code from cloning specific video games</title>
      <link>https://reveneau.com/ainews/anthropic-claude-code-system-prompt-game-recreation-opus-5-5</link>
      <guid>https://reveneau.com/ainews/anthropic-claude-code-system-prompt-game-recreation-opus-5-5</guid>
      <pubDate>Tue, 03 Nov 2026 11:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Anthropic added two sentences to Claude Code's prompt on Opus 5.5. The tool now refuses to rebuild specific existing games. (Source: The Verge)</description>
    </item>
    <item>
      <title>Hugging Face releases Transformers MIC, a shrunk-model test</title>
      <link>https://reveneau.com/ainews/huggingface-transformers-mic-model-integration-contracts-umt5-13-4-seconds</link>
      <guid>https://reveneau.com/ainews/huggingface-transformers-mic-model-integration-contracts-umt5-13-4-seconds</guid>
      <pubDate>Tue, 03 Nov 2026 10:40:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Hugging Face released Transformers MIC. It packs a shrunk model, a runnable example and reviewed outputs into one test. A UMT5 fixture caught a two-month bug in 13.4 seconds on CPU. (Source: Hugging Face)</description>
    </item>
    <item>
      <title>Google's Mueller says technical SEO still rules AI search</title>
      <link>https://reveneau.com/ainews/mueller-technical-seo-ai-search-interview-iwanow-listicles-slop</link>
      <guid>https://reveneau.com/ainews/mueller-technical-seo-ai-search-interview-iwanow-listicles-slop</guid>
      <pubDate>Tue, 03 Nov 2026 10:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google's John Mueller told David Iwanow that AI search is built on classic SEO. He said technical SEO stays key, and short-term tricks like listicle farms will stop working. (Source: Search Engine Journal)</description>
    </item>
    <item>
      <title>Scenario open-sources 80 agent skills for images, video and 3D content</title>
      <link>https://reveneau.com/ainews/scenario-labs-skills-80-agent-skills-images-video-3d-mcp</link>
      <guid>https://reveneau.com/ainews/scenario-labs-skills-80-agent-skills-images-video-3d-mcp</guid>
      <pubDate>Tue, 03 Nov 2026 09:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Scenario released 80 MIT-licensed Agent Skills on GitHub. The skills teach Claude Code, Cursor, Codex and Copilot to make images, video, audio and 3D through its MCP server. (Source: GitHub)</description>
    </item>
    <item>
      <title>Jinko launched on YC with a travel booking API for AI agents</title>
      <link>https://reveneau.com/ainews/jinko-yc-launch-travel-booking-api-ai-agents-airline-blocks</link>
      <guid>https://reveneau.com/ainews/jinko-yc-launch-travel-booking-api-ai-agents-airline-blocks</guid>
      <pubDate>Tue, 03 Nov 2026 09:00:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Jinko, a YC Fall 2026 company, launched a travel search and booking API that AI agents can call directly. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Click launched on YC with a managed API for AI agents</title>
      <link>https://reveneau.com/ainews/click-yc-launch-managed-agents-api-any-model-sandbox</link>
      <guid>https://reveneau.com/ainews/click-yc-launch-managed-agents-api-any-model-sandbox</guid>
      <pubDate>Tue, 03 Nov 2026 08:45:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Click, a YC Summer 2026 company, launched an API that runs AI agents with any model you bring. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Routant launched on YC to control which apps an AI agent reaches</title>
      <link>https://reveneau.com/ainews/routant-yc-launch-selective-ai-agent-access-mcp-approvals</link>
      <guid>https://reveneau.com/ainews/routant-yc-launch-selective-ai-agent-access-mcp-approvals</guid>
      <pubDate>Tue, 03 Nov 2026 08:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>Routant launched on Y Combinator with a middle layer that chooses which apps an AI agent can reach. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Claude Animated Shorts is a free skill for viral story videos</title>
      <link>https://reveneau.com/ainews/claude-animated-shorts-mromidev-remotion-three-js-797-stars</link>
      <guid>https://reveneau.com/ainews/claude-animated-shorts-mromidev-remotion-three-js-797-stars</guid>
      <pubDate>Tue, 03 Nov 2026 07:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>A free Claude Code skill that turns a story into a 55 second vertical cartoon video, rendered locally with Remotion. (Source: GitHub)</description>
    </item>
    <item>
      <title>Workers IO launches at YC with simulation to verify AI-written code</title>
      <link>https://reveneau.com/ainews/workers-io-yc-launch-deterministic-simulation-ai-code-verification</link>
      <guid>https://reveneau.com/ainews/workers-io-yc-launch-deterministic-simulation-ai-code-verification</guid>
      <pubDate>Tue, 03 Nov 2026 04:55:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Workers IO launched at YC with a tool that runs a whole system under millions of simulated production scenarios. The pitch is to verify AI-written code before release. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Rerun is an open-source team of AI coworkers you host yourself</title>
      <link>https://reveneau.com/ainews/rerun-ai-coworkers-self-hosted-279-stars-trendshift-10</link>
      <guid>https://reveneau.com/ainews/rerun-ai-coworkers-self-hosted-279-stars-trendshift-10</guid>
      <pubDate>Tue, 03 Nov 2026 04:50:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Rerun is a self-hosted team of AI coworkers for Gmail, Slack, Notion and Stripe. Each one stops to ask before any sensitive step. (Source: GitHub)</description>
    </item>
    <item>
      <title>Warpdrive is an open-source Pipedrive you host yourself</title>
      <link>https://reveneau.com/ainews/warpdrive-open-source-pipedrive-alternative-self-hosted-crm</link>
      <guid>https://reveneau.com/ainews/warpdrive-open-source-pipedrive-alternative-self-hosted-crm</guid>
      <pubDate>Tue, 03 Nov 2026 04:45:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Warpdrive is a self-hosted Pipedrive alternative with a Kanban pipeline, deal workspace, contacts and two-way Gmail. The code is MIT and the data stays on the team's own box. (Source: GitHub)</description>
    </item>
    <item>
      <title>Looseleaf is a hand-drawn shadcn/ui that works as a drop-in</title>
      <link>https://reveneau.com/ainews/looseleaf-shadcn-ui-hand-drawn-registry-144-stars</link>
      <guid>https://reveneau.com/ainews/looseleaf-shadcn-ui-hand-drawn-registry-144-stars</guid>
      <pubDate>Tue, 03 Nov 2026 04:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Looseleaf is a React component library where every button looks drawn on paper. It is a shadcn registry, so it drops into a shadcn app without changing the JSX. (Source: GitHub)</description>
    </item>
    <item>
      <title>Garry Tan says he spends up to $200,000 a year on tokens</title>
      <link>https://reveneau.com/ainews/garry-tan-y-combinator-200k-year-tokens-stray-light-gstack</link>
      <guid>https://reveneau.com/ainews/garry-tan-y-combinator-200k-year-tokens-stray-light-gstack</guid>
      <pubDate>Tue, 03 Nov 2026 03:45:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Garry Tan told Walter Isaacson's podcast he spends $100,000 to $200,000 a year on AI tokens. The agent reads his email, Dropbox and 20 years of Apple Notes. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>50 AI agents in Minecraft froze into paperwork after one bad night</title>
      <link>https://reveneau.com/ainews/yc-software-olam-labs-minecraft-50-agents-civ50-bureaucracy-coding-parallel</link>
      <guid>https://reveneau.com/ainews/yc-software-olam-labs-minecraft-50-agents-civ50-bureaucracy-coding-parallel</guid>
      <pubDate>Tue, 03 Nov 2026 03:30:00 +0000</pubDate>
      <category>Productivity</category>
      <description>YC Software and Olam Labs ran 50 GPT-6.1 Sol agents in Minecraft for three hours. The agents froze into paperwork after one bad night. (Source: YC Software)</description>
    </item>
    <item>
      <title>Simon Willison releases llm 0.37 with a cheaper default and endpoint command</title>
      <link>https://reveneau.com/ainews/simon-willison-llm-0-37-release-cheaper-default-openai-endpoint-add</link>
      <guid>https://reveneau.com/ainews/simon-willison-llm-0-37-release-cheaper-default-openai-endpoint-add</guid>
      <pubDate>Tue, 03 Nov 2026 02:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Simon Willison released llm 0.37. The default is now gpt-6-luna, half the price of the old one, and a new command registers OpenAI-compatible endpoints. (Source: Simon Willison)</description>
    </item>
    <item>
      <title>Salesforce agrees to buy contact center AI maker Cresta for 2.7 billion</title>
      <link>https://reveneau.com/ainews/salesforce-cresta-acquisition-2-7-billion-contact-center-automation</link>
      <guid>https://reveneau.com/ainews/salesforce-cresta-acquisition-2-7-billion-contact-center-automation</guid>
      <pubDate>Tue, 03 Nov 2026 02:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>The Information reports Salesforce agreed to pay 2.7 billion dollars for AI contact center firm Cresta. (Source: The Information)</description>
    </item>
    <item>
      <title>Anthropic says its own models may soon count as recursive self-improvement</title>
      <link>https://reveneau.com/ainews/anthropic-s1-recursive-self-improvement-risk-factor-dramatically-accelerated-progress</link>
      <guid>https://reveneau.com/ainews/anthropic-s1-recursive-self-improvement-risk-factor-dramatically-accelerated-progress</guid>
      <pubDate>Tue, 03 Nov 2026 01:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Anthropic's amended S-1A says a future model may soon meet its own definition of dramatically accelerated progress attributable to AI. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>OpenAI replaced its Git server to keep up with its own agents</title>
      <link>https://reveneau.com/ainews/openai-pando-git-backend-monorepo-5x-faster-push-10-weeks</link>
      <guid>https://reveneau.com/ainews/openai-pando-git-backend-monorepo-5x-faster-push-10-weeks</guid>
      <pubDate>Tue, 03 Nov 2026 00:45:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>OpenAI built a new Git backend called Pando because its agents pushed commits faster than Git could serve them. (Source: The New Stack)</description>
    </item>
    <item>
      <title>Trajectory raises 45 million Series A to let non-engineers retrain AI models</title>
      <link>https://reveneau.com/ainews/trajectory-45m-series-a-sequoia-ai-post-training-non-technical-experts</link>
      <guid>https://reveneau.com/ainews/trajectory-45m-series-a-sequoia-ai-post-training-non-technical-experts</guid>
      <pubDate>Tue, 03 Nov 2026 00:30:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Trajectory raised 45 million dollars in a Sequoia-led Series A to let non-engineers retrain AI models. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>Legora builds legal AI agents and never reads a single trace</title>
      <link>https://reveneau.com/ainews/legora-cto-ai-legal-agents-no-trace-access-evals-1-million-cell-tabular-review</link>
      <guid>https://reveneau.com/ainews/legora-cto-ai-legal-agents-no-trace-access-evals-1-million-cell-tabular-review</guid>
      <pubDate>Mon, 02 Nov 2026 23:45:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Legora's CTO Jacob Lauritzen said his team cannot read a single trace of what the agent does for a lawyer. The evals were built around that limit. (Source: Latent Space)</description>
    </item>
    <item>
      <title>Letter Company launched Letterpress-1, a coding agent for growth engineering</title>
      <link>https://reveneau.com/ainews/letter-company-letterpress-1-yc-launch-growth-engineering-coding-agent</link>
      <guid>https://reveneau.com/ainews/letter-company-letterpress-1-yc-launch-growth-engineering-coding-agent</guid>
      <pubDate>Mon, 02 Nov 2026 23:35:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>The Letter Company launched Letterpress-1, a coding agent for the people who run landing pages, SEO changes and A/B tests. (Source: Y Combinator)</description>
    </item>
    <item>
      <title>Poisoning 0.1 percent of pretraining data plants a backdoor in an agent</title>
      <link>https://reveneau.com/ainews/agentic-backdoors-pretraining-poisoning-qwen3-92-percent-asr</link>
      <guid>https://reveneau.com/ainews/agentic-backdoors-pretraining-poisoning-qwen3-92-percent-asr</guid>
      <pubDate>Mon, 02 Nov 2026 23:30:00 +0000</pubDate>
      <category>Infrastructure</category>
      <description>A new paper plants a code-run backdoor in a CLI agent by poisoning 0.1 percent of its pretraining data. (Source: arXiv)</description>
    </item>
    <item>
      <title>Anthropic says its internal Claude use, at list price, exceeds staff pay</title>
      <link>https://reveneau.com/ainews/anthropic-internal-claude-use-exceeds-employee-pay-250x-september</link>
      <guid>https://reveneau.com/ainews/anthropic-internal-claude-use-exceeds-employee-pay-250x-september</guid>
      <pubDate>Mon, 02 Nov 2026 23:00:00 +0000</pubDate>
      <category>Productivity</category>
      <description>Anthropic's IPO filing says its own Claude use, priced at retail, passed its staff pay in April. (Source: Business Insider)</description>
    </item>
    <item>
      <title>An architect tests 13 models and says Opus 5.5 drew permit-ready plans</title>
      <link>https://reveneau.com/ainews/gallagher-opus-5-5-permit-level-architectural-drawings-13-models-test</link>
      <guid>https://reveneau.com/ainews/gallagher-opus-5-5-permit-level-architectural-drawings-13-models-test</guid>
      <pubDate>Mon, 02 Nov 2026 22:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>An architect ran 13 AI models on a drafting job for a simple house. He says only one, Anthropic's Claude Opus 5.5, produced a set good enough for a building permit. (Source: Stephen J Gallagher)</description>
    </item>
    <item>
      <title>MIT paper says an LLM can read and rewrite neural network weights</title>
      <link>https://reveneau.com/ainews/mit-csail-weight-space-programming-astra-qwen-math-500-7-9-to-48-1</link>
      <guid>https://reveneau.com/ainews/mit-csail-weight-space-programming-astra-qwen-math-500-7-9-to-48-1</guid>
      <pubDate>Mon, 02 Nov 2026 21:30:00 +0000</pubDate>
      <category>Models &amp; agents</category>
      <description>Four MIT CSAIL researchers say a frontier model can read raw neural network weights and edit them. One edit raises Qwen3.5-0.8B on MATH-500 from 7.9 percent to 48.1 percent. (Source: Rikiya Takehi)</description>
    </item>
    <item>
      <title>Google moves AI Overviews for brand searches to the right column</title>
      <link>https://reveneau.com/ainews/google-ai-overviews-brand-searches-right-column-knowledge-panel</link>
      <guid>https://reveneau.com/ainews/google-ai-overviews-brand-searches-right-column-knowledge-panel</guid>
      <pubDate>Mon, 02 Nov 2026 21:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Google has moved AI Overviews for many brand searches to the right-hand column. The spot used to hold the Knowledge Panel. (Source: Search Engine Roundtable)</description>
    </item>
    <item>
      <title>Cognition adds hierarchical budgets to Devin for enterprise AI spend</title>
      <link>https://reveneau.com/ainews/cognition-devin-hierarchical-budgets-acu-pools-efficiency-score</link>
      <guid>https://reveneau.com/ainews/cognition-devin-hierarchical-budgets-acu-pools-efficiency-score</guid>
      <pubDate>Mon, 02 Nov 2026 20:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Cognition added hierarchical budgets to Devin. An admin sets one account limit. Group and project budgets sit under it. (Source: Cognition)</description>
    </item>
    <item>
      <title>Canva Brush edits a design by writing code to adjust each element</title>
      <link>https://reveneau.com/ainews/canva-brush-vlm-code-edits-canva-pro-69-percent-46-percent</link>
      <guid>https://reveneau.com/ainews/canva-brush-vlm-code-edits-canva-pro-69-percent-46-percent</guid>
      <pubDate>Mon, 02 Nov 2026 20:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>Canva Brush is a model that edits a design by writing and running code to adjust each element in place. (Source: Canva)</description>
    </item>
    <item>
      <title>Omen AI buys Aquatic Labs for 16 million dollars</title>
      <link>https://reveneau.com/ainews/omen-ai-buys-aquatic-labs-16-million-data-center-cooling-sensors</link>
      <guid>https://reveneau.com/ainews/omen-ai-buys-aquatic-labs-16-million-data-center-cooling-sensors</guid>
      <pubDate>Mon, 02 Nov 2026 19:00:00 +0000</pubDate>
      <category>Go-to-market</category>
      <description>Omen AI bought Aquatic Labs for 16 million dollars in cash and stock. One combined sensor will read both cooling fluid flow and water chemistry. (Source: TechCrunch)</description>
    </item>
    <item>
      <title>GitHub Actions blocks pull_request_target by default on 2 December</title>
      <link>https://reveneau.com/ainews/github-actions-pull-request-target-blocked-december-2-public-repos</link>
      <guid>https://reveneau.com/ainews/github-actions-pull-request-target-blocked-december-2-public-repos</guid>
      <pubDate>Mon, 02 Nov 2026 18:30:00 +0000</pubDate>
      <category>Dev tools</category>
      <description>GitHub Actions will block the pull_request_target event by default in all public repositories from 2 December. (Source: GitHub)</description>
    </item>
  </channel>
</rss>
