https://reveneau.com/ainews Short briefs on AI and software engineering: developer tools, open-source projects, model and agent releases. Each item links its original source. en-us https://reveneau.com/ainews/go-encoding-json-v2-10x-faster-unmarshal-breaking-changes https://reveneau.com/ainews/go-encoding-json-v2-10x-faster-unmarshal-breaking-changes Wed, 04 Nov 2026 21:30:00 +0000 Dev tools Go 1.27 adds encoding/json/v2 and encoding/json/jsontext as stable packages. The new unmarshal is up to ten times faster than the old one. (Source: The Go Blog) https://reveneau.com/ainews/ieee-spectrum-ai-exposes-40-years-technical-debt-php2shell-suiche-jana https://reveneau.com/ainews/ieee-spectrum-ai-exposes-40-years-technical-debt-php2shell-suiche-jana Wed, 04 Nov 2026 20:55:00 +0000 Infrastructure IEEE Spectrum reports named researchers saying AI turns years-old crash bugs into working exploits faster than teams can patch them. (Source: IEEE Spectrum) https://reveneau.com/ainews/moonshot-kimi-k3-1-pro-open-weights-released-huggingface-2-8t-moe https://reveneau.com/ainews/moonshot-kimi-k3-1-pro-open-weights-released-huggingface-2-8t-moe Wed, 04 Nov 2026 20:40:00 +0000 Models & agents Moonshot posted the Kimi K3.1 Pro weights on Hugging Face. The model is a 2.8 trillion parameter mixture-of-experts with 104 billion active. (Source: Moonshot) https://reveneau.com/ainews/revolut-self-hosted-glm-5-3-56-b200-coding-costs-90-percent https://reveneau.com/ainews/revolut-self-hosted-glm-5-3-56-b200-coding-costs-90-percent Wed, 04 Nov 2026 20:00:00 +0000 Productivity Revolut told the AI Engineer NYC conference it now self-hosts GLM on 56 Nvidia B200 GPUs. That is about a tenth of what it paid Anthropic and OpenAI. (Source: The Register) https://reveneau.com/ainews/render-sandboxes-indefinite-runtime-firecracker-agents https://reveneau.com/ainews/render-sandboxes-indefinite-runtime-firecracker-agents Wed, 04 Nov 2026 19:45:00 +0000 Infrastructure Render opened public beta on sandboxes that run as long as an agent needs them. Idle ones sleep for free and wake on the next command. (Source: Render) https://reveneau.com/ainews/ada-dialpad-merger-600-million-chief-ai-officer-murchison https://reveneau.com/ainews/ada-dialpad-merger-600-million-chief-ai-officer-murchison Wed, 04 Nov 2026 19:30:00 +0000 Go-to-market Toronto AI customer service firm Ada will join Dialpad in an all-share deal. The Globe and Mail reports it values Ada around 600 million US dollars. (Source: BetaKit) https://reveneau.com/ainews/debian-apt-dsa-6607-man-in-middle-code-execution-cve-109518 https://reveneau.com/ainews/debian-apt-dsa-6607-man-in-middle-code-execution-cve-109518 Wed, 04 Nov 2026 18:30:00 +0000 Infrastructure Debian patched apt against a flaw that let an attacker swap a package after verification and run code as root. (Source: Debian Security) https://reveneau.com/ainews/anthropic-claude-issued-auth-mcp-plugins-fourteen-services-beta https://reveneau.com/ainews/anthropic-claude-issued-auth-mcp-plugins-fourteen-services-beta Wed, 04 Nov 2026 18:30:00 +0000 Dev tools Anthropic now lets Claude sign the identity check for 14 MCP plugins, so employees connect without a per-service login screen. (Source: Anthropic) https://reveneau.com/ainews/uk-ai-400-billion-forecast-google-commissioned-public-first-pf-global https://reveneau.com/ainews/uk-ai-400-billion-forecast-google-commissioned-public-first-pf-global Wed, 04 Nov 2026 18:15:00 +0000 Go-to-market WIRED reports the UK government's £400bn AI benefit figure came from a Google-commissioned report. The real estimate is about one-third of that. (Source: WIRED) https://reveneau.com/ainews/google-crawled-currently-not-indexed-docs-update-no-action-needed https://reveneau.com/ainews/google-crawled-currently-not-indexed-docs-update-no-action-needed Wed, 04 Nov 2026 18:00:00 +0000 Go-to-market Google rewrote the "Crawled, currently not indexed" entry. The docs now say the message is common and often not a problem. (Source: Search Engine Roundtable) https://reveneau.com/ainews/verno-yc-launch-pid-engineering-documents-industrial-plants https://reveneau.com/ainews/verno-yc-launch-pid-engineering-documents-industrial-plants Wed, 04 Nov 2026 17:45:00 +0000 Go-to-market Verno launched on Y Combinator with an AI that edits piping diagrams for industrial plants. (Source: Y Combinator) https://reveneau.com/ainews/uber-four-rides-ai-agents-q3-2026-earnings-disintermediation https://reveneau.com/ainews/uber-four-rides-ai-agents-q3-2026-earnings-disintermediation Wed, 04 Nov 2026 17:30:00 +0000 Go-to-market Uber said four Q3 rides came from outside AI agents, and about 500 Uber Eats orders came in Halloween week. (Source: The Verge) https://reveneau.com/ainews/cloudflare-personal-agents-visibility-access-policies-top-statistics https://reveneau.com/ainews/cloudflare-personal-agents-visibility-access-policies-top-statistics Wed, 04 Nov 2026 16:00:00 +0000 Infrastructure Cloudflare now lists each personal AI agent visiting a site. The owner can set a separate rule for each one. (Source: Cloudflare) https://reveneau.com/ainews/microsoft-clarity-agentic-analytics-ask-clarity-two-million-agents https://reveneau.com/ainews/microsoft-clarity-agentic-analytics-ask-clarity-two-million-agents Wed, 04 Nov 2026 15:45:00 +0000 Productivity Microsoft Clarity adds an Agent Activity dashboard that shows which AI agents visit a site and what they do there. (Source: Microsoft Clarity) https://reveneau.com/ainews/openai-acquires-pierre-computer-code-storage-codex-github https://reveneau.com/ainews/openai-acquires-pierre-computer-code-storage-codex-github Wed, 04 Nov 2026 15:30:00 +0000 Dev tools OpenAI will buy Pierre Computer, a developer-tools startup whose Code Storage product already runs inside Codex. (Source: OpenAI) https://reveneau.com/ainews/osolmaz-switch-jev-decision-model-harness-eval-judge-430-stars https://reveneau.com/ainews/osolmaz-switch-jev-decision-model-harness-eval-judge-430-stars Wed, 04 Nov 2026 13:45:00 +0000 Productivity Switch is an open-source harness that lets a decision model like Jev navigate a task one step at a time. (Source: GitHub) https://reveneau.com/ainews/rtx-spark-laptop-linux-plugged-in-14-tokens-per-second https://reveneau.com/ainews/rtx-spark-laptop-linux-plugged-in-14-tokens-per-second Wed, 04 Nov 2026 13:30:00 +0000 Infrastructure MindStudio measured an RTX Spark laptop running native Linux at 14 tokens per second plugged in. Windows and WSL both hit 65 on the same box. (Source: MindStudio) https://reveneau.com/ainews/pydantic-ai-2-66-ten-security-advisories-web-fetch-dos-tencent-metadata https://reveneau.com/ainews/pydantic-ai-2-66-ten-security-advisories-web-fetch-dos-tencent-metadata Wed, 04 Nov 2026 12:30:00 +0000 Dev tools Pydantic AI v2.66.0 fixes 10 security advisories, two rated high, in its web-fetch tool, secret redaction and schema handling. (Source: Pydantic AI) https://reveneau.com/ainews/nikkei-us-tech-giants-hidden-ai-debt-3-2-trillion-six-months https://reveneau.com/ainews/nikkei-us-tech-giants-hidden-ai-debt-3-2-trillion-six-months Wed, 04 Nov 2026 12:00:00 +0000 Go-to-market Nikkei Asia puts off-balance-sheet AI obligations at the biggest US tech firms near $3.2 trillion. The figure almost doubled in six months. The Hacker News thread drew 364 points. (Source: Nikkei Asia) https://reveneau.com/ainews/regenerator-anthropic-q3-growth-decelerating-45-percent-blodget https://reveneau.com/ainews/regenerator-anthropic-q3-growth-decelerating-45-percent-blodget Wed, 04 Nov 2026 11:45:00 +0000 Go-to-market Henry Blodget's Substack post crunches Anthropic's own figures and finds that monthly revenue growth slowed in Q3. The post reached 227 points on Hacker News. (Source: Regenerator (Henry Blodget)) https://reveneau.com/ainews/worktrunk-git-cli-parallel-ai-agents-10759-stars-trendshift-24 https://reveneau.com/ainews/worktrunk-git-cli-parallel-ai-agents-10759-stars-trendshift-24 Wed, 04 Nov 2026 11:30:00 +0000 Dev tools Worktrunk is a small command-line tool for running several AI coding agents on one project at once. Each agent gets its own copy of the code. (Source: max-sixty (GitHub)) https://reveneau.com/ainews/openai-astra-designed-device-pcb-cad-23x-token-growth https://reveneau.com/ainews/openai-astra-designed-device-pcb-cad-23x-token-growth Wed, 04 Nov 2026 11:00:00 +0000 Dev tools OpenAI says two team members and its Astra model drew a device's enclosure, PCB and firmware in under a week. A contract manufacturer then built a small batch in under a month. (Source: OpenAI) https://reveneau.com/ainews/appllama-skills-claude-code-cursor-mobile-screens-4517-stars https://reveneau.com/ainews/appllama-skills-claude-code-cursor-mobile-screens-4517-stars Wed, 04 Nov 2026 10:00:00 +0000 Dev tools Appllama's new agent skills tell Claude Code and Cursor to build React Native screens that look like a real app. (Source: Appllama (GitHub)) https://reveneau.com/ainews/google-litert-tensor-api-cpp-on-device-ml-sam2-gemma https://reveneau.com/ainews/google-litert-tensor-api-cpp-on-device-ml-sam2-gemma Wed, 04 Nov 2026 09:45:00 +0000 Infrastructure Google's new C++ API lets developers hand-write a model's graph once. The same code then runs on CPU, GPU, NPU and WebGPU. (Source: Google Developers Blog) https://reveneau.com/ainews/apple-siri-ai-app-intents-developer-preview-ios-27-3-skills https://reveneau.com/ainews/apple-siri-ai-app-intents-developer-preview-ios-27-3-skills Wed, 04 Nov 2026 09:30:00 +0000 Dev tools Any app can now plug its own actions into Siri AI through App Intents. A new Skills API lets one request combine many actions. (Source: Apple Developer) https://reveneau.com/ainews/terminal-mac-apple-silicon-vm-computer-use-agents-711-stars https://reveneau.com/ainews/terminal-mac-apple-silicon-vm-computer-use-agents-711-stars Wed, 04 Nov 2026 08:30:00 +0000 Dev tools terminal-mac boots a separate macOS VM for an AI coding agent to use. The user's own desktop is never touched. (Source: govijr (GitHub)) https://reveneau.com/ainews/kubai-icons-claude-skill-66-icons-self-check-opus-55 https://reveneau.com/ainews/kubai-icons-claude-skill-66-icons-self-check-opus-55 Wed, 04 Nov 2026 06:40:00 +0000 Dev tools Kubai Design released Kubai Icons, a Claude skill that draws new icons in the style of 66 worked examples. It checks its own output by rendering screenshots and fixing any icon that misses the rules. (Source: Kubai Icons on GitHub) https://reveneau.com/ainews/gputaskman-shanselman-vram-breakdown-weights-kv-cache-htop-local-llm https://reveneau.com/ainews/gputaskman-shanselman-vram-breakdown-weights-kv-cache-htop-local-llm Wed, 04 Nov 2026 06:30:00 +0000 Dev tools Scott Hanselman released gputaskman, an open-source terminal tool that splits per-process VRAM into model weights, KV cache and compute buffers. It runs on Windows, Linux, WSL and Apple Silicon under MIT. (Source: gputaskman on GitHub) https://reveneau.com/ainews/semrush-gemini-mentions-citations-gap-ghost-citations-study https://reveneau.com/ainews/semrush-gemini-mentions-citations-gap-ghost-citations-study Wed, 04 Nov 2026 05:00:00 +0000 Go-to-market Semrush says Gemini mentions brands in 83.7 percent of answers but cites them in only 21.4 percent. The gap is the inverse of what ChatGPT shows. (Source: Semrush) https://reveneau.com/ainews/kairos-open-source-fraud-decisioning-sardine-sift-alternative https://reveneau.com/ainews/kairos-open-source-fraud-decisioning-sardine-sift-alternative Wed, 04 Nov 2026 04:50:00 +0000 Open source Finic AI released Kairos, an open-source fraud and risk decisioning platform under Apache 2.0. It makes approve, step-up, review or block calls on every sign-up, login and payment. (Source: Kairos on GitHub) https://reveneau.com/ainews/oracle-20-billion-stock-bonds-ai-infrastructure-buildout https://reveneau.com/ainews/oracle-20-billion-stock-bonds-ai-infrastructure-buildout Wed, 04 Nov 2026 04:40:00 +0000 Infrastructure Oracle filed to sell 10 billion dollars of stock and 10 billion dollars of bonds. The money funds its AI data centre buildout, CNBC reports. (Source: CNBC) https://reveneau.com/ainews/ben-stolovitz-how-i-use-ai-oct-2026-salesforce-research-engineer https://reveneau.com/ainews/ben-stolovitz-how-i-use-ai-oct-2026-salesforce-research-engineer Wed, 04 Nov 2026 02:50:00 +0000 Productivity Ben Stolovitz, a research engineer at Salesforce AI Research, writes up his AI use after a year. He now runs five to six Claude Code agents at once. (Source: Ben Stolovitz) https://reveneau.com/ainews/canva-first-layoffs-1271-people-22-percent-ai-rollout https://reveneau.com/ainews/canva-first-layoffs-1271-people-22-percent-ai-rollout Wed, 04 Nov 2026 02:40:00 +0000 Go-to-market Canva told 1,271 people, or 22 percent of staff, that they must change roles, move, or leave, The Information reports. (Source: The Information) https://reveneau.com/ainews/google-k12-schools-search-gemini-off-by-default-guided-learning https://reveneau.com/ainews/google-k12-schools-search-gemini-off-by-default-guided-learning Wed, 04 Nov 2026 02:30:00 +0000 Go-to-market Google will turn off Search and Gemini for K-12 student accounts. An admin has to switch each one on. (Source: Google) https://reveneau.com/ainews/cicada-macos-live-subtitles-meeting-notes-open-source-545-stars https://reveneau.com/ainews/cicada-macos-live-subtitles-meeting-notes-open-source-545-stars Wed, 04 Nov 2026 01:30:00 +0000 Dev tools Cicada is an open-source Mac app that turns any call or stream into bilingual subtitles and notes. No bot joins the meeting. (Source: GitHub) https://reveneau.com/ainews/claude-animation-skills-six-instagram-reels-three-js-hyperframes-272-stars https://reveneau.com/ainews/claude-animation-skills-six-instagram-reels-three-js-hyperframes-272-stars Wed, 04 Nov 2026 00:30:00 +0000 Dev tools Artem Novitckii's claude-animation-skills pack adds six slash commands to Claude Code. They render vertical Instagram reels on your own computer. (Source: GitHub) https://reveneau.com/ainews/anthropic-flashprove-proof-model-identity-llama-4-maverick-h100 https://reveneau.com/ainews/anthropic-flashprove-proof-model-identity-llama-4-maverick-h100 Wed, 04 Nov 2026 00:00:00 +0000 Infrastructure Anthropic released FlashProve, an open-source system that proves which model answered a request, without showing the weights. (Source: Anthropic) https://reveneau.com/ainews/ibm-palette-small-model-build-decks-design-language https://reveneau.com/ainews/ibm-palette-small-model-build-decks-design-language Tue, 03 Nov 2026 22:25:00 +0000 Productivity IBM Research taught a 20B open-weight model to make presentation decks in the IBM Design Language. The post names what worked and what it is worth. (Source: Hugging Face) https://reveneau.com/ainews/statebench-ai2-state-tracking-13-percent-long-documents https://reveneau.com/ainews/statebench-ai2-state-tracking-13-percent-long-documents Tue, 03 Nov 2026 22:15:00 +0000 Productivity AI2 built a benchmark for how well a model keeps track of facts that change across a long document. Frontier models drop to 13 percent or less. (Source: Hugging Face) https://reveneau.com/ainews/openai-chatgpt-search-20-percent-google-volume-fry https://reveneau.com/ainews/openai-chatgpt-search-20-percent-google-volume-fry Tue, 03 Nov 2026 21:25:00 +0000 Go-to-market OpenAI's Adam Fry told reporters that ChatGPT runs one-fifth the volume of search queries that Google does. He gave no absolute number. (Source: The Verge) https://reveneau.com/ainews/creandum-fund-viii-750-million-lovable-black-forest-labs-ai https://reveneau.com/ainews/creandum-fund-viii-750-million-lovable-black-forest-labs-ai Tue, 03 Nov 2026 21:20:00 +0000 Go-to-market Creandum, the Stockholm VC behind Lovable, Black Forest Labs and Spotify, has closed Creandum VIII at 750 million dollars. It will back about 30 pre-seed and Series A startups. (Source: Tech.eu) https://reveneau.com/ainews/floci-aws-local-emulator-alternative-localstack-28k-stars-trending https://reveneau.com/ainews/floci-aws-local-emulator-alternative-localstack-28k-stars-trending Tue, 03 Nov 2026 20:55:00 +0000 Dev tools Floci is a free, open-source AWS emulator for local dev, test and CI. It is a drop-in replacement for LocalStack. The repo has 28,600 stars and ranks 15th on Trendshift today. (Source: GitHub) https://reveneau.com/ainews/fal-series-f-1-3-billion-bessemer-16-billion-valuation-inference https://reveneau.com/ainews/fal-series-f-1-3-billion-bessemer-16-billion-valuation-inference Tue, 03 Nov 2026 20:45:00 +0000 Go-to-market Fal raised 1.3 billion dollars at a 16 billion dollar valuation. The round is led by Bessemer with NVIDIA, Sound Ventures and T. Rowe Price joining. (Source: TechCrunch) https://reveneau.com/ainews/linkedin-swapped-openai-models-hiring-assistant-flat-costs https://reveneau.com/ainews/linkedin-swapped-openai-models-hiring-assistant-flat-costs Tue, 03 Nov 2026 20:35:00 +0000 Productivity The Information reports that LinkedIn flattened its AI Hiring Assistant's cost by swapping out some OpenAI models. Use of the tool rose over the year. (Source: The Information) https://reveneau.com/ainews/claude-code-opus-5-5-refusals-game-recreate-reverse-engineering-developers https://reveneau.com/ainews/claude-code-opus-5-5-refusals-game-recreate-reverse-engineering-developers Tue, 03 Nov 2026 20:25:00 +0000 Dev tools 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) https://reveneau.com/ainews/goldman-sachs-restricts-claude-code-bankers-replit-advisory-cloud-agents https://reveneau.com/ainews/goldman-sachs-restricts-claude-code-bankers-replit-advisory-cloud-agents Tue, 03 Nov 2026 20:15:00 +0000 Go-to-market 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) https://reveneau.com/ainews/sutrix-yc-launch-healthcare-ehr-data-prep-80-percent https://reveneau.com/ainews/sutrix-yc-launch-healthcare-ehr-data-prep-80-percent Tue, 03 Nov 2026 19:40:00 +0000 Productivity 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) https://reveneau.com/ainews/navier-ai-prism-hardware-engineering-cad-simulation-agents-yc-launch https://reveneau.com/ainews/navier-ai-prism-hardware-engineering-cad-simulation-agents-yc-launch Tue, 03 Nov 2026 19:35:00 +0000 Dev tools Navier launched Prism, a desktop app where agents run CAD, physics simulations and reports for hardware engineers. (Source: Y Combinator) https://reveneau.com/ainews/anthropic-message-threads-claude-code-35-percent-ttft-drop https://reveneau.com/ainews/anthropic-message-threads-claude-code-35-percent-ttft-drop Tue, 03 Nov 2026 19:30:00 +0000 Dev tools Anthropic's new message threads feature cuts the wait before Claude starts replying by about 35 percent on long sessions. (Source: Anthropic) https://reveneau.com/ainews/nvidia-auto-ontology-apache-rag-grounding-2393-stars https://reveneau.com/ainews/nvidia-auto-ontology-apache-rag-grounding-2393-stars Tue, 03 Nov 2026 18:50:00 +0000 Dev tools Nvidia open-sourced auto-ontology. The Python framework builds a semantic map of company data so an agent can answer in SQL. (Source: GitHub)