Zendesk lets businesses choose AI agents, shifts to outcome-based pricing
At its AI Summit, Zendesk unveiled new ways for AI agents to access its platform and rebranded around outcome-based pricing beyond resolution.
At its AI Summit, Zendesk unveiled new ways for AI agents to access its platform and rebranded around outcome-based pricing beyond resolution.
Why it matters: Extends ChatGPT from ads into brand-verified surfaces and agentic commerce.
ChatGPT introduced verified brand pages and business agents, giving marketers new ways to appear and transact inside the chatbot.
Why it matters: A major Chinese platform's entry intensifies competition in full-song AI generation.
Alibaba launched a music-generation model that creates complete songs end to end, joining the 'Happy' series of models and entering the AI music arena alongside Suno and Udio.
Why it matters: Puts Anthropic's assistant directly inside meetings, a core enterprise surface.
Claude Meetings adds Claude to video calls as a visible participant that drafts plans, builds timelines on whiteboards, answers chat questions and pulls data from work apps, then produces notes and action items.
Why it matters: Voice AI leader pushing into regulated medical transcription expands speech market.
ElevenLabs launched a medical transcription tool and expanded its AI models and capabilities, targeting clinical documentation with its speech technology.
Xiaohongshu (RedNote) is testing a standalone app called Dada that lets users turn their expertise into AI agents others can use, covering tasks like design, job hunting and studying.
Frammer AI launched a live sports platform that turns match footage into social media clips in under 30 seconds, with Astro Malaysia as its first customer.
Acer launched a classroom-of-the-future platform at IT Month and EdTech Taiwan, spanning AI teaching assistants, AI agents and a smart-campus management platform.
Dooradrishti profiles accused persons and links suspects to criminal networks, but questions remain about its data sources, accuracy and safeguards.
Seedance 2.5 Flash is a video generation model that roughly doubles speed and lowers cost per second versus Seedance 2.5, but is capped below 1080p resolution. Comparisons put it against Kling 4.0 Flash on cheap tiers.
Why it matters: Pay-per-query agent payments could become a standard way agents buy data.
Brave's Search API now accepts agentic payments through the x402 protocol, letting AI agents buy search at $0.005 per query without an API key.
Why it matters: A major brokerage adopting agentic MCP servers signals agent access to financial accounts.
Charles Schwab surprised analysts with fast launch of its own MCP servers, moving from read-only to agentic AI that can complete tasks. RIAs are excluded for now; Anthropic's exclusive LLM role may end.
Why it matters: Europe's leaders convene to set a coordinated AI policy direction.
EU leaders seek to tackle AI challenges at their first-ever AI summit, joined by Mistral CEO and Geoffrey Hinton; Mistral targets cyber defence and sovereign AI with ML4.
Gaxos.ai (NASDAQ:GXAI) rose 4% as its ArtGen unit introduced a new AI video model, according to Kalkine.
iProov rolled out a human verification layer for AI agent gateways, aimed at confirming a real person is behind an AI agent's actions, with its first integrations.
OCBC launched Velocity Smart Assist on its Velocity business banking platform, letting business customers complete account maintenance requests digitally in minutes.
Why it matters: A record-scale tie-up would reshape one of AI's biggest corporate players.
SpaceX and Tesla are advancing merger talks that could create a US$3.4 trillion conglomerate spanning EVs, aerospace and AI, with an announcement possibly as early as December 2026, though China ties complicate approval.
Why it matters: A new open-weight model from a prominent lab expands choices beyond the frontier labs.
Inkling-2-Small is a new open-weight language model from Thinking Machines Lab, released on Hugging Face.
Anker's eufy launched AI security cameras in Australia starting at $159, adding AI-powered detection to its home security line.
Why it matters: A $1B raise aimed at automating AI research is a major bet on AI building AI.
WSJ reports a startup raised $1 billion to accelerate AI development with far fewer human researchers, betting on automation of AI R&D itself.
Lightning Labs releases pi402, a protocol letting AI agents pay for inference in bitcoin via the Lightning Network, integrated with the Pi coding agent.
Why it matters: A 145B open model claiming on-device frontier capability would be a major local-AI milestone.
Edge0-145B is an open-source, 145-billion-parameter AI model designed to run on-device, according to a Hacker News and Reddit post.
LiquidCodec is a ~74M-parameter streaming audio codec that powers LFM3-Audio-2B and LFM3-Omni-2B. It runs at 12.5 Hz with 12 codebooks and encodes about 361x faster than real time on a single CPU thread.
AWS released a free API emulation tool whose entire codebase, per the report, was autonomously generated by AI agents.
Why it matters: Makes it easier to deploy and fine-tune frontier models on AWS's custom AI chips.
SGLang-Neuron is now publicly available via an AWS Deep Learning Container, letting users serve models and generate RL rollouts with the SGLang interface on AWS Trainium using native PyTorch.
Yogurt is a free, open-source AI meeting-notes app that runs entirely on a Mac, keeping calls, transcripts and summaries local with no account required.
Why it matters: Open, governed AI coworker workspace lets firms self-host agents with policy checks and audit trails.
OpenBot 1.0 is an MIT-licensed, self-hostable AI coworker workspace: companies bring their own agents, models and infrastructure, and every action passes a policy check and audit trail.
Hatchet, a task orchestration platform, launches serverless endpoints and durable streams in version 2. It demonstrated a distributed ray tracer where an LLM writes scenes that fan out across Cloudflare Workers.
At Block Builderlab Launch Event 2026, Block showed AI agents working in shared team workspaces as named, auditable colleagues, a suite Block built for itself and now sells to other businesses.
Why it matters: OpenAI pushing autonomous red-teaming agents into security workflows could reshape vulnerability testing.
OpenAI opened early access to Daybreak Red Team agents that pen-test web applications, part of new AI security products for finding vulnerabilities, testing exploits and fixing flaws; OpenAI also backed chip control measures.
Ambience Prepare is a pre-visit workstream whose Chart Prep feature turns longitudinal patient records into evidence-linked briefings, flags unresolved questions and helps clinicians prepare for upcoming encounters.
Why it matters: Extends Nvidia's security stack to agentic AI workloads as agents gain autonomy.
Nvidia introduced Scale-In, a security approach for AI networking and autonomous agents, as an expert details real-time security for agent deployments. It reworks the security playbook as agents take on more control.
RemotePC MCP is a hosted integration that lets compatible AI assistants inspect and manage computers already set up in RemotePC. Available now for ChatGPT, Claude, Cursor, Codex and Grok.
Nectar's new AI agent automates influencer marketing: discovering creators, managing outreach and partnerships, and tracking campaign results for brands.
Why it matters: A prompt-injection-resistant open model series could set a new baseline for agent security.
IBM released Granite 4.1 3B and 8B models built around LLMON, an LLM-native markup language designed to resist prompt injection by structuring model input. Weights are on Hugging Face.
Roundhill launched the MAGP ETF, packaging OpenAI, Anthropic and SpaceX into a "Magnificent Seven"-style fund for the first time.
Catalyst is an AI marketing agent for small businesses that plans campaigns, creates content, distributes it across channels and uses results to shape later work. Free early-access waitlist is open.
Why it matters: Perplexity's open-weight Decider models add precise text-span extraction for query classification.
Perplexity released Decider v1.3 and Decider Flash v1.3, adding verbatim text-span extraction and downloadable Apache-2.0 weights. The larger model reports 91.6% mean accuracy across 63 query-classification tasks.
Why it matters: A major outage of Copilot and Microsoft 365 shows reliance on cloud AI services.
A widespread Microsoft outage disrupted Outlook, Teams and Copilot globally, gumming up markets and forcing traders onto phones as fixes lagged expectations.
Why it matters: Shows how brokers expose agent-facing trading tools while gating live execution.
Alpaca launched Claude connectors on Nov 12 that bring simulated order placement and live portfolio monitoring into chats while keeping live trade execution outside the assistant; J.Crew and Echo Harbor also ship Claude tools.
Nothing is ramping up teasers for a screen-free AI device set to launch next month; the company has not disclosed product details or pricing.
Why it matters: Apple's first AI-powered smart home display brings Siri AI into the home.
Apple released the Apple HomeView smart home display, powered by Apple Intelligence with Siri AI, and the fourth-generation Apple TV 4K, both previously available for pre-order.
Shinsung E&G showcased integrated cooling and energy systems for AI data centers at Data Center Korea 2026, including its AIO module that combines servers and cooling equipment.
Researchers at IIT Madras created Seanav, a real-time digital twin for maritime navigation that combines AI and VR to give autonomous vessels a virtual ocean test environment.
UBTECH has begun selling its robots to automobile dealerships, per Gasgoo, expanding humanoid and service robot sales into retail automotive showrooms.
HiSilicon's CS6286 packs a 50 GOPS AI engine into an 8MP sensor; it detects people with 95%+ accuracy and lets dashcams sleep, extending sentry mode past seven days.
Why it matters: A world model built natively on Ascend chips signals Huawei's push into physical AI.
Huawei Cloud will unveil CloudRobo-WM1.2, billed as the first Ascend-native world model from its Industry AI Dream Factory, at an online launch on Nov 16; specs are not yet public.
Why it matters: A major PC maker entering humanoids with a factory-proven robot signals broadening physical AI competition.
Asus announced Gallop, its first humanoid robot, which learns to pack small motherboard parts in factory tasks. Asus also posted record Q3 revenue of NT$258.788B ($7.86B), up 36% year-on-year on AI server growth.
Pure Storage, now Everpure, announced new Portworx capabilities: Pre-staged Volumes for AI/ML workloads and general availability of other Kubernetes data-management features.
Apple says tvOS 27.2.1 will bring Siri AI to second- and third-generation Apple TV 4K models, according to a support document on Siri AI requirements across Apple products.
WHOOP launched WHOOP Humans, a social network where each user has a 'verified heartbeat.' It turns sleep, recovery and workout data into a social feed and aims to replace bots with humans.
Gates launched the ThermalCool 2100SS, a stainless-steel coolant-circulation pump for rack-level AI and high-density computing that cools its own motor with the coolant it moves.
Innodisk announced an expansion of its AI data-center portfolio, pairing enterprise SSDs (3TS9-P, 4TS2-P, 5TS-P series) with DDR5 and CXL memory for cloud service providers and neocloud operators handling AI training and inference.
Why it matters: Google's Gemini glasses push brings Android-powered smart eyewear to mainstream eyewear brands.
Google announced Gemini-powered AI glasses built with Samsung and eyewear brands Warby Parker and Gentle Monster, including a 41g Samsung model; Warby Parker bets on the category despite privacy concerns.
Melexis unveils its first tactile fingertip module, giving humanoid robots a sense of touch for grasping and manipulation tasks.
Exowatt announced P3 Gen 2, a redesigned modular solar-thermal system for utility projects and AI data centers, plus a standardized 1 MW Exobloc validation unit and plans for a 2.4 GW Athena data-center development.
Why it matters: SoftBank's costly turbine over-ordering shows how power supply is the bottleneck for AI data centers.
SoftBank lost over $3 billion pre-ordering natural gas turbines to power AI data centers, driving a $3.7bn charge; separately Anthropic's Dario Amodei predicted AI could cure major diseases within a decade.
Why it matters: A $74B buildout would make SpaceX a major AI compute player beyond its launch business.
SpaceX plans over $74 billion investment in AI data center campuses in Texas and Arizona, facing local opposition and political hurdles.
Why it matters: AMD's new server CPUs are a direct challenge to Nvidia in AI datacenter compute.
AMD launched its Zen 6-based sixth-generation EPYC 'Venice' server CPUs, aiming to gain share with better price-performance than rivals; AMD claims 3.75 times Nvidia performance.
Qvyon Technologies launched with $8M led by MaC Venture Capital to build validation infrastructure and software that companies use to test autonomous vehicles and robots before real-world deployment.
Vertiv introduced the PowerNexus MV UPS on November 12, 2026, a 3.0 MVA outdoor system protecting AI data centers at their medium-voltage grid connection. Shipments to colocation, neocloud and hyperscale operators begin mid-2027.
Viam Launchpad provides software and engineering infrastructure to help robotics startups bring robots to commercial deployment.
A fishing drone carries up to 2 kg of bait out to sea and releases it, letting anglers cast farther from shore.
Why it matters: An open-weights action model from a video-AI leader could accelerate robot world-model research.
Praxis-1 is a world action model that lets robots learn actions from video-style world modeling; Runway released it with open weights under Apache 2.0, developed with partners Noble Machines, Standard Bots and Ultra.
Nebius shares fell about 10% after the AI cloud provider gave a disappointing annual sales outlook. Cerebras raised its annual sales forecast on strong AI demand, sending shares up 17%.
An AI lab for Blender where manager-worker-reviewer agent teams run multi-step scene briefs as supervised experiments, with a live task board, review findings, named undo, and a built-in MCP server.
An AI enthusiast used Claude AI, wiring skill, and $15 of components to get a 1994 Jeep Cherokee to pass California smog tests.
ONNX Runtime is a cross-platform engine for running and training ML models. Version 1.32.0 adds opset 28 support, CPU/GPU hybrid MoE offloading, new QMoE kernels and faster session init.
A Python GitHub repo of three runnable AI engineering projects: traceable RAG, prompt evaluation and guarded NL2SQL analytics.
Xiaohongshu (RedNote) is testing a standalone app called Dada that lets users turn their expertise into AI agents others can use, covering tasks like design, job hunting and studying.
Why it matters: Large human-motion dataset could give robot models the scale that text gave LLMs.
A dataset of sensorized human data — egocentric video, dense language annotations, head and hand pose — meant to connect perception, action and intent for training physical AI. Hosted on Hugging Face under CC-BY-4.0.
Kimi, Moonshot's AI chat assistant, ships version 3.2.27 as a desktop app for macOS, Windows and Linux.
Acer launched a classroom-of-the-future platform at IT Month and EdTech Taiwan, spanning AI teaching assistants, AI agents and a smart-campus management platform.
Moonshot's Kimi app for iPhone and iPad updated to version 3.1.9, upgrading to Kimi K3.1 Pro with better 3D creation, coding, writing and financial analysis, plus a game maker for multiplayer 3D games.
Meta's AI moderation is banning thousands of innocent Facebook and Instagram accounts, with users reporting no real way to appeal.
An Nvidia requisition describes native Windows agent runtimes on GeForce RTX, with local Nemotron inference and policy controls for files and network egress.
ArtCraft used AI to rewrite Photoshop as open-source software; CEO Brandon Thomas says the vision now extends to rebuilding parts of the internet.
Report says Samsung might add AI agent capabilities to its Bixby assistant in One UI 9.5; no confirmed release details.
Warp, a Rust-based terminal, shipped build 0.2026.11.11.08.17.stable_01 for macOS, Windows and Linux.
Why it matters: A new open-weight model from a prominent lab expands choices beyond the frontier labs.
Inkling-2-Small is a new open-weight language model from Thinking Machines Lab, released on Hugging Face.
OpenAI Codex was used to uncover and fix a nearly 20-year-old bug in the Radeon Linux graphics driver, per Phoronix.
A curated GitHub list collecting papers on AI in astronomy and astrophysics. The repo crossed 100 stars in its first week.
A quantized text-to-image and image-editing model built by merging ChatR Labs' rank-128 Omni adapter into Qwen-Image-2.1. Only quantized transformer weights are shipped; it has about 49k downloads.
Uno Platform, a framework for building cross-platform .NET apps, and its Studio tool received major agentic AI updates. Details of the new capabilities were not specified.
Visual Studio Code version 1.146 adds an AI Agent Inbox, model comparisons and chat windows for its Copilot-powered agent features.
Kiro, an agent-centric IDE with spec-driven development, releases version 1.4.178 for macOS, Windows and Linux, adding xAI's Grok 4.7 model to its AI coding platform.
DeepSpeed is Microsoft's open-source deep learning optimization library that makes distributed training and inference efficient. Version 0.20.0 adds changes including GPTBigCode shared key/value gradient summing and AutoEP expert storage maps.
Conductor, a desktop app for running multiple AI coding agents in parallel, released version 0.94.2 with Claude Code parallelization on macOS, Windows and Linux.
GitHub's blog explains how agent skills capture repeatable engineering work in reusable files, while tools, project context and permissions stay specific to each host agent.
CNCF data shows the global cloud-native developer population has topped 21 million, with AI changing what developers build and how open-source maintainers absorb contributions, per SiliconANGLE.
Amazon Q, AWS's generative AI coding assistant for VS Code, updated to version 2.10.0 with unspecified fixes and improvements.
AWS released a free API emulation tool whose entire codebase, per the report, was autonomously generated by AI agents.
Why it matters: Makes it easier to deploy and fine-tune frontier models on AWS's custom AI chips.
SGLang-Neuron is now publicly available via an AWS Deep Learning Container, letting users serve models and generate RL rollouts with the SGLang interface on AWS Trainium using native PyTorch.
A report describes older Chinese people learning AI tools, video editing and drone use, reflecting wider consumer adoption across age groups.
Yogurt is a free, open-source AI meeting-notes app that runs entirely on a Mac, keeping calls, transcripts and summaries local with no account required.
A dataset of sensorized human data — egocentric video, dense language annotations, head and hand pose — meant to connect perception, action and intent for training physical AI. Hosted on Hugging Face under CC-BY-4.0.
Inkling-2-Small is a new open-weight language model from Thinking Machines Lab, released on Hugging Face.
A quantized text-to-image and image-editing model built by merging ChatR Labs' rank-128 Omni adapter into Qwen-Image-2.1. Only quantized transformer weights are shipped; it has about 49k downloads.
Pika H3 Flex is a six-step post-training of MiniMax-H3 that generates video with audio, using two rank-128 LoRA adapters for text/image-to-video and reference-to-video. A Hugging Face Gradio Space offers the demo; code is released.
PhysLoop is a research method that taps large language models' physics knowledge to judge and correct generated videos, letting video generation models self-improve on physical dynamics and causal consistency without fine-grained human supervision.
A Hugging Face paper examines decision models that output typed choices with probabilities, asking whether models that act poorly can still serve well as judges or RL teachers for long-horizon agents.
Sophon-Realtime v1 is an open, Apache-2.0 full-duplex voice model that listens continuously, picks up when you stop talking and lets you interrupt, while sensing tone such as hesitation or sarcasm.
P-H3-Image is a 20-billion-parameter image generation network from Pruna AI, released with a Hugging Face Space demo app so anyone can try it in the browser.
A developer released code and a paper for training a 27B model on a single 24GB RTX 3090, requiring hundreds of billions of tokens for good quality, alongside converted model repos and a 40.4GB Qwen GGUF.
An AI lab for Blender where manager-worker-reviewer agent teams run multi-step scene briefs as supervised experiments, with a live task board, review findings, named undo, and a built-in MCP server.
ONNX Runtime is a cross-platform engine for running and training ML models. Version 1.32.0 adds opset 28 support, CPU/GPU hybrid MoE offloading, new QMoE kernels and faster session init.
A Python GitHub repo of three runnable AI engineering projects: traceable RAG, prompt evaluation and guarded NL2SQL analytics.
A curated GitHub list collecting papers on AI in astronomy and astrophysics. The repo crossed 100 stars in its first week.
DeepSpeed is Microsoft's open-source deep learning optimization library that makes distributed training and inference efficient. Version 0.20.0 adds changes including GPTBigCode shared key/value gradient summing and AutoEP expert storage maps.
An agent skill for Claude Code and Codex that builds a playable browser 3D action game in a single HTML file with AI-generated assets, using three.js. Includes a playable demo.
Diffusers is Hugging Face's open-source PyTorch library for running and training diffusion models for image, video and audio generation. v0.43.0 adds five modular model integrations across image generation, editing, video with audio, speech-driven animation and world simulation, plus attention and LoRA improvements.
An open-source, self-hosted Slack alternative where teams and AI agents share channels and DMs; agents run on Claude, ChatGPT/Codex, Gemini or Grok with MCP tools, a browser, memory and approvals.
CMS will debut its six-axis Krearob robotic large-format additive manufacturing system at Formnext 2026 in Frankfurt. Separately, a GitHub project called blender-ai-mcp-addon adds an AI assistant and MCP server to Blender for 3D chat, scene tools and multi-agent workflows.
Yogurt is a free, open-source TypeScript app that takes private AI meeting notes, keeping transcripts and summaries local rather than sending them to a hosted service. It drew 133 GitHub stars in its first week.
LASIK is a static CLI and MCP server that reverses Blind LLM Agents hardening so coding agents can read real code again, without executing the target. It reached 100 GitHub stars in its first week.
An AI enthusiast used Claude AI, wiring skill, and $15 of components to get a 1994 Jeep Cherokee to pass California smog tests.
Xiaohongshu (RedNote) is testing a standalone app called Dada that lets users turn their expertise into AI agents others can use, covering tasks like design, job hunting and studying.
Kimi, Moonshot's AI chat assistant, ships version 3.2.27 as a desktop app for macOS, Windows and Linux.
Acer launched a classroom-of-the-future platform at IT Month and EdTech Taiwan, spanning AI teaching assistants, AI agents and a smart-campus management platform.
Moonshot's Kimi app for iPhone and iPad updated to version 3.1.9, upgrading to Kimi K3.1 Pro with better 3D creation, coding, writing and financial analysis, plus a game maker for multiplayer 3D games.
Meta's AI moderation is banning thousands of innocent Facebook and Instagram accounts, with users reporting no real way to appeal.
Report says Samsung might add AI agent capabilities to its Bixby assistant in One UI 9.5; no confirmed release details.
A report describes older Chinese people learning AI tools, video editing and drone use, reflecting wider consumer adoption across age groups.
Yogurt is a free, open-source AI meeting-notes app that runs entirely on a Mac, keeping calls, transcripts and summaries local with no account required.
Hacker News discussion highlights complaints that AI-generated app submissions are overwhelming Apple's App Store review process, making approval slow and erratic for synthesiser app developers.
Raycast, a keyboard-driven launcher for controlling tools, releases version 2.12.0.0 on macOS, Windows and Linux.
Grok Bot on Mac gained integrations with Apple apps including Messages, Mail and Notes, letting the assistant work across more of the desktop.
A widespread Microsoft outage disrupted Outlook, Teams and Copilot globally, gumming up markets and forcing traders onto phones as fixes lagged expectations.
Asset Panda expanded its IT asset tracking software with Auto Discovery and Voice AI capabilities.
Google is moving digital house keys out of individual smart lock apps and into Google Wallet on Android phones, per ZDNET.
Gemini is now available as an AI voice chat option through CarPlay, joining ChatGPT as an option for drivers with iOS devices.
Chatbox 1.24.4 is out for macOS, Windows and Linux. It is a desktop app for chatting with GPT-4 and GPT-3.5 through the OpenAI API.
Phota Labs, founded by ex-Adobe executives and backed by a16z, launched an AI app that automates photo editing to turn everyday snapshots into professional-looking shots rather than offering another manual editor.
Clipto enables AI assistants like ChatGPT and Claude to search and analyze years of a person's meetings and video calls, filling a gap in personal data access for AI assistants.
Time explains how patients can use AI tools to fight back against health insurers that use AI to deny care, offering guidance on appealing denials.
Pixel 10 owners missing Gboard's Rambler feature may need to force a manual Android AI Core update to enable it.
AutoCut AI is a Windows app that automatically removes silence from audio and video recordings, so you can cut dead air without editing by hand. It is available for download from the Microsoft Store.
Tuya Cloud Devices, an open-source skill named gadget-tuya-cloud, lets Meta's Muse AI agent query and control Tuya smart home devices via cloud APIs without local keys or firmware changes.
Manus is a general AI agent that runs tasks rather than just answering. Version 26.19.12 on iPhone and 2.1.3 on Mac add Manus 2.0 Remote Control to drive a computer from a phone, plus Studio collaboration.
ByteDance's Doubao AI chat assistant updated to version 2.35.12, available on macOS, Windows and Linux.
An Nvidia requisition describes native Windows agent runtimes on GeForce RTX, with local Nemotron inference and policy controls for files and network egress.
ArtCraft used AI to rewrite Photoshop as open-source software; CEO Brandon Thomas says the vision now extends to rebuilding parts of the internet.
Warp, a Rust-based terminal, shipped build 0.2026.11.11.08.17.stable_01 for macOS, Windows and Linux.
OpenAI Codex was used to uncover and fix a nearly 20-year-old bug in the Radeon Linux graphics driver, per Phoronix.
Uno Platform, a framework for building cross-platform .NET apps, and its Studio tool received major agentic AI updates. Details of the new capabilities were not specified.
Visual Studio Code version 1.146 adds an AI Agent Inbox, model comparisons and chat windows for its Copilot-powered agent features.
Kiro, an agent-centric IDE with spec-driven development, releases version 1.4.178 for macOS, Windows and Linux, adding xAI's Grok 4.7 model to its AI coding platform.
Conductor, a desktop app for running multiple AI coding agents in parallel, released version 0.94.2 with Claude Code parallelization on macOS, Windows and Linux.
GitHub's blog explains how agent skills capture repeatable engineering work in reusable files, while tools, project context and permissions stay specific to each host agent.
CNCF data shows the global cloud-native developer population has topped 21 million, with AI changing what developers build and how open-source maintainers absorb contributions, per SiliconANGLE.
Amazon Q, AWS's generative AI coding assistant for VS Code, updated to version 2.10.0 with unspecified fixes and improvements.
AWS released a free API emulation tool whose entire codebase, per the report, was autonomously generated by AI agents.
SGLang-Neuron is now publicly available via an AWS Deep Learning Container, letting users serve models and generate RL rollouts with the SGLang interface on AWS Trainium using native PyTorch.
OpenBot 1.0 is an MIT-licensed, self-hostable AI coworker workspace: companies bring their own agents, models and infrastructure, and every action passes a policy check and audit trail.
Hatchet, a task orchestration platform, launches serverless endpoints and durable streams in version 2. It demonstrated a distributed ray tracer where an LLM writes scenes that fan out across Cloudflare Workers.
As AI spending shifts from training to serving models and running agents, the Kubernetes community is building tools to handle huge volumes of inference calls from single prompts.
Case study from OpenAI. Amplitude's proactive product agent Wave identifies what to build, helps teams ship changes with coding agents, and measures impact, cutting product cycles to 1-2 days.
Lump is a DIY desk device in a glass cube that monitors Claude Code sessions and shows their status, so users can step away without missing a permission prompt.
AWS published guidance on tracking and capping Amazon Bedrock spend per IAM principal with CUR 2.0 and AWS Budgets, compared four Bedrock inference cost choices, and detailed how Natera built an agentic AI system for lab operations with Bedrock AgentCore.
RemotePC MCP is a hosted integration that lets compatible AI assistants inspect and manage computers already set up in RemotePC. Available now for ChatGPT, Claude, Cursor, Codex and Grok.
Genie Migrate is a Databricks tool that automates migrating data and workloads to its lakehouse platform. It is now generally available, aimed at companies building AI agents and applications.
AgentRun is an open-source project on Show HN for self-improving managed AI agents. It lets developers run agents that adjust their own behavior over time.
Expo made Expo Simulators available on paid plans, giving AI coding agents cloud iOS simulators and Android emulators to run and verify app changes at $0.10 per simulator minute.
Pinecone's Documents API now supports Google's Gemini Embedding 2, generating embeddings on writes and queries via Vertex AI with no separate Google Cloud account needed, at $0.20 per 1 million tokens.
Virtana launched an AI agent war room to help IT teams coordinate incident response.