Why it matters: Securing AI networking and agent access is becoming critical as agents control more infrastructure.
Nvidia introduced Scale-In, adding security to AI networking, and outlined a rethought security playbook for environments where AI agents take control. The moves target protecting agent-driven infrastructure.
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.
WHOOP Humans is a social network built on members' sleep, recovery and workout data, pitched as an AI-free, human-only feed
AWS Machine Learning · 2h
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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.
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.
Why it matters: A public-backed national effort shows governments building sovereign multilingual foundation models.
India released three indigenous foundation models under the IndiaAI Mission: EKA-1 for large-scale reasoning and coding, and the lightweight Dhīr 2B and Dhīr 5B assistant models that can run offline. The effort targets multilingual AI.
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 entering automated red-teaming signals agentic AI moving into security operations.
OpenAI launched security products and opened early access to Daybreak Red Team agents that pen-test web applications, warning organizations they risk being left behind without them. OpenAI also backed AI 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.
Anthropic introduced Claude Meetings, integrating Claude into Google Meet to draft documents and whiteboards during calls. The feature lets teams use Claude inside meeting workflows.
Why it matters: Business Profiles give companies a way to appear inside ChatGPT, shifting how customers find services.
OpenAI has launched ChatGPT Business Profiles, according to ThinkAdvisor, a feature aimed at financial advisors and other professionals who want a presence inside ChatGPT.
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.
Microsoft said it was working to restore access after a widespread outage hit Outlook, Microsoft 365, Teams and Copilot, with users nationwide reporting connection failures for hours.
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: 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.
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.
Horizon3 announced an AI Security Lab that draws on data from its NodeZero penetration-testing platform to study and improve AI-driven security testing.
RightRev launched RightAgents, a suite of AI agents that check contracts and explain balance changes to keep revenue accounting aligned with usage-based contracts.
Telnyx is offering Arabic-language voice AI to Saudi businesses, letting them deploy speech agents that handle customer calls in Arabic, according to The Business Journals.
Why it matters: OpenAI's revenue and loss figures are a key signal on the economics of frontier AI.
OpenAI's quarterly revenue reached $10 billion, but its adjusted losses widened, raising questions about whether the AI boom is profitable at current spending levels.
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.
Three entertainment industry veterans launched Distinkt, an AI-powered agency representing global talent, per Variety. Details of its AI tools and clients were not disclosed.
Genpact launched Onyx, a process-intelligence platform it frames as the last mile for deploying AI agents in enterprise operations.
Trust Stamp launched Knowing Consent, a biometric approval system letting banks verify a customer's identity before processing transactions initiated by AI agents.
Phota Labs is building an AI photo editor that automates editing so anyone can turn everyday photos into professional-looking shots, rather than adding another manual editing tool.
Why it matters: Extends AI agents from chat into real-world phone calls, a step toward agentic task completion.
Meta's Muse AI agent can now make outbound calls to US businesses on behalf of users, but only for paid subscribers. Users report it is blocked from creating Google Ads.
Decagon introduced Missions, which lets AI customer-service agents pursue a defined outcome across multiple conversations, systems and participants for days, weeks or months.
Virtana launched an AI agent war room to help IT teams coordinate incident response.
Fortinet adds the FortiGuard Inline AI Security Service, extending its AI-driven threat protection across inline traffic.
Fiserv added AI-powered ecommerce capabilities to its Clover point-of-sale platform for small and medium businesses.
AI video maker APIXO AI adds Seedream 5.5 and offers 30% off API pricing.
Deloitte introduced Edisyl, a Boston-based enterprise AI venture built on Knowledge Packs that combine domain expertise with proprietary company data, from its acquisition of Flipside Crypto's AI business.
Quiq launched its Voice AI integration in the Zoom App Marketplace, connecting to Zoom Contact Center for AI-driven customer conversations.
Insight Enterprises launched its online Agent Store in 14 countries on Nov. 12, adding six agentic offerings to reach 15 total across the US, Canada, Asia-Pacific and Europe.
Why it matters: Legal push to halt frontier model development could reshape AI release timelines and liability.
Advocacy groups sued OpenAI, Google and Anthropic seeking to freeze new frontier model development over catastrophic risks. Reservoir expanded its Suno and Anthropic suits, seeking about $450M; Anthropic also faces a neural-network patent suit.
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.
Why it matters: Google's Gemini glasses push Android XR into the wearable AI race against Meta.
Google announced Android XR smart glasses with Samsung, Gentle Monster and Warby Parker, adding 'Hey Gemini' wake-word support and Intelligent Eyewear features. Details on pricing and availability were not disclosed.
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.
Why it matters: Cisco's guidance shows AI networking, not just GPUs, is driving datacenter capex.
Cisco raised its annual revenue forecast on strong AI networking demand and beat earnings estimates, saying AI infrastructure revenue will double this fiscal year.
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.
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: A $74B AI campus buildout signals massive new compute capacity from a major player.
SpaceX plans to invest more than $74 billion in AI supercomputing campuses in Texas and Arizona, according to reports, as it expands infrastructure for AI workloads.
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.
Chinese auto supplier Joyson Electronics said it delivered its first high-performance robotic brain compute module to Unitree, adding computing power to its robots.
Qvyon Technologies launched with $8M in total funding, led by MaC Venture Capital, for infrastructure and software that helps companies validate autonomous vehicles and robots before 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: Open-weight robotics world model from a video AI leader could accelerate robot learning.
Praxis-1 is a world action model for robotics from Runway, now available with open weights for developers, with partners including Noble Machines, Standard Bots, and Ultra.
Why it matters: Cerebras' upbeat forecast signals growing demand for Nvidia alternatives in AI compute.
Cerebras raised its annual sales forecast on strong AI-linked demand, sending shares up 17%. The chipmaker is positioning itself as a challenger to Nvidia.
Why it matters: Shows Google splitting TPU silicon into specialized variants for agent and secure workloads.
Google's TPU 8i Max and TPU 8tx reuse existing TPU 8i and TPU 8t silicon to target long-context agents and confidential inference workloads.
Why it matters: Japan consolidates a national effort to standardize physical AI and robotics models.
Panasonic Holdings announced its Manufacturing Commons initiative, project KMC, to build AI and robotics reference models in Japan via industry, government and academic collaboration.
Why it matters: Intel's alliance and GPU push aim to win AI infrastructure share against Nvidia amid its leadership turmoil.
Intel introduced a new GPU and formed an AI alliance with 23 Korean companies, pitching its infrastructure products and design capabilities to win Korean AI deals.
OnePlus began rolling out the Android 17-based ColorOS 17 update for OnePlus 12 ahead of the November 17 schedule, adding new AI and security features.
Why it matters: A big-bank forecast of humanoid production volume signals investor expectations for physical AI scale.
J.P. Morgan says US humanoid robot production could reach 400,000 units by 2030 as deployment ramps up, according to Reuters.
Schneider Electric launched the Motivair WCDU, a coolant distribution unit that lets AI data centers combine air and liquid cooling.
IBM's Quantum Nighthawk r3 processor has 520 programmable qubits and supports 10,000 quantum operations; two will link into a 1,040-qubit system in 2027.
Meta released update 130 for five AI glasses styles after finding moisture or sweat can make some units too warm. The fix covers overheating and explains how to update and request a replacement.
Cranberry's SOBRIC, an AI-powered integrated sound analysis solution, won a CES 2027 Innovation Award in the AI category. The company will exhibit at CES 2027 in Las Vegas, Jan. 6–9.
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.
New build of the npm CLI for Amp, a frontier coding agent and development environment. Install with npm i -g @ampcode/cli.
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 AI coding platform, adds xAI's Grok 4.7 model as an option for its coding agents.
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.
WHOOP Humans is a social network built on members' sleep, recovery and workout data, pitched as an AI-free, human-only feed
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.
Natera built SWARM, an agentic AI system on Amazon Bedrock AgentCore that captures lab-operations knowledge at scale, delivering about 130x faster first response, per AWS.
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.
Why it matters: Agentic workloads are turning Kubernetes into an inference and orchestration layer for AI infrastructure.
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.
Anthropic introduced Claude Meetings, integrating Claude into Google Meet to draft documents and whiteboards during calls. The feature lets teams use Claude inside meeting workflows.
Why it matters: Business Profiles give companies a way to appear inside ChatGPT, shifting how customers find services.
OpenAI has launched ChatGPT Business Profiles, according to ThinkAdvisor, a feature aimed at financial advisors and other professionals who want a presence inside ChatGPT.
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 shows how to track and cap Amazon Bedrock spend per IAM principal using CUR 2.0, Cost Explorer and AWS Budgets actions that apply a Deny policy, and compares four Bedrock inference cost options.
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.
Microsoft said it was working to restore access after a widespread outage hit Outlook, Microsoft 365, Teams and Copilot, with users nationwide reporting connection failures for hours.
Raycast, a keyboard-driven launcher for controlling tools, releases version 2.12.0.0 on macOS, Windows and Linux.
Grok Bot for Mac gained new Apple integrations, including Messages, Mail and Notes, expanding its ability to interact with native macOS apps.
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.
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.
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.
A Hugging Face Space runs an uncensored version of the Qwen-Image-2.1 image model for generating and editing images, using a LoRA on the official Diffusers weights with ZeroGPU.
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.
Huawei-CSL's MACaQ is a model-agnostic quantization method for GGUF and local inference that claims to beat Unsloth GGUFs, letting users quantize and run text, image, video and audio models with llama.cpp, vLLM, Diffusers and PyTorch. llama.cpp adds an FP8 KV-cache.
Brain4Agent is a Python memory module designed to give mainstream AI agents long-term memory tuned for Chinese, Japanese and Korean text; the repo drew 100 stars in its first week.
lot-map is an open-source TypeScript tool that puts a live map beside the Claude Code chat, lighting up tool calls, model steps, hooks, skills and subagents as they happen. Runs locally in five languages.
Cranberry's SOBRIC, an AI-powered integrated sound analysis solution, won a CES 2027 Innovation Award in the AI category. The company will exhibit at CES 2027 in Las Vegas, Jan. 6–9.
WHOOP Humans is a social network built on members' sleep, recovery and workout data, pitched as an AI-free, human-only feed
A report describes older Chinese people learning AI tools, video editing and drone use, reflecting wider consumer adoption across age groups.
Anthropic introduced Claude Meetings, integrating Claude into Google Meet to draft documents and whiteboards during calls. The feature lets teams use Claude inside meeting workflows.
OpenAI has launched ChatGPT Business Profiles, according to ThinkAdvisor, a feature aimed at financial advisors and other professionals who want a presence inside ChatGPT.
Microsoft said it was working to restore access after a widespread outage hit Outlook, Microsoft 365, Teams and Copilot, with users nationwide reporting connection failures for hours.
Raycast, a keyboard-driven launcher for controlling tools, releases version 2.12.0.0 on macOS, Windows and Linux.
Grok Bot for Mac gained new Apple integrations, including Messages, Mail and Notes, expanding its ability to interact with native macOS apps.
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.
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 is building an AI photo editor that automates editing so anyone can turn everyday photos into professional-looking shots, rather than adding another manual editing tool.
Meta's Muse AI agent can now make outbound calls to US businesses on behalf of users, but only for paid subscribers. Users report it is blocked from creating Google Ads.
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.
Tether launched BotPsy, an on-device AI agent it claims beats a larger Qwen model, though Qwen's own score narrows the gap.
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.
Business Standard explains what personal AI agents such as Meta Muse and Gemini Spark are, what they can do, and the risks they raise for users.
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.
Adobe's new AI Assistant lets users create and edit faster across Adobe apps, but PCMag critics call the agent a step backward for artists.
A report says ByteDance is preparing to release an AI agent that goes beyond a mobile assistant.
An overview of AI toys in 2026: what they are, which ones exist and whether they are safe.
New build of the npm CLI for Amp, a frontier coding agent and development environment. Install with npm i -g @ampcode/cli.
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 AI coding platform, adds xAI's Grok 4.7 model as an option for its coding agents.
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 Machine Learning · 2h
#
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.
AWS Machine Learning · 3h
#
Natera built SWARM, an agentic AI system on Amazon Bedrock AgentCore that captures lab-operations knowledge at scale, delivering about 130x faster first response, per AWS.
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 Machine Learning · 5h
#
AWS shows how to track and cap Amazon Bedrock spend per IAM principal using CUR 2.0, Cost Explorer and AWS Budgets actions that apply a Deny policy, and compares four Bedrock inference cost options.
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. It removes the need for a separate Google Cloud account and costs $0.20 per 1M tokens.
Virtana launched an AI agent war room to help IT teams coordinate incident response.
Crush is a terminal-based AI assistant that gives developers coding help directly in the command line. Version 0.101.0 is available via npm as @charmland/crush.
KORA Systems, a Silicon Valley startup, is building an AI-centric operating system with Qualcomm, planning a PC OS launch in 2027 before expanding to smartphones.
Cursor's Grok Bot browser has been offline since Nov 8: updates never complete and repeated resets leave it hanging (ticket T-J64440). Its GitHub connector also lacks rebase, reset, force-push, branch delete and secure token storage.