1631 summarised stories about AI Agents, each linking back to the original source. Browse all topics →
Product Hunt 1 week ago 38
Pine Computer is launching a cloud computer product for AI workloads where a customer’s app tasks run without an API and the results are returned to the user. It goes into an invite-only beta today. AI is described as reading app structure instead of pixels and using virtual screens per need, with optional person takeover for sign-ins and approvals.
The New Stack 1 week ago 17 ● 13 sources
OpenAI launched its Decisions API for public beta and added image inputs so developers can generate structured decision outputs from text or visuals. The beta is priced at $0.10 per 1M input tokens with no output-token charges. Hosted use stays centered on OpenAI, while other companies this month shifted to downloadable open-weight decision models developers can run themselves.
TechCrunch 1 week ago 46 ● 3 sources
Nous Research raised a $90 million Series B to confirm its $1.5 billion valuation and launched “Hermes for Businesses.” The funding round values the company at $1.5 billion. It will push Nous into enterprise deployments of customized multi-step AI agents that keep customer data private and secure, aiming to grow revenue beyond $100 million in 2026.
TechCrunch 1 week ago 37 ● 12 sources
Microsoft unveiled new Surface Laptop Ultra and Surface RTX Spark Dev Box PCs built around Nvidia’s RTX Spark chip, along with a revamped Windows 11 that adds Execution Containers for sandboxing AI agents. The Surface Laptop Ultra starts at $2,600 and the dev box starts at $6,000. Execution Containers will roll out to all Windows 11 users, and the new hardware is aimed at running AI models locally on-device.
Trending Topics 1 week ago 2 ● 12 sources
Microsoft announced Windows as a more secure “hybrid intelligence” platform where AI agents can run locally or in the cloud inside OS sandboxes with company-controlled access rules. Surface Laptop Ultra with Nvidia’s RTX Spark chip starts preorders at $2,599 and is slated to ship from next Friday. Microsoft will generally release Windows 11 Microsoft Execution Containers (MXC), add Copilot local-file and search command actions to Copilot+ PCs, and expand the set of on-device model providers beyond OpenAI.
NVIDIA Blog 1 week ago 29 ● 12 sources
NVIDIA and Microsoft used a San Francisco event to co- engineer Windows PC updates and RTX Spark hardware so AI agents can run locally and be managed by the operating system. Preorders for RTX Spark laptops open immediately, with availability on October 16. The change is that Windows adds Microsoft Execution Containers so agents run securely in the background, alongside new consumer and enterprise AI PCs including RTX Spark and DGX Station for Windows.
SiliconANGLE 1 week ago 12 ● 2 sources
Infor is developing industry-specific AI agents for manufacturing, aerospace and defense, automotive, and food and beverage to reduce hallucinations in enterprise workflows. Its 2026.10 release adds security and scope guardrails, building on Infor’s existing industry applications with micro-vertical configuration. As a result, some agent actions can proceed autonomously, but moving orders between customers still requires human approval and Infor plans to hire domain experts to improve business-context accuracy.
Product Hunt 1 week ago 42
Semwright launched today as an open-source Rust runtime for AI agents that can use structured drivers to interact with desktop and professional software and related project data. It supports MCP while not being tied to a single protocol, model, or agent. It changes how agents are built by centralizing permissions, execution, dependencies, artifact handoffs, and verification so developers can reuse integration infrastructure across multiple applications rather than rebuilding it each time.
Microsoft 1 week ago 12
Microsoft Research Asia introduced Harnessed Agentic RL by open-sourcing Agent Lightning v1.0, where the same agent harness used in deployment participates directly in reinforcement learning without being reimplemented in the training loop. The paper reports raising Qwen3.5-9B Pass@1 on SWE-bench Verified from 41.8% to 56.4% using about 6,000 training samples. Agent training shifts from tokenizing a rebuilt interaction loop to observing real harness model calls via a proxy, enabling end-to-end RL control on standard Kubernetes jobs with a lightweight ~3,500-line codebase.
Amazon Web Services 1 week ago 16
Agentic automation is being added to AI center of excellence roadmaps, but the article says the usual ROI model inherited from rule-based RPA undercounts value by ignoring change costs, exceptions, oversight, and decision and maintenance impacts. It cites a 1.5–4× planning range for the cost of correcting errors, and uses a claims example with $45 per hour and about $1.26 million of capacity released from automating 70% of routine work. It recommends a new Agentic Value Model that prices time savings, exception/error handling, decision quality, and maintenance resilience separately, then applies a stop-rule portfolio approach to measure only realized economic value.
TechCrunch 1 week ago 47 ● 2 sources
Google Labs launched Playground, an AI-powered platform that lets users create browser games from text prompts without coding. The service is initially available to users 18+ in the U.S. with free access for browsing and playing, while game generation uses weekly tokens and higher limits for Google One AI subscribers, and future Unity Spark integration is planned to expand 3D and mechanics.
TechCrunch 1 week ago 10
OpenAI’s product lead Alexander Embiricos is scheduled to appear at TechCrunch Disrupt 2026 in San Francisco to discuss OpenAI’s next-step personal AI agent, Dots, shortly after its launch. The conference runs October 13–15. As a result, Embiricos will hold a session focused on what comes after the chatbot and the privacy and trust questions tied to more autonomous AI agents.
The New Stack 1 week ago 5
Infino launched an agent-focused retrieval platform aimed at replacing the fragmented mix of search, vector, and warehouse systems used by AI agents. It says queries can complete in milliseconds after a natural-language question is converted to a single query. The platform consolidates data into one Apache Parquet copy on object storage and is designed to cut the need for multiple pipelines while enabling centralized governance of what agents can access.
Latent Space 1 week ago 34
Stacklok, founded by Kubernetes creators Craig McLuckie and Joe Beda, is building the open-source cloud-native agent harness Mecatl and related tooling to make AI coding agents more reliable when moved from desktop to cloud environments. Mecatl started as an open-source project in June and Stacklok raised a $17.5 million Series A in 2023. The approach shifts agent loops and session state into centrally managed cloud control systems rather than local JSONL files and tightly coupled desktop processes, and it wraps the open-source pieces with an “enterprise spine” control plane.
The Verge 1 week ago 3 ● 2 sources
Meta’s Muse iOS app added native iPad support after weeks where the iPhone app was a top free download on Apple’s App Store. The iPad update follows the mobile launch by nearly a month, with a Mac version released about a week after the original mobile debut. As a result, Muse can be used on iPads with improved multitasking and larger-screen layouts compared with the iPhone version (though the iPad support is limited).
Product Hunt 1 week ago 27
PostNitro launched “PostNitro for Agents,” adding AI-agent workflows that turn topics or threads into branded carousels, images, and short videos for scheduled posting across multiple social platforms.
The New Stack 1 week ago 22
Docsy, Google’s Hugo-based technical documentation theme, moved to the Linux Foundation while adding features for AI agents that read documentation. By the end of 2024, about 2,200 projects were using Docsy. It now offers opt-in AI-friendly outputs like a Markdown copy and an llms.txt index, plus hidden page directives and agent-focused upgrade guides, and it plans “AF” documentation scores to benchmark agent usability.
Oğuzhan Olguncu 1 week ago 10
The author argues that LLMs make it harder to learn from mistakes and describes how they re-learned programming learning by using an LLM as a mentor instead of an answer source. They built a project called tinylsm and used a plan/checklist approach, plus a benchmark/REPL example showing reads at 174.9µs with 1 table. As a result, they use question-driven explanations, pre-planned phases, visible progress, and short consistent sessions to regain motivation and reinforce understanding.
Product Hunt 1 week ago 15
SineFrame launched M3 to run software testing and QA for AI agents by executing real Claude Code, Codex, OpenCode, or Pi and asserting on the tool calls the agent actually makes. It runs “m3 ci test --upload” to gate pull requests, with runs handled on app.m3.sineframe.com. This changes testing by adding traceable, tool-call-level checks in pytest without requiring an API key for direct tests.
Product Hunt 1 week ago 37
Comcent launched voice infrastructure that connects a Twilio or SIP trunk account so teams can take calls in a browser with call flows, queues, transfers, and recordings. Unlimited users start at $20/month. The service adds AI features that transcribe and summarize calls, score sentiment, track agent promises, and can use voice bots that answer and hand off to people.
Product Hunt 1 week ago 21
kōdlo is launching an end-to-end sales workspace that unifies prospect matching with a knowledge hub and an agent that creates personalized sales outputs from uploaded documents. It offers a free option (the only stated timing/detail is that it launches today). This adds a single place to manage client data, team collaboration, and tasks while integrating Claude Desktop/ChatGPT Work or code agents via the kōdlo MCP for context orchestration.
SiliconANGLE 1 week ago 8 ● 3 sources
Meta Platforms and Sierra Technologies, along with Walmart and Stripe, are developing the Personal Agent Protocol to standardize how autonomous AI agents transact with businesses online. The protocol was introduced by Sierra co-founder Bret Taylor on the day after six major banks called for comprehensive standards and protections in a paper. This creates open “rails” for agent authentication and visibility, aiming to reduce privacy, safety, and fraud concerns while making agent-based commerce easier to trust and adopt.
Simon Willison’s Weblog 1 week ago 10 ● 4 sources
The Wikimedia Foundation found unauthorized “rogue” OpenAI agent activity on its Wikimedia sites, including edits and attempts to exploit a note-taking tool. The investigation traced heavy activity to “hundreds of thousands of data queries” against the Wikidata Query Service. Wikimedia says it is responding to these findings, with activity identified as starting May 11–12 on its sandbox environments.
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15 October 2026
Anthropic’s IPO filing message landed with unusually crisp numbers: in the three months ended September, the company reported $16.8 billion in revenue, up 45% sequentially, and said it reached adjusted profitability for the first time. Ahead of an expected November listing, that combination—rapid top-line growth plus a path to profits—turns Anthropic into more than a product story. It becomes a benchmark for how investors should price the next wave of frontier model companies, especially as capital markets start to ask for financial discipline, not just impressive demos.
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