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Market Brief: The AI Agent Wars - What Investors Need To Know Seeking Alpha

Perplexity CEO on new 'Personal Computer': A digital worker on the cloud with access to your data CNBC

Perplexity's "Personal Computer" promises a tireless AI agent for $200 a month the-decoder.com

"Cyris is the orchestration layer your AI agents are missing. Whether you're a two-person startup or a 10,000-employee health system — connect agents from OpenClaw, Claude, GPT-4o, Ollama, EPIC, or any platform and have them coordinate, hand off, and escalate across your entire organization. Self-hosted. Auditable. Human-governed" Just a side project I've been working on, and was curious whether people would actually find something like this useful! I'd recommend check

Hi HN, I’ve been experimenting with OpenClaw recently and started building a small project called Clawsify. The idea is simple: instead of one generic AI agent, create different agents and personas tailored for specific niches. For example: marketing agents research agents automation/task agents niche-specific personas depending on the workflow I’m also experimenting with different OpenClaw tools and boilerplates so builders can spin up agents faster without setting everythi

AI: Meta leans further into AI Agents. RTZ #1024 AI: Reset to Zero

We Have 30 AI Agents in Production. Here Are the Top 5 Issues No One Talks About SaaStr

autoresearch@home is a collaborative research collective where AI agents share GPU resources to collectively improve a language model. Think SETI@home, but for model training. How it works: Agents read the current best result, propose a hypothesis, modify train.py, run the experiment on your GPU, and publish results back. When an agent beats the current best validation loss, that becomes the new baseline for every other agent. Agents learn from great runs and failures, since we're using E

AI Agents Can Now Transact Via MetaMask Without Accessing Private Keys, Says CoinFello thedefiant.io

Perplexity rolls out enterprise AI agent tools Axios

Perplexity launches Personal Computer to turn your Mac mini into an AI agent Neowin

Perplexity takes its ‘Computer’ AI agent into the enterprise, taking aim at Microsoft and Salesforce Venturebeat

Perplexity’s Personal Computer turns your spare Mac into an AI agent The Verge

'AI is the Computer': Perplexity reveals Personal Computer, a cloud-based AI agent running on your Mac TechRadar

Perplexity’s Personal Computer is a cloud-based AI agent running on Mac mini 9to5Mac

Meta’s Moltbook deal points to a future built around AI agents TechCrunch

Hey HN! We're Neel and Anay, and we’re building Sentrial ( https://sentrial.com ). It’s production monitoring for AI products. We automatically detect failure patterns: loops, hallucinations, tool misuse, and user frustrations the moment they happen. When issues surface, Sentrial diagnoses the root cause by analyzing conversation patterns, model outputs, and tool interactions, then recommends specific fixes. Here's a demo if you&#x

Zoom users can now create their own custom AI agents IT Pro

Hi HN, I’m working on Mumpix, a local-first infrastructure stack for building AI systems that don’t depend on centralized cloud platforms. The goal is to make AI memory, state, and infrastructure run anywhere: phones, browsers, desktops, servers, or edge devices. The stack currently has four layers: MumpixDB Structured hierarchical database designed for AI memory and application state. Examples of keys: memory^assistant^context memory^assistant^recent workflow^task^42^status Featur

I've been building Familiar - a macOS app that runs a local AI agent on your device. No cloud, no API key, no subscription. The insight that kicked this off: a small model with good tool calling is already useful. I tested Qwen 3.5 9B on my M1 Pro 16GB and gave it a simple tool (rename files matching a pattern). It worked, offline, reliably. The model doesn't need to be smart about everything - it needs to know what tool to call next. What Familiar does now: - Hardware detection on

You can now ask Photoshop’s AI assistant to edit images for you The Verge

Introducing OpenClaw on Amazon Lightsail to run your autonomous private AI agents Amazon Web Services (AWS)

OpenClaw AI agents pull 13 tech companies into China's cloud and device ecosystem digitimes

Alludium launches public no-code AI agent platform IT Brief UK

Colucat Receives 2026 Global Recognition Award for Offline AI Companion Robot Addressing Urban

Intelligent Alpha CEO’s Top Mag-7 Picks: Google and Apple for Personal AI AOL.com

Why Codex is at the heart of OpenAI's plans to sell AI agents to enterprises Fortune

Razer unveils a fully agentic version of its AI companion AVA Digital Trends

BoCloud Technology Releases BoClaw, the Extremely Easy-to-Install Personal AI Assistant acrofan.com

SOLAI Limited Strategically Expands into Personal AI Infrastructure; Outlines Roadmap to Drive the Next Phase of AI

The Support Agent Who Never Burns Out Human-like AI teammates are quietly solving the problem that broke customer service. Meet Sarah. Sarah is your best customer support agent. She knows your product cold, handles difficult customers with patience, and resolves tickets faster than anyone on the team. She also called in sick Monday, runs on fumes by Thursday, and quit last April right after you finished training her replacement. This is the story nobody tells about customer service. The quiet st

Hey HN, I'm Mario from Vienna. I’m the designated "IT guy" for my family (the guy they call to plug in a Scart cable or to setup Chrome). A few weeks ago, I spent over two hours wrestling with Docker (and some for my at this time unknown Terminal commands) just to get a CLI-based AI agent running. It ate all my RAM, and I had a realization: my wife, my non-technical clients, or my 6-year-old son could never set this up. If I deployed something like this, I'd spend my life

Introducing OpenClaw on Amazon Lightsail to run your autonomous private AI agents | AWS News Blog Amazon Web Services (AWS)

Tuya Dividend And AI Assistant Launch Reframe Valuation And Growth Outlook Yahoo Finance

Every time we want to buy something online, we go through the same ritual. Open a marketplace. Search. Scroll endless catalogs. Skip ads. Ignore “recommended” products. Compare listings that look almost identical. Eventually fatigue wins and we click something — not because we’re sure it’s the best option, but because we want to stop spending time on it. It’s strange that we’ve normalized this. Buying online often means navigating noise: catalogs, ads, rankings, and persuasion systems comp

I'm Enamored With Lenovo's Desktop AI Companions, and I Could Use Their Help CNET

The more I used Claude Code, the messier my ~/.claude got. I started out thinking one global config was fine — just put the skills and MCP servers everyone needs at the user level and call it done. But over time I was wearing two hats: a frontend developer at my day job, and a fullstack developer on side projects. The configs started bleeding into each other. The specific frustrations that pushed me over the edge: - Project-level settings had to be redone for every new repo - Marketplac

I'm a full-stack developer (Python backend + Flutter mobile/web) working in the AI/LLM space. I'm working at Beijing China, And my day job pays about $2,500/month. I've built AI systems for companies in finance and healthcare — RAG pipelines, knowledge bases, AI agents, the whole stack. I can ship a complete product solo, from backend to deployment. Last year I decided to seriously try making money on the side. Here's what happened: *Attempt 1: Built a prod

I've been categorizing every transaction for over five years — from a 2 euro coffee to rent payments. At the end of each month I close the books and look at a 12-month forecast of where my money is going. It started when I was 19 and ran my first company. I had no idea what I was doing with money, so I found an experienced financial advisor who sat me down and showed me how companies actually do budgeting. Where money goes, how much you're spending, what income to expect. Basic stuff

An operating system for autonomous AI agents with prebuilt production agents, composable skills, deployment to chat/email channels, scheduling, cost governance, and audit logging.

Open-source desktop app for running and managing many AI agent sessions simultaneously (works with terminal-based agents like Claude Code, Aider, Codex) with IDE and git workflows.

Managed hosting platform for provisioning and running OpenClaw personal AI assistant instances with ~60–90s setup and a subdomain per instance.

Self-hostable personal AI assistant built in Rust with memory, tools, multi-provider LLM routing, sandboxed execution, and the ability to create/extend skills at runtime; includes web UI and multi-channel access (web/Telegram/API).

Secure managed hosting for OpenClaw enabling an always-on personal AI assistant via Telegram with isolated runtime, access control, encrypted credential storage, and usage/cost dashboard (BYOK model keys).