#AI智能体
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Hermes Agent OS Explained: Unifying Scattered AI Tools Into a Local Operating System
Hermes Agent OS unifies scattered AI tools into a local operating system with a four-layer architecture, shared memory, and a default-deny approval system — built for non-technical users.

CUA + Claude: Building an Autonomous Desktop AI Agent with Python — A Full Walkthrough
Learn how to build an autonomous desktop AI agent using the open-source CUA library and Claude Sonnet in Python — complete with core code walkthrough.

AI Agents for Beginners: Goals, Tools, and the Reasoning Loop Explained
A beginner's guide to AI Agents: break down goals, tools, and the reasoning loop, then build a no-code Gmail + Google Calendar agent with BASE44 Super Agents.

Hermes Agent New Feature: Give Each AI Agent Its Own Dedicated Cloud Screen
Hermes Agent's latest update gives every AI agent its own dedicated cloud Linux desktop, enabling real-time visibility, scheduled tasks, and secure local isolation.

Build Your First Make.com AI Agent in 16 Minutes: A Complete Beginner's Guide
Learn to build your first Make.com AI Agent from scratch in 16 minutes. This guide breaks down the 4 key elements and walks through a real company research agent — no coding required.

WorkBuddy: Tested All 434 Experts — Only 10 Actually Get Things Done
Bilibili creator Tianji tested all 434 WorkBuddy experts and ranked them into 5 tiers. Only 10 truly get things done. Read the tier list, top picks, and how to use them.

7 Real-World Hermes AI Agent Workflows: From Meeting Follow-Ups to 24/7 Monitoring
7 real-world Hermes AI agent workflows: auto meeting follow-ups, inbox sentinel, 24/7 monitoring, client churn radar, unified memory, mobile control & morning briefings — plus key safety principles.

OpenAI Codex Goes Fully Cloud-Native: Start Tasks on Mobile, Pick Up on Desktop — Agents API Now in Public Beta
OpenAI's Codex is now fully cloud-based with cross-device async execution. The Agents API enters public beta with Hosted Memory, Computer Use, and zero-data-retention private deployment.

Do AI Agents Need an Entirely New Security Model? Why Traditional Approaches Fall Short
AI agent behavior is shaped by tasks, files, tools, and model interpretation — making traditional security models obsolete. Explore prompt injection risks and the design of an AI Agent-specific security paradigm.

Context Language Model: Let AI Agents Edit Their Own Context — No More Summarization
Meta & UW propose Context Language Model (CLM), letting AI agents rewrite their own context like editing code — outperforming summarization on BrowseComp-Plus by 11%.

n8n in Practice: How Software Testers Can Build Their First AI Agent
A hands-on guide for software testers on building their first AI agent with n8n: covering core concepts, four deployment options, and a full requirements analyzer walkthrough.

Umbral OS Adds MCP Support: Giving AI Agents Their Own Dedicated Computer
Umbral OS adds MCP server support, letting AI agents like Claude Code and Codex connect to home devices, run a full OS, and operate with precise permission controls.

Why Is Claude Code So Smart? The Secret Is the Harness, Not the Model
Claude Code's intelligence comes from harness engineering, not just the model. Learn how agentic loops, MCP, persistent memory, and model hot-swapping work together.

Grokbot: Build 8 AI Agents in 5 Minutes to Lighten the Load for Writers
Grokbot lets writers set up 8 AI agents and a coordinator in 5 minutes, covering research, style editing, and book promotion — powered by MCP and templates.

WorkBuddy Beginner's Guide: Getting Started with AI Agent Productivity — Zero Experience Required
WorkBuddy beginner's guide: learn how AI Agents differ from LLMs, how to download and install WorkBuddy, and how to use it to organize files — no tech background needed.

AI Agents Reportedly Identify Two Room-Temperature Magnetic Semiconductor Candidates
AI agents based on Opus 5.5 reportedly identified two room-temperature magnetic semiconductor candidates. We analyze the technology, the role of AI agents, and why caution is warranted.

AI Programmer Devin Hits $1B Annualized Revenue, Cognition Valued at $48B
Cognition's AI software engineer Devin has crossed $1B in annualized revenue run rate, doubling in one summer. The company raised $2B+ at a $48B valuation with clients including NVIDIA, Goldman Sachs, Mercedes-Benz, and the U.S. military.

Free n8n Workflow: Use an AI Agent to Automatically Follow Up on Silent Quotes
A free n8n workflow that uses an AI agent to auto-follow up on silent quotes: Day 2 email, Day 7 SMS, Day 14 final check-in — written in your voice, won deals skipped automatically.

AI Agents vs. Traditional Automation: Why Byteflow Can Handle the Unexpected
Traditional automation tools like n8n and Zapier break when reality deviates from the script. Byteflow's AI agent uses dynamic decision-making and recovery loops to handle the unexpected.

MCP Events and Webhooks: Moving AI Agents from Passive Waiting to Active Response
MCP is defining an events and Webhook mechanism to shift AI agents from passive polling to event-driven real-time response. Learn how it works and what it means for agent architecture.