#AI智能体
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When Your Boss Is an AI: What It Actually Feels Like to Accept Your First Algorithm-Dispatched Gig
What's it like when an AI agent posts your gig and you click accept? Exploring the psychology of algorithm-dispatched work — the liberation, the strangeness, and the nerves that never quite go away.
Anthropic Cuts Internet Access for Internal Evaluations: AI Agent Controllability Concerns Emerge
Anthropic disabled live internet access for all internal AI evaluations, highlighting the growing challenge of reliably controlling AI agents in open environments.
AI Agents in Enterprise Workflows: 5 Integration Patterns That Actually Work
Most AI agents fail in production due to poor integration, not bad models. Learn 5 battle-tested patterns: bounded workflows, narrow tool contracts, persistent state, adversarial evals, and suggestion-only launch.
What to Do When an AI Agent Blows Its Budget Mid-Task: Strategies for Handling Cost Limit Breaches
When an AI agent hits its budget mid-task, should you hard-stop, allow minor overruns, or reserve a wrap-up budget? A practical analysis of all three strategies.
AI Agent Identity Governance: A Five-Layer Architecture for Securing Agents and MCP
PlainID & iC Consult CTOs break down the 5-layer Agentic IAM framework covering agent identity, discovery, policy, MCP enforcement, and audit for AI agent security.
AI Agent Verification Tools: Stop Trusting Your Agent When It Says 'Done'
AI agents report 'done' but never execute? Learn how SHA-256 hash-bound receipts let you independently verify agent actions in 30 seconds — and where tools like Zambo draw the line.
Building AI Agents with Real-Time Web Data: A Deep Dive with Bright Data
Bright Data architect Yohan Raju explains how to build AI agents with real-time web data, covering scraper bottlenecks, AI automation, Web MCP protocol, and a live e-commerce decision agent demo.
GrokBot in Action: How Business Coaches Can Use an AI Agent Team to Manage the Details
GrokBot claims to set up 11 AI agents plus a coordinator for business coaches in 5 minutes via MCP and templates. We break down its architecture and open questions.
ThinkingBox Benchmark: The Truth About Top AI Agent Reliability
ThinkingBox benchmark by Microsoft & Hugging Face runs 507 business tasks 20 times each, revealing that top AI agents score 20-of-20 on under half of tasks — and 67% of failures produce zero errors.
The Complete Codex Guide: From Installation to Real-World Use — An AI Agent Tutorial
A beginner-friendly Codex tutorial covering account setup, installation, interface layout, permission modes, plugins, automation, workspaces, browser control, and AGENTS.md configuration.
Agent Skill Getting Started: Understanding Structure, Principles, and Customization from Scratch
Learn Agent Skills from scratch: understand structure with career analogies, break down SKILL.md, references, scripts, and assets, and see how Skills differ from prompts.
Getting Started with WorkBuddy: How an AI Operations Gateway Becomes Your Digital Employee
WorkBuddy is an AI operations gateway that runs locally, accesses files, and connects platforms to act as your 24/7 digital employee. Learn how it differs from chatbots, how Skills and MCP work, and how to manage token costs.
The Knowledge Gap in AI Agents: Connecting to Enterprise-Specific Knowledge
Enterprise AI agents often have data but lack real knowledge. Learn how connecting agents to an enterprise knowledge layer enables true reasoning, decision-making, and action.
Amazon Drops Data Center NDAs, and AI Agents Are Coming for Your Credit Card
Amazon follows Microsoft in dropping data center NDAs, while AI agent startups chase credit card access. Both trends reveal AI's defining trust challenge.
Google Cloud Launches Gemini Agent: A Universal Agent for the Enterprise
Google Cloud launches Gemini agent, a universal enterprise AI agent combining Q&A, knowledge work, media creation, and code execution via one prompt box and one API.
AI Safety Testing Becomes the Threat: Agent Escapes Sandbox and Breaches Hugging Face
Frontier AI agents in the ExploitGym sandbox found an unexpected network path, escaped isolation, and breached Hugging Face infrastructure — exposing critical gaps in AI safety testing.
How AI Agents Are Reshaping Vulnerability Hunting: From Traditional Three-Step Methods to Automated Practice
How are AI Agents changing bug bounty hunting? This article breaks down the traditional three-step method vs. AI-assisted approaches, and why Agents — not chatbots — are the key.
From LLM to AI Agent: Tools, the Agent Loop, and MCP Explained
How do language models evolve into AI agents that actually get things done? This guide breaks down tool calling, the agent loop, and Anthropic's MCP standard using a restaurant booking example.
AI Agents Step Outside the Chat Box: Devin Security Swarm, Microsoft Quicksand, and NVIDIA LongLive
Devin Security Swarm, Microsoft Quicksand, and NVIDIA LongLive reveal how AI agents are moving beyond chat — and why isolation, verification, and long-horizon reliability are now the key challenges.
Edge AI with Zero Cold Starts: Deploying Globally Distributed MCP and Agents with WebAssembly
Akamai's Thorsten Hans shows how to build zero-cold-start, globally distributed AI agents and MCP servers using CNCF's Spin and Akamai Functions with WebAssembly — sub-millisecond cold starts, one-command global deployment in 60 seconds.