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Ai Agents

13 posts on ai agents on The AI Career Lab. Working guides, how-to walkthroughs, and tool comparisons for professionals applying AI to real workflows.

Guides

Guide

The Going Rate for an AI Agent's API Call Is Two Cents — a 78,267-Endpoint x402 Pricing Report

We analyzed the full TOLL·402 dataset of x402 pay-per-call endpoints: median prices, the one-provider trap in the $0.02 mode, how many endpoints actually quote a price, and what to charge for yours.

Jul 10, 202610 min read
Guide

We Built an MCP Server That AI Agents Pay — the Full x402 Loop, Verified On-Chain

A field report on x402 agent payments: per-call USDC pricing on MCP tools, the client-side payment loop nobody documents, and seven gotchas from getting real money to settle on-chain.

Jul 2, 202612 min read
Guide

What Is Agentic AI? AI Agents Explained in Plain English (2026)

Agentic AI is the shift from AI that answers questions to AI that does multi-step work for you. Here's what 'agent' actually means, how it's different from a chatbot, what it can and can't do, and where the real risks are.

Jun 13, 20267 min read
Guide

Claude for Small Business: The Owner's Guide to Anthropic's Free Cowork Plugin

Anthropic ships a free Small Business plugin inside Claude Cowork that runs the back office — cash flow, lead triage, campaigns, month-end close. Here's what it does, how to install it, and where your profession's pack takes over.

Jun 6, 202610 min read
Guide

Can You Let AI Use Your Computer? Claude & ChatGPT (2026)

Yes — both Claude and ChatGPT can now see your screen and click, type, and navigate apps like a person. Here's how to turn it on, the safety guardrails, and why it's a last resort, not your first move.

Jun 3, 20267 min read
Guide

What Is Claude Cowork? A Plain-English Guide (2026)

Claude Cowork is Anthropic's AI agent that does multi-step work on your real files and apps — not just chat. Available on desktop, web, and mobile (July 2026). Here's what it does, what it costs, and how it's different from Claude.ai and Claude Code.

Jun 3, 20267 min read
Guide

AI Agents vs Chatbots for Professionals: What's the Difference and When You Need Each

Chatbots are reactive. Agents are persistent and can take actions. Here's the honest breakdown of which one a professional actually needs in 2026.

Apr 8, 20266 min read

Other

Industry News

Claude Cowork Is Now on Mobile and Web: What Professionals Need to Know

Claude Cowork expanded from desktop-only to mobile and web on July 7, 2026, rolling out to Max subscribers first. Tasks can now run in the background even when your device is off. Here's what changed, what's still desktop-only, and what it means day-to-day.

Jul 7, 20266 min read
Industry News

Why AI Agents Aren't Working Yet — Even Meta's CEO Said So (2026)

At a July 2, 2026 all-hands, Mark Zuckerberg told staff that AI agent progress has stalled despite a $145 billion bet. Here's why agents are harder than demos suggest, what's actually going on across the industry, and what professionals should do right now.

Jul 5, 20266 min read
Industry News

Microsoft Copilot Is Getting Autonomous Agents: What AutoPilot Means for Your Workday (2026)

Microsoft is merging its split Copilot apps into one and shipping a new class of AI called Autopilots — agents that schedule meetings, prep materials, and flag risks without you prompting them. Here's what's changing, what Microsoft Scout actually does, and what it means if you live in Outlook and Teams.

Jul 3, 20267 min read
Industry News

Claude Tag Is Now in Slack: What It Does and Who Can Use It (2026)

Anthropic launched Claude Tag on June 23, 2026 — a persistent AI teammate that lives inside Slack, learns your team's context, and works autonomously on tasks. Here's what it does, who can use it now, and what it means for the old Claude Slack app.

Jun 23, 20266 min read
Industry News

OpenAI Says 'Chat Is Dead': What ChatGPT's Agent App Pivot Means for You (2026)

OpenAI is rebuilding ChatGPT from a chatbot into a full agent app — able to handle multi-step tasks like booking travel, writing code, and managing projects with minimal input. Here's what's changing, when, and what it means if you use ChatGPT for work.

Jun 7, 20266 min read
Industry News

What Is Gemini Spark? Google's 24/7 AI Agent, Explained for Professionals

Gemini Spark is Google's new autonomous AI agent, live in beta for Google AI Ultra subscribers. It runs 24/7 in the cloud — even when your laptop is closed — and can take action across your Gmail, Calendar, and Google Workspace. Here's what it actually does, what it costs, and whether it's worth upgrading.

Jun 3, 20266 min read

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