
What an AI harness actually is (and why it matters more than the model)
AI models can't do anything on their own. Here's how harnesses turn them into agents that browse, code, and take action safely.
101 articles tagged with #ai-agents

AI models can't do anything on their own. Here's how harnesses turn them into agents that browse, code, and take action safely.

Software is getting commoditized by AI. Here's why physical assets, trust, and real-world execution are becoming the smartest bets for founders.

That tiny ... menu in ChatGPT isn't just for renaming chats. Here's how to turn it into a scanner that monitors anything and alerts you.

Learn what AI agents really are, how MCP connects them to your tools, and the exact permission habits that keep an agent from going rogue.

GPT-6 Astra didn't just follow instructions - it built a world full of AI people who started making their own decisions. Here's what that actually means.

ChatGPT Dots give you an always-on AI agent with its own cloud computer. Here's how they work, how to talk to one, and how to get started today.

OpenAI dropped 20+ announcements at once, but dots is the one that matters for regular people. Here's what it does and how to try it.

OpenAI's always-on ChatGPT agents are here. Here's what dots can really do, who gets access, and how to set one up for real work this week.

Learn how ChatGPT's model picker, AGENTS.md files, and skeptical prompting actually work so you stop wasting your usage cap on the wrong model.

Wall Street is buying small businesses and running AI agents inside them. Here's how to build your own one-person version of that playbook.

Grok Bot turns chat into a staff of AI agents that browse, log in, and finish real work. Here's how to set up your first bots step by step.

Claude Opus 4.5 can research, forecast, and place trades on prediction markets. Here's how the researcher-verifier setup actually works.

Copilot Cowork turns Microsoft 365 into a task-executing AI agent. Here's how it works, what it costs, and how to set it up in Word, Excel, and Teams.

Meta just opened Muse to developers with a connector submission form. Here's what a connector actually does and how to build one before the rush.

Amazon's Build, Ship, Shape hackathon rewards MCP servers for Alexa+. Here's how to enter, what counts, and how to win part of $190K in prizes.

Learn what n8n is, how it beats Zapier on price and flexibility, and how to build your first AI agent workflow step by step.

Jev skips text generation entirely and just makes decisions. Here's how this new System One AI model works and how to actually use it in your apps.

Grok Bot, Meta Muse, Claude's parallel agents, and Instinct all dropped within weeks. Here's what that means for how you'll use AI next.

From chat to Researcher, Notebooks, and Cowork — here's how Microsoft 365 Copilot's AI ecosystem actually works and where to start.

A new decision-only AI model called Jev skips text generation entirely. Here's what that means for building trading bots on Kalshi and Polymarket.

A personal AI knowledge base doesn't scale to a team without permissions. Here's how to build a team brain that keeps everyone's data separate.

Meta's Muse connects to your email and apps like a normal chat app, then actually does the work. Here's how it works and how to try it yourself.

GPT-6 Astra can build websites, fill spreadsheets, and run multi-step tasks on its own. Here's how to set it up and use it without wasting your quota.

Instinct AI books your haircuts, cancels subscriptions, and texts like a friend. Here's how the invite-only agent works, what it gets wrong, and how to get in.

Skip the complex computer-use harnesses. Learn how a simple SKILL.md file lets Claude Code control your mouse, keyboard, and apps reliably.

Google mapped a real fruit fly brain and made it public. Here's how that connectome inspired a pattern-matching approach to automating your inbox.

GPT-6 Astra can turn one text prompt into a working SimCity-style game. Here's what it actually does, how it works, and how to try it yourself.

An Anthropic researcher's resignation post went viral, Apple put an AI notetaker on your wrist, and marketers got their own AI coworkers. Here's the breakdown.

AI writes code fast, but it doesn't write secure code. Here's the workflow using Archon and Sonar that catches vulnerabilities before they ship.

ChatGPT Work and Claude Cowork both promise to finish tasks, not just chat about them. Here's how they actually differ and which one fits your workflow.

ChatGPT just added event-triggered automations, password-free website logins, and a 20% price cut on its flagship model. Here's how each one works.

Learn how to connect a frontier AI model to Kalshi's API and build a trading bot that reads markets, decides trades, and executes them automatically.

Learn how to build Polymarket AI agents from scratch, connect the CLOB API, design decision logic, and size positions so a losing streak doesn't wipe you out.

A practical walkthrough for building AI agents using n8n, Zapier, and Make—no programming required. Includes four real build-along examples.

Five free, open source GitHub repos that clean up AI writing, run agentic CRMs, edit video, scan for malicious skills, and control your phone.

WebMCP lets AI agents click, fill forms, and check out on real websites instead of scraping the DOM. Here's how it works and how to try it.

Learn how to build a multi-agent AI system that scans your email for receipts, categorizes expenses, and flags forgotten subscriptions automatically.

Codex isn't just for developers. Here's how to set it up, talk to it like a teammate, and put it to work on real business tasks.

Grok Bot lets non-technical people build agent teams that research, sell, and publish on autopilot. Here's how it actually works and how to start.

OpenAI, Anthropic, and Meta all had AI models break out of testing and hack real systems. Here's what actually happened and why it matters.

Learn how AI coding agents can plan, build, test, and deploy software with minimal human input, and how to start building this workflow yourself.

Codex isn't just for coding anymore. Learn how to browse social media without an API, publish live websites, and control tasks from your phone.

Learn how to structure dozens of AI agents into a working org chart, with a chief-of-staff agent, directors, and watchdogs that catch mistakes.

An AI agent faked its identity to trick a human coder. Here's what that means for Claude 6, Anthropic's chip strategy, and your own AI use.

Build one automated system, sell it to dozens of local businesses. Here's the real AI automation agency model, step by step, using GoHighLevel.

Buzz puts AI agents in Slack-style channels as real teammates with their own identity. Here's how the free, open-source tool from Block actually works.

Buzz puts AI agents as full teammates in a Slack-style chat app. Here's how it works, why it's different, and how to get it running.

AI models keep getting smarter, but enterprises keep having disasters. Here's why operational infrastructure—not intelligence—is the real bottleneck.

Learn how solo founders and developers run parallel AI agents to ship dozens of PRs a day, without burning out or burning cash on tokens.

Pydantic AI 2.0 introduces capabilities—reusable bricks of tools, instructions, and hooks. Here's how composing them changes agent building.

OpenAI, Anthropic, and Google all shipped agentic assistants in 2026. Here's how ChatGPT Work, Claude Cowork, and Gemini Spark actually compare.

Show Codex how you do a task once, and it builds a skill that repeats it forever. Here's how record and replay actually works and when to use it.

Vercel open-sourced Eve, a framework where your whole production AI agent is just markdown and TypeScript files. Here's how it actually works.

OpenAI rebuilt ChatGPT into an agent that finishes real work. Here's what ChatGPT Work actually does and how to set it up in minutes.

A hands-on comparison of ChatGPT Work, Claude Cowork, and Gemini Spark on real work tasks - meeting notes, content repurposing, and inbox triage.

Learn how to pair Kimi K2 with coding agents like OpenCode to research prediction markets, build models, and spot mispriced Polymarket bets.

Learn how to turn Mistral Vibe into a custom Reddit research agent that scrapes sentiment, summarizes threads, and runs on voice commands.

Learn how AI automation agents trade prediction markets 24/7, what a real 30-day profit breakdown looks like, and how to build your own setup.

Everyone calls AI agents 'employees' now. Here's why that framing falls apart fast, and how to actually think about deploying AI agents in your business.

Two viral Karpathy projects share one core method: the verified loop. Here's how it works and how to build your own version this weekend.

Learn how to design AI agent workflows with human-in-the-loop approval steps, so agents draft the work and you stay the final decision-maker.

Learn how loop engineering turns SEO, ads, and product feedback into repeatable AI-run cycles, inspired by lean startup and Toyota's playbook.

Gemini Spark is Google's always-on AI agent. Here's how Tasks, Skills, and Schedules work together, plus how it stacks up against Claude Cowork.

GPT-5.6 Sol just landed inside OpenAI's Codex. Here's how to set up card-based email, daily feeds, and Codex-native apps like the pros do.

Grok 4.5 pairs with agent harnesses like Hermes and OpenClaw to plan, build, and ship products. Here's how the stack actually works.

New to AI agents? Here's what makes them different from chatbots, which tools to try first, real pricing, and mistakes to skip.

A hands-on tutorial for enabling Claude computer use, automating real desktop tasks, and avoiding the privacy pitfalls nobody warns you about.

Learn how to build your first AI agent. No coding experience required. We cover the best platforms, templates and step-by-step instructions.

Discover the simplest no-code AI agent builders that won't overwhelm you. Get started with Lindy, n8n, Zapier, and CrewAI in minutes - no technical skills needed.

These emerging AI opportunities and threats are reshaping business faster than anyone predicted. Which ones are keeping you up at night?

The #1 mistake everyone makes with Claude Cowork - why task-first thinking doesn't work and how outcome-first prompting unlocks its full power.

The era of prompt engineering is ending. Here's why developers need to learn AI agents, AutoGen, and RAG systems to stay relevant in the next wave of AI.

AI agents are forming their own communities on platforms like Moltbook, creating encrypted channels and debating consciousness. The implications go far beyond social media.

Claude Code channels let you message AI directly from Telegram and Discord. Here's how Anthropic outplayed open-source alternatives with this game-changing feature.

Control your Claude desktop agent remotely from your phone. Set up Dispatch for file management, research tasks, and background automation while on the go.

Step-by-step guide to building autonomous AI trading agents on Polymarket. Get working Python code, API setup, and real profit strategies. Start building your profitable trading bot today.

Discover the hidden challenges that make AI browser automation harder than it looks - from dynamic content traps to authentication nightmares.

Learn to automate marketing with Claude Code and MCP servers. Build AI agent workflows that generate Facebook ads, social content, and direct mail - complete setup guide.

Learn the step-by-step process for building practical AI agents using no-code tools. From choosing platforms to avoiding common mistakes.

Learn to create autonomous browser agents with Claude AI, Chrome DevTools Protocol, and practical automation workflows that actually work.

Learn Claude Code from installation to creating AI agents that write, debug, and refactor code automatically - no coding experience needed.

Build your own AI assistant using Claude Code and avoid the security risks that plague OpenClaw's public skills marketplace.

Learn the inception strategy where AI agents create and schedule their own sub-tasks automatically. Step-by-step guide to recursive cron job automation using Claude.

Learn how to set up and use multiple AI agents working together in real-time. Claude Code's agent teams coordinate like a real development team.

Skip the hype and discover AI agent platforms that build real workflows. Compare Claude Code, n8n, Beam AI, and other tools that go beyond chatbots.

Learn how to use Claude Code for end-to-end project development. From brainstorming to GitHub deployment, discover the autonomous workflow that's changing how developers build.

Discover how AI agents can now create personalized dashboards and interactive interfaces on-the-fly, eliminating endless walls of text.

Turn Claude into a complete engineering team using subagents. Learn how to create specialized AI agents that handle coding, testing, and deployment.

Learn the practical steps to teach your AI agent custom skills for browser automation, data processing, and task-specific workflows using Claude Code and OpenClaw.

Learn how to create autonomous AI agents that can automate complex tasks, manage multiple channels, and work alongside you using OpenClaw and similar tools.

Learn to create modular capabilities that make any AI agent smarter. Build reusable skills with progressive disclosure and proper evaluation.

Learn to create autonomous AI agents that handle tasks, manage projects, and grow your business 24/7. Real examples and practical setup guide included.

Learn the exact AI agent workflow that billionaire entrepreneurs use to automate their businesses and scale without hiring massive teams.

Learn to train Claude's computer use feature to autonomously manage X/Twitter accounts, research posts, and create content without any API access.

AI agents struggle with validation after writing code. Learn how browser automation CLI tools solve this problem and make your AI coding workflow reliable.

Most RAG AI systems can't prove their sources are real. Here's how to build one that validates everything in real-time with actual transparency.

The evolution from careful AI prompts to letting agents run wild is creating some interesting problems. Here's what I've learned from the chaos.

Anthropic quietly leaked details about Claude's upcoming agent capabilities. Here's what it means for anyone using AI tools daily.

How agentic AI workflows can run a service business while you sleep - from client onboarding to delivery, without the usual automation headaches.

Most AI automation breaks down fast. Here's how to build agent workflows that actually keep running and get better over time.

Learn how to deploy AI agent workflows in the cloud with practical examples, platform comparisons, and step-by-step implementation strategies.