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Agents now build whole tasks from your description, so your brief becomes the real work. What Notion's spec-driven workflow teaches about briefing AI.
Claude for Small Business caught 17 of 20 planted accounting errors. Stress-test it on your own books, and scope its access before you trust it fully.
AI isn't ending software development. It's scattering it out of the tech giants and into thousands of ordinary companies — and that is the better job.
Six AI labs now ship the same agent. When the demos all look alike, choose on workflow fit, switching cost, data gravity and team habit, not features.
AI gives everyone a film crew. The scarce job left is direction, and the film director is the best role model any of us have for surviving it all now.
A practical guide to using Claude Cowork: what it does well, where it still trips up, and how to brief it so it actually does finish the work for you.
Claude, ChatGPT and Gemini each wrap a model inside a product. Learn to tell the layers apart and you can lower your AI spend and buy software wisely.
NotebookLM — now Gemini Notebook — grounds every answer in your documents, not training data. Using it as a strategy partner that cannot invent facts.
Stanford research finds single agents usually beat multi-agent swarms on equal compute. The swarm tax is architecture inflation eating your AI margin.
Intercom is rebuilding its product so AI agents, not developers, are the primary user. What changes for your docs, errors, pricing, auth, and roadmap.