Guide
AI Agents for Business: A Guide for Founders
Dan Cumberland Labs · dancumberlandlabs.com
A founder-audience walkthrough of where agents beat tickets-and-macros setups.
The question it answers
Read with it
- Anthropic's honest advice on when NOT to build an agent is the best filter you will find. anthropic.com Guide Building Effective AI Agents (workflows vs agents) Anthropic
- Lays out the six behaviors that separate a real agent from an ordinary AI tool. lennysnewsletter.com Podcast Make product management fun again with AI agents Lenny's Podcast (Hamza Farooq, Jaya Rajwani)
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Video
What's next for AI agentic workflows
Sequoia Capital / Andrew Ng
- The thread that made agentic the word of the year, with the reasoning attached. x.com Thread Andrew Ng: agentic workflows will drive massive AI progress Andrew Ng
- Explains the shift from chat to action: AI stops being something you ask and starts doing. podcasts.apple.com Podcast Big Ideas 2026: The Agentic Interface a16z
- A concrete before-and-after of chatbots vs agents in the function founders know best. a16z.com Podcast Can AI Agents Finally Fix Customer Support? a16z
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