Articles

Software

AI Agents Helped Me Ship Five Products. Two Are Already Profitable.

I shipped five products recently. All within about six weeks. Different stacks, different users, totally different problems. Two of them are already …

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Software

Are Large Software Teams Still Relevant in the Age of AI?

A 5-person team in 2026 can ship what a 50-person team shipped in 2016. AI has compressed the development curve dramatically. The question every …

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Software

How to Validate an AI Product Idea (Before You Spend $50K)

Most AI products fail twice: once when the technology doesn’t work, and again when nobody wants it anyway. Traditional validation focuses on …

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Software

Why AI Broke Product Management (And How to Fix It)

Everything you learned about product management is wrong for AI products. Roadmaps? Useless when underlying capabilities change every few weeks. …

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Software

Everyone Has an AI Problem (Most Are Solving the Wrong One)

Your startup doesn’t have an AI problem. It has a product problem that might be solved with AI. This distinction is everything. Get it wrong, …

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AI

Why 95% of AI Projects Fail (And the 30-Day Fix)

The main reason AI projects fail is simple: companies start with the technology instead of the problem. 42% of companies scrapped their AI initiatives …

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AI

The PodPlaybook: Ship AI Products in 12 Weeks Without Hiring

The fastest way to ship AI products is with a pod—a small, complete team that owns outcomes—not traditional hiring. A 3-4 person pod (ML engineer + …

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