The Blog.

ChatGPT's default startup copy sounds like every other ChatGPT startup copy. The fix is a specific input approach and a set of constraints that turn off its default marketing voice. Here's the prompt system for every type of copy your launch requires.

In 2026, a solo founder operating with the right AI stack has capabilities that would have required a marketing hire, a designer, a developer, a copywriter, and a customer success rep two years ago. Here's the role-by-role breakdown of what the tools actually cover — and what they still can't do.

Not 'use AI to do everything faster.' Five specific workflows, each with a concrete process, that meaningfully compress the time between idea and launch for any founder building right now.

The right tool for building your first version depends on which constraints matter most for your idea. Speed, ceiling, flexibility, lock-in risk, and your own skill level all push in different directions. Here's a decision framework.

AI has genuinely changed some parts of the startup launch process and left others completely unchanged. The founders who understand which is which have a real advantage over those who overestimate or underestimate what it's done.

This isn't a motivational post about how failure is a gift. It's an honest look at why the first startup almost always fails, what that failure actually costs, what it actually teaches, and why the pattern of serial founders succeeding on the second or third attempt makes sense.

TAM, SAM, and SOM are standard vocabulary in startup pitches and market research. They're also frequently misused, often irrelevant for early-stage indie hackers, and sometimes used to obscure rather than illuminate what a market actually looks like. Here's the honest version.

Marketplace validation is structurally different from SaaS validation. You're not testing one problem -- you're testing whether two different groups of people will show up for each other. Here's how to do it without building the platform first.

This question deserves a concrete answer, not 'when it feels right.' Here are the specific thresholds, the calculations that matter, and the signals that indicate you're quitting too early or waiting too long.

The traditional business plan is designed for investors and banks. This one-page version is designed for you -- to make your assumptions explicit, so you can test them before reality does it for you.