Thinking in public

Writing

Frameworks, essays, and the thinking behind how I build. Ideas pressure-tested across three careers and dozens of builds.

Topics:
Data

The State of the Solo Builder: 2026

36.3% of startups are now solo-founded. A data-driven report on the solo builder surge, AI leverage, the funding gap, the human cost, and what it actually means for people building alone.

Distribution

Stop Spraying

Thirty comments a day is a 2023 playbook on a 2026 algorithm. The platforms now measure depth, not volume. Here's what the data says, what I'm learning in public, and how to stop being someone else's conversion event.

Distribution

Distribution Is Not Marketing

Distribution starts on day one or it starts too late. Every conversation, demo, and build log is distribution. The mistake is treating it as a launch activity instead of a building habit.

AI

Your Swarm Is a Committee

Spinning up a pile of agents feels like industrial progress. It's usually a committee with a coordination tax. Agent count is the newest vanity metric — and the most sophisticated way to avoid the only question that matters.

Validation

The Build Trap Got Cheaper

AI didn't create the build trap. It just made it free. When building was expensive, reality had a say. Now that building is cheap, you can avoid reality indefinitely.

Identity

I Keep Meeting the Same Eight Builders

After hundreds of conversations with founders, product teams, and creators, the same patterns keep showing up. The trap isn't lack of skill. It's the thing skill lets you hide behind.

Validation

Ten Conversations and One Decision

The gap between you and a founder is not knowledge, not tools, not a better idea. It's ten conversations with people who can tell you the truth, and one honest decision about what the answers mean.

AI

Building AI Is Not Building Software

Your instincts from building software will mislead you when you build with AI. The system is probabilistic, not deterministic. That changes everything about how you ship, test, and talk to users.

AI

The Math Never Works

Every AI project estimate is wrong the same way. The build takes longer, the integration is harder, the users are slower to adopt, and the costs you forgot to count are bigger than the ones you did.

Shipping

Your Stack Is Fine

You don't need a framework. You need users. Choosing tools is the most productive-feeling way to avoid shipping, and AI makes the temptation worse.

Identity

Stop Managing Your Product

You left your PM job to build something. Then you kept doing your PM job. Your backlog is a coping mechanism. Your roadmap is a security blanket. Here's what a solo founder actually needs.

Shipping

Your MVP Worked. Now What?

Your AI feature works in testing. Your first users said it was magic. That's the dangerous moment. Here's everything that breaks when the controlled conditions disappear.

Strategy

Pick Two

You can't win on everything. Pick exactly two things your product will be known for and build your entire strategy around them. Here's how to choose and why three is too many.

Shipping

The Anti-Slop Rules

Your copy sounds like AI wrote it. Here are the words, patterns, and habits that signal machine-generated mediocrity, and what to do instead.

Validation

Where to Find Your Ten

A three-week operational playbook for finding ten real people to have discovery conversations with. Week by week, channel by channel, with anti-thrashing rules built in.