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Scale Without Chaos

Practical frameworks, real lessons, and operational playbooks from 13+ years of building and scaling distributed teams.

Building with AI
·9 min read

The Technical Due Diligence Questions Investors Will Ask

Seed investors increasingly bring in a technical advisor before wiring money. Here is what they check, the answers that end the conversation, and how to prepare.

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Leadership
·10 min read

When Your Technical Co-Founder Cannot Scale With the Company

The engineer who built version one is not always the person who can lead version three. Here is how to handle that shift with respect, not a firing.

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Building with AI
·9 min read

What "Senior Oversight" Means When AI Writes the Code

Reviewing AI-generated code is not reading it line by line. Here are the twelve questions a senior engineer asks that the model never does, and what it costs.

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Building with AI
·10 min read

The AI-Assisted Engineering Workflow That Works for a Three-Person Team

Speed with AI coding tools comes from the loop, not the model. Here is the five-step workflow small teams use to ship fast without breaking things.

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Building with AI
·10 min read

Rewrite or Keep? A Decision Framework for Vibe-Coded Products

Most vibe-coded products should not be rewritten, and most should not be kept as-is. A seven-question scorecard tells you which path actually fits.

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Leadership
·9 min read

Leading Engineers When You Cannot Read Their Code

You do not need to read code to lead engineers well. Here are the signals to watch, how to define done, and the weekly cadence that makes it work.

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Building with AI
·10 min read

The Non-Technical Founder's Guide to Not Being Fooled by an AI Demo

AI made demos look finished even when they are not. Here are eight questions that tell you whether your builder shipped a product or a convincing shell.

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Building with AI
·10 min read

Your AI-Built App Has a Security Hole. Find It This Weekend.

A non-technical founder can find the most dangerous security holes in an AI-built app in one weekend, with a browser and this checklist, no code required.

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Building with AI
·9 min read

You Just Raised. Do Not Hire Five Engineers.

Most seed-stage hiring plans call for five engineers by month six. Here is the 12-month sequence we use instead, and why it protects your runway.

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Leadership
·9 min read

Why Your First Engineering Hire Quit After Four Months

First engineering hires rarely quit over pay. I've watched the real reason play out at several startups, and it is fixable before the offer goes out.

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Building with AI
·10 min read

Technical Co-Founder or Fractional CTO? What a Seed Startup Actually Needs

A technical co-founder is a decade-long commitment. A fractional CTO is a reversible one. Here is how to tell which your seed-stage startup needs right now.

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Building with AI
·10 min read

The 7 Ways AI-Built MVPs Fail in Production (And What Each Costs to Fix)

AI-built MVPs tend to break in the same seven places. Here is how to spot each one in minutes and roughly what it takes, in hours, to fix it properly.

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Building with AI
·10 min read

MVP Cost in 2026: Agency, Freelancer, AI, or AI With Oversight

Four ways to build an MVP in 2026, agency, freelancer, pure AI, and AI with senior oversight, compared on build cost, fix cost, run cost, and time to market.

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Leadership
·10 min read

The Founder Who Reviewed Every Pull Request (Until Shipping Stopped)

I was the only approval gate for every pull request at a startup I advised. Here is what that cost the team, and the system that replaced me.

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Building with AI
·9 min read

Vibe Coding Is Great for Demos. It Is How Startups Lose Their First Round.

A weekend build can win a term sheet, but it is not the same as software ready for real users. Here is what breaks between demo day and week three.

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Automation
·5 min read

Automating Manual Work: Where to Start

Every startup has processes that run on spreadsheets, emails, and human memory. Here's a practical framework for identifying what to automate first, and what to build vs. buy.

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Team Scaling
·5 min read

Why Your Smart People Aren't Productive (And How to Fix It)

You hired great people. The work is still slow. The problem isn't the people. It's the system they're working inside. Here's how to diagnose it and fix it fast.

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Team Scaling
·5 min read

Scaling from 10 to 30 People Without Losing Your Mind

The jump from 10 to 30 people is where most startups break. Here's what actually happens, and the playbook we use to help founders navigate it without losing their best people.

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Engineering
·4 min read

Work-Life Balance for Software Engineers: Five Strategies That Actually Work

Software engineering is one of the easiest careers to let consume everything. Here are five concrete strategies for maintaining balance without sacrificing quality.

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Career
·3 min read

When to Leave a Sinking Ship: A Scientific and Social Perspective

How do you know when it's time to leave a declining company? Drawing on personal experience and scientific research, here's a practical guide to recognizing the signs, and making the move wisely.

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Engineering
·3 min read

AI vs Coders: The Speed Battle

AI can generate code up to 100 times faster than a human developer. Does that make coders obsolete? Not quite, but it does change everything about how we work.

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Engineering
·4 min read

Long Live JavaScript: An Ecosystem to Rule

JavaScript has been declared dead more times than any language in history. It keeps thriving. Here's why the ecosystem is stronger than ever, and why it's worth betting on.

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Engineering
·3 min read

The Absurdity of Unrealistic Tech Job Descriptions

Internships that demand full-stack expertise. Junior roles that require 5 years of experience. Single engineers expected to master 15 unrelated technologies. Something has gone wrong with how tech companies hire.

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Leadership
·3 min read

Remote Work: One Size Fits None

Remote work works brilliantly for some people and poorly for others. The best managers recognize the difference and build flexibility into their approach.

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Leadership
·3 min read

Hire Professionals, Not Amateurs: The Real Cost of Cutting Corners

Hiring amateurs to save money is one of the most expensive decisions a business can make. Here's why the math almost never works out.

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Leadership
·3 min read

Stop Asking for Cover Letters

Cover letters consume time on both sides of the hiring process and reveal almost nothing useful. There's a better way.

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Leadership
·3 min read

The Probation Period Is Your Best Hiring Tool

Technical interviews and take-home assignments are imperfect proxies for real performance. The probation period gives you something far more reliable: actual work in actual conditions.

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Leadership
·4 min read

Why Projects Fail: The 10 Root Causes

Most failed projects weren't killed by bad luck or lack of funding. They were killed by predictable, avoidable mistakes. Here are the ten most common ones.

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Leadership
·3 min read

The Impact of Emotional Intelligence on Your Career

IQ gets you in the room. Emotional intelligence determines how far you go once you're there. Research shows EQ accounts for roughly 80% of personal success.

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Leadership
·3 min read

The Secrets Behind Project Success: Leading People

Resource management gets all the attention. People leadership is what actually determines whether projects succeed or fail.

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