Build with AI

For two years my agents only worked when I did. Then a newsletter went out while I was over the Rockies with the wifi off. Here is the one rule for where each agent should run.

Tracy Angwin had 20 years of payroll training locked in her head and a declining classroom business. Here is how a small team traded a mountain of human hours for AI tokens and built a real product: Payroll IQ.

The old way to stand up a real internal system took a team of engineers, DevOps, and months. We built one in roughly 100 human hours by designing the workflows and letting AI build. Here is what that actually buys a company.

The old way needed a team of engineers plus DevOps to stand up a real system. I built the Edge8 operating system a different way: design the workflows, let AI build, bring engineers in to harden. Here is the honest version.

AI prompt libraries quietly break every time models improve. Here's why your prompts stop working, what skills actually compound, and who to hire for the shift.

How to choose an AI model setup for your business: apps only, API access to any model, or self-hosted open-weight models. The real tradeoffs at each level.

Most companies buy AI tools when they need an AI program built on their own data. I built one on myself in a day, and it told me the truth about how I lead. Here is the difference, and why it is the whole game.

Learn how founders are using AI automation to go from a raw idea to a published, interactive blog post in under 30 minutes, without a content team.

AI hallucinations are the hidden flaw in today's most powerful systems. Here are five proven strategies to detect and reduce them before they spread.

Most companies don't fail at AI because of the tech. They fail because no one owns it. AI agents need managers, engineers, and real teams, just like people.

Legacy businesses represent the highest expression of professional accomplishment. Today's AI can transform decades of accumulated expertise into scalable assets, books, frameworks, training programs, that continue providing value long after you've moved on.

AI agents are transforming how meetings work, from automated note-taking and action item extraction to pre-meeting research and post-meeting follow-up. Find out if your team is ready to unlock these productivity gains.

AI research tools are dramatically changing what's possible for individuals and teams doing knowledge work. Here's a practical framework for integrating AI into your research process to get faster, more comprehensive, and more reliable results.

Everyone's treating AI prompting like magic spells, but GPT-4.1 demands we think like architects. The latest OpenAI guide reveals a fundamental shift: from linguistic creativity to instruction architecture.

Forward-thinking marketers are discovering that ChatGPT AI conversations can be goldmines of authentic, ready-to-use content. Here's how to systematically capture and repurpose these conversations into marketing assets across every channel.

Want to create Typeform surveys with AI in minutes instead of hours? Here's exactly how to leverage Claude AI to transform a lengthy document into a sleek, user-friendly Typeform survey, complete with workarounds for platform limitations.