TL;DR: Context engineering is the discipline of controlling what information an AI model sees when it generates a response. Research shows AI quality degrades as context grows, even before the window is close to full. For founders using AI in their work, the takeaway is practical: structure beats volume, long conversations produce worse results, and…

TL;DR: Most SOPs fail not because they’re written incorrectly, but because they describe work as it should happen rather than how it actually does, and get stored somewhere nobody checks. A usable SOP maps reality, stays short, lives where your team already works, and belongs to the person doing the task. This post covers what…

TL;DR: A weekly improvement review is a 45-minute solo session where you check your issue log, spot the pattern behind what broke this week, and fix one thing before the session ends. No team needed. No slides. One input, one output. Done consistently, it’s how most operational problems get solved before they’ve repeated fifty times.…

TL;DR: Demographics tell you who someone is. They don’t tell you what’s breaking down in their business right now, or what they’re trying to protect. For a service business, those are the only two things that matter when deciding whether you can actually help someone. TAW qualifies clients by situation, not profile. Here’s why. Two…

TL;DR: Most documentation efforts fail because they’re treated as projects. You block a weekend, write things you never maintain, and abandon the whole thing by Tuesday. Minimum viable documentation works differently: capture what you do while you do it, in the simplest format that actually gets used. This post covers when to start, what to…

TL;DR: The real difference between working with AI and working alone isn’t speed. AI doesn’t register your fatigue as a reason to stop. That passive, zero-pressure presence keeps sessions alive past the point where solo work usually dies, and almost nobody is talking about it. You’ve stopped not because the task was done, but because…

TL;DR: “Work on the business, not in it” gets repeated constantly and defined almost never. It is not about stepping back or thinking big. It is a specific category of work: reviewing what broke, documenting what you already know, fixing recurring friction, and improving systems that are already running. If you have 2 hours a…