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…