Stop blaming the model.
Models used to be the bottleneck. Not anymore. If you're still getting AI slop, the gap isn't the model. It's the method. And method is a skill. You don't one-shot a spaceship; you forge it part by part.
Every part follows the same short rhythm. No setup, no blank box, nothing to break.
- Hook
- The idea, and why it matters.
- Explore
- Watch it work in a hands-on interactive.
- Try
- Make the call yourself. Guided, and you can't fail.
- Takeaway
- Keep a reusable cheat-sheet in your kit.
Work at your own pace. Everything you keep lands in your kit to use later.
Five parts. Each one forges a skill; together they assemble the whole.
- 1→
Why your AI sounds generic
When my AI output feels generic and forgettable, I want to give the model the raw material it needs.
- 2→
It's not thinking. It's predicting.
When the model states wrong things with total confidence, I want to see how it actually produces words.
- 3→
Say exactly what you mean
When my results are vague or miss the point, I want to structure the ask with role, task and constraints.
- 4→
Show it what good looks like
When I can't describe exactly what I want, I want to give the model an example of good to copy.
- 5→
You don't one-shot a spaceship
When one prompt can't do the whole job, I want to build the result in deliberate passes.
Systems
Build AI systems that last: skills, agents, orchestration, architecture. One system at a time.
7 systems