Designing with AI, a rigorous playbook for makers
A clear, smart guide for designers who must learn AI without losing their craft.
Lisa Liu turns common panic into disciplined practice, with hands on lessons and concrete tests.
Her method teaches what to give AI, what to keep, and how to check its work.
This piece reads like a real time field guide, sharing failures, fixes and design rules.
It shows how to build evals, manage agents, and scope projects so they do not drift.
Every insight feels practical, sourced, and immediately usable in product work.
If you lead product, design or brand strategy, this narrative gives a repeatable learning template.
Liu documents the checkpoints every team should build, from data grounding to failing fast with evals.
You will learn how to design prompts as briefs, own the tests that validate AI, and protect customers.
The writing balances humility and authority, so readers trust the experiments and the practical takeaways.
This is not hype, but a working playbook for anyone designing AI features honestly and robustly.
Read it to learn disciplined habits you can adopt this week, then apply them to your next project.
Start now.
Source: uxdesign.cc
