
Treat requirements as guesses
Requirements are untested hypotheses. Passing them through is how products bloat. Test them and cut the ones that do not hold.

Requirements are untested hypotheses. Passing them through is how products bloat. Test them and cut the ones that do not hold.

The combination of PM, architect, data, and engineer used to look too broad. With AI applications, it is the scarce standard almost nobody brings.

Enough fluency in the neighboring craft to smell a bad trade-off and push back with a real view. Not to become an expert, but to disagree well.

Simple wins, but only if you pay the price. You cannot fill the product, you cannot sprint full throttle. You have to stay in the race.

Chronic urgency is leftover unthought work. Stay with the process you set when it was quiet. Do not join the scramble.

Without a deep model, every decision becomes a guess that hardens into cost. Understanding is required to see what can be removed.