Why did this trade fail?”

Two answers usually compete:

1. The market moved against me

2. The environment distorted my execution

Most traders stop at the first.

Professionals investigate the second.

Because if your fills, fees, or access conditions shift under pressure, your model is no longer being tested—your infrastructure is.

On Aster DEX, fewer abstractions mean fewer excuses. The trade either worked, or it didn’t. The attribution is cleaner.

D3612D sits there as a fixed parameter, not a variable.

Clarity like that is uncomfortable.

But it removes the most dangerous illusion in trading:

Thinking you’re improving… when you’re just adapting to noise.