Numerical Stability, Error and Stiffness — Cheat sheet

Core rule

Watch for

At $hk=2$, Euler’s factor is $-1$, so magnitude is preserved instead of decaying. This boundary is not asymptotic decay. Step refinement should inspect solution values and qualitative behavior, not only whether the program runs.