Issue tracking should match how engineers ship
Choose issue tracking software based on your delivery model, not generic templates. Teams shipping frequently need lightweight state transitions and fast query workflows, while regulated teams may need heavier controls.
Map your required lifecycle first: intake, triage, execution, review, and release. Then evaluate each tool on how clearly it supports those steps without forcing unnecessary complexity.