Metrics: Quantitative alerts such as reaction time or mistake rates. As an illustration, a gradual rise in payment processing time can indicate upstream delays inside a dependent service right before people observe a slowdown. Use agile, but stay organization-concentrated: Agile operates greatest when groups iterate with honest feedback and tie