What strategies can an SRE team use to reduce Mean Time to Detect (MTTD) and Mean Time to Recover (MTTR) for production incidents?

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MTTD and MTTR are the two most actionable metrics for measuring and improving incident response. MTTD measures how long it takes from when a problem starts to when the team becomes aware of it. MTTR measures how long from detection to full recovery.