This paper presents the Quick Error Detection (QED) technique for systematically creating families of postsilicon validation tests that quickly detect bugs inside processor cores and uncore components (cache controllers, memory controllers, and on-chip interconnection networks) of multicore system on chips (SoCs). Such quick detection is essential because long error detection latency, the time elapsed between the occurrence of an error due to a bug and its manifestation as an observable failure, severely limits the effectiveness of traditional post-silicon validation approaches. QED can be implemented completely in software, without any hardware modification. Hence, it is readily applicable to existing designs. Results using multiple hardware platforms, including the Intel Core TM i7 SoC, and a state-of-the-art commercial multicore SoC, along with simulation results using an OpenSPARC T2-like multicore SoC with bug scenarios from commercial multicore SoCs demonstrate: 1) error detection latencies of post-silicon validation tests can be very long, up to billions of clock cycles, especially for bugs inside uncore components; 2) QED shortens error detection latencies by up to nine orders of magnitude to only a few hundred cycles for most bug scenarios; and 3) QED enables up to a fourfold increase in bug coverage.