A performance engineering platform using one or more probes and one or more searchable tags is described. In an embodiment, a set of attributes of a system to be monitored are determined. Based on the attributes of the system, one or more probes that include functionality to detect data from the system are identified. Data is detected from the system using at least one of the probes. In an embodiment, one or more reports are obtained. The reports are based on data detected by a set of probes. An association between a particular searchable tag and one of the set of probes is received. Responsive to receiving the association between the particular searchable tag and the probe, report values, associated with a subset of the data detected by the probe, are identified. Further, the report values are tagged with the particular searchable tag.