Why the same fault gets misdiagnosed repeatedly.
Most incorrect diagnoses come from treating the fault code as the answer. A P0300 random misfire code names the symptom and nothing else — the cause might be a coil, a carbon-loaded intake port, a failing high-pressure fuel pump, a vacuum leak, or an injector with a drifting flow rate. Replacing the cheapest plausible part and clearing the memory looks like a repair for about a week.
The alternative is to measure. Fuel trims tell you whether the engine is running lean and at which load. Misfire counters tell you which cylinder and under what conditions. Rail pressure deviation under load separates fuelling from ignition. On direct-injection European engines, a borescope through the intake port often ends the discussion in five minutes.
Codes are ranked, not equal
Stored, pending and permanent codes carry different weight, and the order they set in matters. Clearing the memory before recording it destroys the most useful evidence you have.
Conditions matter more than counts
A fault that appears at 40°C coolant temperature and disappears at 90°C is a different fault to one that only appears at high load, even with the same code.
Wiring before modules
Modules fail far less often than the connectors, grounds and looms feeding them. Back-probing under load finds what a static resistance check will not.

