Analog Basics: ADC and DAC
An analog-to-digital converter looks, from firmware, like a register you read. That framing hides the two things that actually determine whether the number is right. First, the conversion is a comparison against a reference, so the answer is a ratio, not a voltage — and a wrong or noisy reference is invisible in the result. Second, before any comparing happens the converter must charge a small capacitor through your circuit, and if you did not give it long enough, it will confidently report the voltage it managed to reach rather than the voltage that was there.