I don't know what to tell you, maybe you're doing it wrong? Maybe you had unrealistic expectations? Maybe you had a cheap or faulty breadboard? Maybe you've never actually used one? I have no idea, all I can say is that millions of people like myself have successfully used solderless breadboards for decades without problems.
Ah yes, the "I haven't had problems so there aren't problems" argument. But many have, and many do get subtle problems.
I suggest you do a few LTspice simulations where you include parasitic inductance and capacitance. I'll do one for a digital circuit.
Consider the ground bounce in a 1" wire (i.e. includes hookup wire and bond leads inside the ICs), the rule of thumb is 1mm of wire has 1nH of inductance, so 25nH. In most solderless breadboard lashups the wires are much longer, so I'm being generous.
Assume 8 digital outputs driving eight 5pF loads (i.e. 40pF in total).
Assume a leisurely 10ns transition time.
Assume each driver has 50ohms output resistance (modern jellybean CMOS is more like 7ohms, so I'm being generous!), so eight in parallel are 6.25ohms.
In the picture below, V1+R1 are the output drivers, L1 is the ground lead inductance, C1 is the load capacitance. Vg represents the ground bounce that is seen somewhere in the circuit (exactly where depends on what you regard as zero volts).
As you can see, even this crude simulation indicates spikes sufficient that the analogue voltage might not be correctly interpreted as a digital signal.
N.B. such things were a problem for some octal buffers, even when correctly mounted on well-designed PCBs!
I invite you to do something similar for analogue circuits, e.g. a simple comparator or amplifier.