Debugging a 555 Circuit

While building a 555 astable timer circuit, I noticed that the value of a seemingly unrelated resistor was actually of crucial importance to the overall functionality. Using simple circuit analysis and simulation, I got to the bottom of why exactly this resistor matters: it controls the asymptotic behavior of a timing capacitor.