I guess the most common airframe related limit would be the amount of fuel available in the collector tanks. This can be as little as 15 secs at high powers
Most unmodified engines have a pretty short time limit associated with the interuption to the oil supply and pressure that is likely to happen under negative g. That goes for recips and turbines.