For me EDC means single AA. Needs to give good results with Eneloop, and support Lithium as a backup. Alkaline if nothing else is available. Currently I am preferring quite a floody beam, about 90 degrees wide, with no hot-spot. Switch-on must default to dim, with no chance of accidentally getting full brightness.

General use means 18650 or two CR123. Probably should have a hot-spot with some spill, with an adaptor to make it floody.

Colour tint should be warm for both. Colour rendition matters to me more than brightness.

Both should be configurable, to trade brightness against battery life. It should be quantised, not continuous: my one problem with the D10 is that I never really knew how much life a given brightness level would give me. Currently I think the Zebralight interface almost gets it right: 3 main levels, with 2 sub-levels for each, with the second sub-level programmable to a range of options. My current EDC is their SC5Fw, with a high of around 500 lumens and can manage 1 lumen for a fortnight. Their main mistake is defaulting to high. Photo Freedom also has a good UI.

Multiple buttons or controls would be best, if it doesn't compromise water-proofing. My Surefire U2 sets brightness to 1 of 6 levels with a ring around the head, and a clicky at the tail for on/off (soft press for momentary).

Strobes are nice to have only if they don't compromise UI.

I wouldn't buy a light that didn't work with rechargeables, or which only supported a single battery chemistry.

I've no idea about "heavy-duty" torches. My "general purpose" light outputs 1,000 lumens and is good for everything I do, but I don't do search and rescue.
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Quality is addictive.