Anything wooden is going to take a good bit of weight to sink. PVC sinks by itself and is totally snagless, but unfortunately it's not free. The easiest/cheapest method I've found is those bucket types with concrete in the bucket and wood/pvc or something sticking up.

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Set it and forget it.