database sharding strategies, what works best in practice

hey everyone, looking to get some real world insights on database sharding. were hitting some scaling limits and sharding seems like the next logical step, but the implementation details are daunting. what strategies have you found most effective and manageable? are you going with hash based, range based, or something else? what were the biggest gotchas you encountered when setting it up or maintaining it