Beneficial bugs keep the pests in check, so plant what attracts them to the garden. There are more beneficial bugs like braconid wasps and ground beetles, which prey on caterpillars. Even the praying mantis, which isn’t technically a bug, eats many destructive bugs, such as crickets, moths, caterpillars, and beetles.