If you're doing what seems the modern version of "typical high tech" then it's either lots of water changes while tank establishes or have a very good water polishing system in place ... back in the day, tanks started with loads of (cheap) fast growing stem plants while getting established, crypts & "sensitive" plants were added later (after a few weeks to months), those T8 lights put out a lot less intensity so less CO2 demand etc, etc
From my recollections, Amano did frequent 50% water changes even on his big tanks, though as the tanks matured, those 50% water changes might be done at 7-14 day intervals ... he also used considerable amounts of charcoal in his filters.
With new soils/substrates, melting plants, there are a lot of DOC's entering the water column.
If on a water meter, then a large tank can be established with just a partial fill of the tank so water volume is easily reduced by half.
From my recollections, Amano did frequent 50% water changes even on his big tanks, though as the tanks matured, those 50% water changes might be done at 7-14 day intervals ... he also used considerable amounts of charcoal in his filters.
With new soils/substrates, melting plants, there are a lot of DOC's entering the water column.
If on a water meter, then a large tank can be established with just a partial fill of the tank so water volume is easily reduced by half.