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Biochar

Charcoal in the soil, lasting centuries. Put it in raw and it steals a season from you first.

Biochar pile
Biochar pile · Oregon Department of Forestry · CC BY 2.0 · via Wikimedia Commons
COST: Free if you burn brush anywaygarden

What it is

Wood or crop waste burned at low oxygen so it carbonizes rather than ashes, then crushed and worked into soil. The pore structure holds water and gives microbes somewhere to live.

The numbers

Why it's here

It's one of the few soil amendments with a multi-century track record, and if you're already burning brush, the marginal cost of making it is close to zero.

The automation angle

Nothing to automate in the making. What's worth automating is the comparison: a soil moisture probe in a charged bed and an uncharged bed, same crop, same water. Two seasons of that is worth more than everything written about biochar on the internet.

The catch

Charge it before you bury it. Soak the crushed char in compost tea, urine, or finished compost for a couple of weeks so the pores load up with nutrients rather than stripping them from your soil. And set expectations by soil type — if you garden on good midwestern loam, the honest expected gain is small.