Environment6 min
VPD drift is a scheduling problem, not a sensor problem
Most rooms don't lose control because the equipment failed. They lose it because nobody was watching the hour the load changed. Here's how to catch it a day early.
Coming soonArticles
Field notes from the grow room and the model.
What we're learning while instrumenting commercial cultivation — written for operators, head growers and the people who sign off on the numbers.
Yield8 min
Why the same strain gives you two different harvests
Genetics get the credit and the blame. In practice, most of the variance we measure traces back to three controllable inputs — and none of them is the cultivar.
Coming soonQuality5 min
Turning 'this one's fire' into a specification
Master growers can pick the top batch by feel. Scoring structure, density and terpene expression makes that judgement repeatable across rooms and crews.
Coming soonCompliance4 min
Compliance should be a by-product, not a project
If your compliance record is reconstructed at the end of the week, it's a liability. When capture happens at the task, the audit trail writes itself.
Coming soonOperations7 min
The real cost of a clipboard
We timed data capture across four facilities. The paper wasn't the expensive part — the decisions made without it were.
Coming soonAI9 min
What a per-farm model actually learns
A general cannabis model knows the average. Your model knows your rooms, your genetics, your crew and your water. That difference is the whole product.
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