AI weather models: what the research measures
What forecast benchmarks can tell a farm operator, and what still needs a local check.
Read articlePractical ag intel for people making real farm decisions.
Dirt & Data covers AI, market data, farm policy, and the numbers behind it all; written for operators and ag teams who need to act, not just read.
Published articles
Precision spraying: savings and limits
A closer look at reported herbicide savings, their limits and the costs of using the equipment.
Read article2026 farm tax changes
A dated overview for discussion with a qualified tax professional. Check current rules and your own circumstances.
Read articleAI in agriculture: what is real, what is hype
An early look at farm technology, with source-backed corrections and limits on the evidence.
Read articleFree Farm Tools
Built for quick decisions in the field or at the kitchen table. No signup required.
Spray Calculator
Calculate liquid product per tank, full loads and the final partial load using your label rate.
Open Tool →Break-Even Calculator
Find your break-even price and yield for corn and soybeans based on your real input costs.
Open Tool →Cash Flow Planner
Map out monthly farm cash flow; income, expenses, operating loans; through the season.
Open Tool →Land Value Calculator
Compare buying with renting using loan payments, property taxes, future equity and the timing of costs.
Open Tool →Manifesto
- Start with field reality, then layer in data and software claims.
- Show operating costs, labor impact, and margin effects whenever possible.
- Separate proven workflows from vendor deck language.
- Write so a producer can act, not just nod.
About Dirt & Data
Dirt & Data is an independent publication focused on applied AI in production agriculture. We publish clear, practical breakdowns for operators and ag teams deciding what to test, what to buy, and what to ignore.
The tone is simple: county extension rigor with market-level discipline. Join us on X for issue drops and snippets.
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Article updates, farm data and practical field-level questions. No fluff, no vendor hype. Just numbers that matter to your operation.
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