ColombiaIndonesiaGuys

FieldPilot is a team of Meta Muse Spark agents that runs a small farm and then sells the harvest straight to the buyer. The problem: climate change makes smallholder crops fail. Rain comes early, late or all at once, dry spells grow longer and humid nights spread fungal disease, while farmers still decide by eye when to water, fertilize or spray. When the harvest does come in, intermediaries take most of the money. And city buyers have no time to compare prices, hunt for offers or remember what they ran out of. FieldPilot works in three stages: 1. Plan. When a plot is registered, the backend downloads two years of NASA POWER weather, the SoilGrids soil profile and the El Niño index, and a trained planner ranks which crop to sow and when for that exact place. 2. Grow. Every day an agronomist agent, the orchestrator, consults six specialists: - monitoring (soil water); - imaging (satellite NDVI plus SAM 3.1); - crop health (fungal risk from humid-leaf hours); - soil nutrition (pH and N-P-K); - irrigation (how many millimetres of water each zone needs, and when); - reporting (the farmer's daily report, every number checked). It reasons across their findings: for example, nitrogen is low but 12 mm of rain is coming, so the fertilizer waits until after the rain. It proposes, edits and cancels tasks. A deterministic autonomy gate checks every action against safety rules: machines run what is safe, fertilizer and agrochemicals always wait for the farmer's approval, and manual work lands on the farmer's Today screen with a Done button. Every number an agent writes must trace to a reading it cited. 3. Sell. The lot goes through a Bogotá warehouse to the buyer with no intermediaries, and the farmer keeps at least 80% of the price. A public passport, sealed with a hash chain, shows how the lot was grown. Produce near its best-before day is marked down automatically. A Muse Spark shopping agent reads the buyer's history, finds the best deals and the freshest products, explains them in plain words, remembers the conversation and fills the cart, so the buyer saves time and money. Every screen shows LIVE (Muse Spark) or REPLAY (a labeled recording of a real run). Setup is one command, make demo.