Research & field notes

Field notes from farm to kitchen.

What is worth growing? What does the harvest really cost? How could a farm and kitchen plan the next meal together? Read the operating experience, proposed business models, and technical examples behind Streamline’s neighborhood food network.

For what the software does today, see Streamline OS.

16 articlesSubscribe by RSS
Systems thesis4 min read

The Next Meal, Planned Back to the Farm

A vision for neighborhoods that plan food together: meal choices inform planting, purchasing, and kitchen work, with ingredients or prepared meals close to home.

neighborhood food infrastructuredemand-led productionagricultural roboticslocal artificial intelligencedistributed agriculture
Illustrative economic model5 min read

What a Four-Acre Farm and Kitchen Would Have to Earn

Follow revenue from ingredient and meal purchases through crop costs, partner food, kitchen work, delivery, and capital. A four-acre scenario exposes the assumptions that decide the result.

neighborhood food economicsland usehousehold demand
Proposed commercial architecture3 min read

How to Test a Grower’s Know-How on a Second Farm

Take one tomato-pruning task to a second farm. The test is acceptable work with compatible equipment, manageable setup, and a support bill the customer can afford.

agricultural roboticsoperator-authored robot skillsskill qualification
Operating experience and systems thesis3 min read

Snips per Pound: When a Tomato Becomes Worth Growing

A cherry tomato can be worth eating and too costly to pick. Count the snips, paid minutes, and saleable pounds to see which harvesting improvements change the crop decision.

agricultural roboticsselective harvestingfarm labor economics
Proposed household offer3 min read

Ingredients or a Prepared Meal: Testing the Household Offer

A food plan has to earn its place in the week. Test ingredients and prepared meals against price, portions, substitutions, delivery, and the effort a household still has to make.

distributed agriculturehousehold food productionprofessional grower services
Comparison3 min read

Before Buying Farm Software, Run This Inspection Test

Give the vendor a crop event, a missing reading, and your current workflow. Compare the inspection decision, time spent, and full cost.

agricultural intelligencefarm dashboardsfarm data
Technical framework3 min read

Can a Greenhouse Replay Save Investigation Time?

Compare a greenhouse replay with your usual investigation of the same recorded events. Measure time, record retrieval, missing evidence, and the full cost of the workflow.

greenhouse digital twinsgreenhouse automationsafety
Investment gates3 min read

Five Things the First Neighborhood Must Prove

Five decisions for the first farm and kitchen: will households buy again, which crops belong, can the route pay, does automation help, and can another team repeat it?

future of foodfood-system economicsagricultural technology
Proposed service walkthrough5 min read

Lunch Before the Thought Becomes a Chore

A working morning, an assistant planning lunch, fresh leaves from a nearby farm, and a home cook bringing it together. An illustrative future scene followed by the operating work it requires.

agricultural sensingfarm datafood logistics
Proposed research protocol3 min read

One Crop, One Useful Question

Compare two growing practices for one lettuce crop. Define the yield, quality, composition, and cost measurements before collecting the first sample.

farm world modelsbiological outcomeslocal artificial intelligence
Long-horizon scenario3 min read

One Neighborhood, Then a Network

Start where growing, kitchen work, and delivery can share a site. A cost comparison shows when adding household plots helps and when travel consumes the benefit.

distributed agricultureneighborhood farmingagricultural automation
Technical field note3 min read

Rebuild a Greenhouse Event from Four Records

Run a small Python example with two temperature readings and two spatial-capture references. Follow the timeline and inspect why the records cannot be fused as one synchronized capture.

greenhouse reconstructionenvironmental telemetryLiDAR
Systems thesis3 min read

The Robot Has to Beat the Whole Harvest Bill

How many saleable pounds must a harvesting robot handle to pay for itself? Compare the annual bill, accepted output, supervision, and the work customers actually need.

agricultural economicsagricultural automationbiological systems
Engineering principle3 min read

What One Greenhouse Temperature Reading Can Tell You

Before acting on a greenhouse temperature reading, check the instrument, location, time, units, and calibration. A worked record shows which conclusions survive that check.

sensor provenanceagricultural artificial intelligencedata lineage
Explainer3 min read

When a Greenhouse Digital Twin Is Worth the Work

Decide whether connecting greenhouse records to locations and times improves an investigation enough to pay for the setup. Compare replay, live state, simulation, prediction, and control.

greenhouse digital twinsgreenhouse intelligenceagricultural software
Safety framework3 min read

Who Authorizes the Cut? A Robot Task from Permission to Recovery

Follow a tomato-pruning job from a grower's permission to the finished inspection: who can start it, what stops it, and what must happen before work resumes.

agricultural roboticshuman oversightgreenhouse automation