August 4th - We Harvest Tomatoes, Mosquitoes Harvest Us

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TL;DR

We harvested eggplant, peppers, sunflowers, tomatoes and all throughout, the mosquitoes harvested us. Despite that, it was a good day for both farm and my tech process.

Harvesting and Weeding, Seeding and Planting

All of our work in the spring and early summer is paying off in bountifully harvests now, with mornings usually full of harvesting this and that from the fields. In particular, a full blue bin of onions takes some significant effort by two people to carry to and from the truck. A bin of eggplants can, surprisingly, also be heavy enough to require two people to carry.

When we’re not doing that, we’re weeding with either/both hoes and hands. The crops in landscaping fabric are usually quick with a team to blow through, as are the early beds of winter squash planted weeks ago. Hoeing around delicate crops like squash stems takes a keen eye and a steady hand, but can be accelerated with a person doing hand-weeding around the plant roots so that hoeing can be done more quickly.

The Mosquitoes Are Bad

Maybe because of the rain this past weekend, that the farm is on the Ipswich marshes, that there was not much of a breeze today, that there’s a new cycle of hatching, the mosquitoes were bad today. Even fully sprayed with repellant, at times they were so thick that breathing was difficult without taking some in.

The good news though is that the greenhead flies seem to be gone after the new moon (tidal changes). Their bite is like a sting whereas you might not even notice a mosquito is biting you until it’s had it’s fill. I think I walked away today with only a dozen or so bites that I can feel, so sleeping tonight shouldn’t be too hard.

What Kinds of Repellent Are Best for Organic Farming?

For skin repellent, sprays based on neem and essential oils are least-synthetic. Castor and clove oil are also options. Smells like thyme, mint, rosemary and citronella all also deter many insects that may be attracted to you.

I’ve never found a purely natural option that seems to hold up in the thick of greenhead and mosquito season. Though I have a very hard time linking to a government site (because you don’t know these days when an administration may simply erase its published information), the EPA currently has published information about DEET-based repellents.

Unfortunately in New England, we also have an abundance of ticks which carry Lyme disease, and for which standard repellents (even with DEET) simply don’t work. There is the process of impregnating your clothes with Permethrin, but that also kills beneficial insects and pollinators such as bees, so that’s simply not an option for organic farming.

Not to sound like a tough guy, but practically speaking, sometimes you just have to bear with the bugs and take the middle way if you want to sleep the night. For this, I use DEET-based repellents in the heavy season and natural repellents in the fall if anything is needed at all.

Are Well Prepared Soil Beds like Well-trained LLMs?

For a while now, I’ve known that eventually I’ll run into situations where the generic off-the-shelf LLMs (like Qwen3, Llama3, Phi4, etc.) will not be able to handle the specificity to organic farming needed for the precision and complexity of tasks I’ll be facing. Real-time prioritization, incorporation of short and long term weather forecasts, and the ability to understand and respond to the nuances of organic farming practices are all areas where specialized models and systems will be needed.

Before spending tens of thousands of dollars on the cloud compute to train my own model from scratch…something I would never do anyway…I think I’ll start by exploring other, simpler options such as Custom Embeddings. Even Langchain (which I use the community version of for the more complicated graphs of work in some of my prototypes) has a custom embeddings feature, so that’s promising.

Like a soil bed where there are some key steps that have to be done before planting, my homelab prototypes and services have been built to be a well-prepared environment for the more elaborate major research steps to take place in, such as custom embeddings and non-GPU model optimization. Though I’m only a team of one right now, I’m building this out to be a scalable system that can handle the complexity of organic farming research and development.

AI Summary from Field Notes

For today, without any fancy embeddings, this is what my AI-assisted summarization process produced:

Summary

Okay, I need to help the user by consolidating the information from the provided document into a clear summary. Let me start by reading through the original text carefully. The main themes mentioned are crop management, pest and environmental challenges, mechanical and manual labor, and growth and maintenance. The activities include harvesting various crops, planting using a seeder, weeding, processing onions, animal care, and barn maintenance. New things are the old seeder, stirrup hoes, specific tomato varieties, the onion cleaning process, time distortion in peeling, and chicken molting. The questions are about tool efficiency, pest control, tomato trellis management, onion processing time, chicken health, and crop varieties. Suggested actions involve pest control, tool maintenance, weeding optimization, onion processing, monitoring chickens, and documenting tomato growth. Now, I need to make sure all these points are included in a concise summary. I should check for any overlaps or redundancies. For example, the new things and questions might have some overlap, but they are distinct. The suggested actions should directly address the questions and new things. Also, I need to present this in a structured way, using clear headings for each section. Let me make sure each part is clearly separated and the key points are highlighted without unnecessary details. I should avoid repeating information and ensure that the summary is easy to read and covers all the essential aspects from the original text.

Consolidated Summary

Main Themes

  1. Crop Management: Harvesting and planting of various crops (eggplant, peppers, sunflowers, tomatoes, carrots, etc.).
  2. Pest and Environmental Challenges: Mosquito infestation affecting planting, and seasonal challenges like chicken molting.
  3. Labor and Tools: Use of tools (stirrup hoes, old seeder) and manual labor for weeding, crop processing, and animal care.
  4. Growth and Maintenance: Monitoring tomato trellises, onion peeling efficiency, and animal health.

Key Activities

  • Harvesting: Eggplant, peppers, sunflowers, and cherry tomatoes.
  • Planting: Carrots, turnips, and radishes using a mechanical seeder.
  • Weeding: Winter squash using stirrup hoes and hand weeding.
  • Crop Processing: Onion peeling, sorting, and binning (with trash separation).
  • Animal Care: Checking on chickens and pigs, providing water, and monitoring molting.
  • Barn Maintenance: Cleaning and shutting down the barn.

New Things Encountered

  1. Tools/Equipment:
    • An old seeder (possibly less efficient).
    • Stirrup hoes (specific weeding tool).
  2. Crops/Processes:
    • Bee/honeybee-sized tomatoes and heirloom beefsteak tomatoes (specific varieties).
    • Onion cleaning process with bin-based sorting (trash/finished product separation).
  3. Observations:
    • Time distortion during onion peeling (1.75 hours for 4 people).
    • Chicken molting as a seasonal challenge.

Questions for Future Research

  1. Tool Efficiency: How effective is the old seeder compared to newer models? Can stirrup hoes be optimized?
  2. Pest Control: How to mitigate mosquito infestation?
  3. Plant Growth: How to manage tomato trellises to prevent them from “getting out of control.”
  4. Onion Processing: Can onion peeling be streamlined (e.g., time management, labor distribution)?
  5. Animal Health: How does chicken molting affect productivity or health?
  6. Crop Varieties: Are bee/honeybee-sized tomatoes a unique variety or a misnomer?

Suggested Actions

  1. Pest Control: Implement mosquito traps or barriers to protect planting areas.
  2. Tool Maintenance: Repair or replace the old seeder for better performance.
  3. Weeding Optimization: Train staff on efficient stirrup hoe use or explore alternative methods.
  4. Onion Processing: Introduce a rotating team system to reduce peeling time.
  5. Monitor Chicken Health: Track molting chickens for signs of stress or disease.
  6. Document Tomato Growth: Record trellis growth rates to identify management strategies.

This summary encapsulates the intern’s daily tasks, challenges, and areas for improvement, structured for clarity and actionable insights.

Part 1

Okay, let's tackle this query. The user provided a transcript of field notes from a farm intern and wants me to identify the main themes, list activities, new things encountered, questions for future research, and any suggested actions. First, I need to read through the transcript carefully. The intern is talking about their work on a farm on August 4th. The main activities seem to be harvesting various crops like eggplant, peppers, sunflowers, cherry tomatoes, and then planting carrots, turnips, and radishes. They also mention weeding winter squash, using stirrup hoes, and dealing with mosquito issues. Later, they process onions, clean them, and do animal chores like checking on chickens and pigs. Main themes would be the daily work of harvesting and planting, dealing with pests like mosquitoes, the use of machinery (seeder, stirrup hoes), and the process of onion cleaning. Also, the intern's observations about the growth of tomato plants and the challenges of weeding. Activities: Harvesting eggplant, peppers, sunflowers, cherry tomatoes. Using the mechanical seeder for carrots, turnips, radishes. Weeding winter squash with stirrup hoes and hand weeding. Processing onions into bins, cleaning them. Animal chores like checking on chickens and pigs. New things: The intern mentions using an old seeder, which might be a new or less common tool. Also, the specific types of tomatoes like bee or honeybee-sized, and heirloom beefsteak. The term "Florida weave trellising" might be something specific to the farm. Also, the mention of "stirrup hoes" is a tool they used, which might be a new term for them. The process of onion cleaning with bins and bins for trash and finished product. Questions for research: The intern might be wondering about the effectiveness of the old seeder compared to newer ones. The growth rate of tomato plants and how to manage them. The mosquito problem and its impact on planting. The challenges of weeding with stirrup hoes versus hand weeding. The time taken for onion processing and whether it's efficient. The impact of the chickens molting on their productivity or health. Suggested actions: The intern might need to investigate the mosquito problem and how to mitigate it. Maybe check the seeder's efficiency. Explore better weeding methods. Consider the time management for onion processing. Monitor the chickens' molting and health. Also, note the need for more resources like more stirrup hoes or better pest control. Wait, the user said to list any suggestion actions. The intern mentions that the mosquito problem is bad and that planting is coming up, so maybe they should suggest pest control measures. Also, the old seeder might need maintenance. The time taken for onion processing could be a suggestion to optimize that process. The use of stirrup hoes might need more training or better tools. The intern might also suggest checking on the tomato trellises to prevent them from getting out of control. I need to make sure I didn't miss any parts. The intern also mentions that the onions are for drying, so maybe the drying process is another thing. But the user is asking for new things not yet encountered. The intern is talking about using a seeder, stirrup hoes, and specific crops. Maybe the use of the seeder is a new thing for them, or the specific types of tomatoes. Also, the mention of "stirrup hoes" is a specific tool, which might be a new term for them. The time warp when peeling onions is an observation, but not a new thing. So, the main themes are the daily farm activities, pest issues, machinery use, and processing of crops. Activities are the ones listed. New things are the specific crops, tools, and the time management aspect. Questions are about effectiveness of tools, pest control, weeding methods, and onion processing time. Suggestions are pest control, tool maintenance, better weeding methods, and time management for onion processing.

Main Themes:

  1. Crop Management: Harvesting and planting of various crops (eggplant, peppers, cherry tomatoes, carrots, turnips, radishes).
  2. Pest and Environmental Challenges: Mosquito infestation, challenges in weeding, and the impact of weather/seasonal changes.
  3. Mechanical and Manual Labor: Use of machinery (seeder, stirrup hoes) and manual tasks (onion peeling, animal checks).
  4. Growth and Maintenance: Observations on plant growth (tomato trellises) and animal health (chicken molting).

Activities Performed by the Intern:

  1. Harvesting:
    • Eggplant, peppers, sunflowers, cherry tomatoes.
  2. Planting:
    • Carrots, turnips, radishes using a mechanical seeder.
  3. Weeding:
    • Winter squash using stirrup hoes and hand weeding.
  4. Crop Processing:
    • Onion peeling, sorting, and binning (including trash separation).
  5. Animal Care:
    • Checking on chickens and pigs, bringing water, and monitoring molting.
  6. Barn Maintenance:
    • Cleaning, shutting down the barn.

New Things Not Yet Encountered:

  1. Tools/Equipment:
    • Use of an old seeder (possibly less efficient than newer models).
    • Stirrup hoes (a specific weeding tool).
    • Florida weave trellising (a method for tomato support).
  2. Crops/Processes:
    • Bee/honeybee-sized tomatoes (a specific variety).
    • Heirloom beefsteak tomatoes (a type of tomato).
    • Onion cleaning process with bin-based sorting (trash/finished product separation).
  3. Observations:
    • The time distortion during onion peeling (1.75 hours for 4 people).
    • Chicken molting as a seasonal challenge.

Questions and Future Research Areas:

  1. Efficiency of Tools:
    • How effective is the old seeder compared to newer models?
    • Can stirrup hoes be optimized for faster weeding?
  2. Pest Management:
    • How to mitigate mosquito infestation (impact on planting).
  3. Plant Growth Control:
    • How to manage tomato trellises to prevent them from “getting out of control.”
  4. Onion Processing:
    • Can onion peeling be streamlined (e.g., time management, labor distribution).
  5. Animal Health:
    • How does chicken molting affect productivity or health?
  6. Crop Varieties:
    • Are bee/honeybee-sized tomatoes a unique variety or a misnomer?

Suggested Actions:

  1. Pest Control:
    • Implement mosquito traps or barriers to protect planting areas.
  2. Tool Maintenance:
    • Inspect and repair the old seeder for better performance.
  3. Weeding Optimization:
    • Train staff on efficient use of stirrup hoes or explore alternative weeding methods.
  4. Onion Processing:
    • Introduce a rotating team system to reduce time spent on onion peeling.
  5. Monitor Chicken Health:
    • Track molting chickens for signs of stress or disease.
  6. Document Tomato Growth:
    • Record growth rates of trellised tomatoes to identify management strategies.

This breakdown highlights the intern’s daily tasks, new challenges, and areas for improvement or further investigation.

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