{"id":11135,"date":"2026-06-22T07:30:27","date_gmt":"2026-06-22T13:30:27","guid":{"rendered":"https:\/\/attentionmedia.io\/?p=11135"},"modified":"2026-06-22T07:30:27","modified_gmt":"2026-06-22T13:30:27","slug":"build-your-ai-skills-with-a-useful-home-project","status":"publish","type":"post","link":"https:\/\/attentionmedia.io\/?p=11135","title":{"rendered":"Build your AI skills with a useful home project"},"content":{"rendered":"
\"Robot<\/div>\n
\n
\"Phelan<\/figure>\n<\/div>\n

My chicken incubator could turn you into an AI leader at your company.<\/p>\n

Well, not the incubator itself. But my plan for building an AI dashboard to manage my incubator operations could be your template for teaching yourself AI skills you aren\u2019t learning on the job right now.<\/p>\n

AI isn\u2019t going away. You can\u2019t afford to wait around for your company to decide how it wants to use AI to reach business goals. Take personal time now to learn about AI and how to apply it in your work life so you\u2019re ready to lead when your company finally catches up.<\/p>\n

The best place to start this DIY learning is with a home project, where your hands-on training delivers something useful. In my previous article<\/a>, I showed you how I used AI to organize my wine collection.<\/p>\n

Now I\u2019ll focus on developing an AI strategy and the tactics to build a more consequential project, using skills you could transfer to solve a work issue.<\/p>\n

Why you should start at home<\/h2>\n

Maybe you want to become an urban farmer, or you have a large pantry to organize. Need to optimize your lawn-watering system or coordinate a complex family schedule? You might wonder, \u201cHow can I use AI to make this easier or faster?\u201d<\/p>\n

As you learn, you\u2019ll probably make lots of mistakes at first. I certainly did. But it\u2019s better to make those mistakes now, like picking the wrong AI model, than when you\u2019re doing it for work.<\/p>\n

Eventually, you\u2019ll be ready, maybe before most people in your company, when your company finally adopts AI. You\u2019ll be the one who asks the right questions of vendors promoting AI-driven platforms and services.<\/p>\n

In the short run, these projects use AI to improve your home life. In the long run, your home project work helps you understand why you need a goal-oriented strategy and gives you skills you can transfer to your work life.<\/p>\n

Companies on the AI track will expect their marketers to have enterprise-level skills that serve company goals. At your next job interview, your prospective employer will probably quiz you on what you know and what you\u2019ve done with your knowledge.<\/p>\n

How impressive would it be to pull out your phone and show your work?<\/p>\n

Understanding AI in the corporate environment and knowing what AI can do across diverse models and applications helps you stand out from your competitors.<\/p>\n

<\/a><\/p>\n

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\n Your customers search everywhere. Make sure your brand shows up<\/span>.\n <\/div>\n

\n The SEO toolkit you know, plus the AI visibility data you need.\n <\/p>\n<\/div>\n

\n Start Free Trial<\/span>\n <\/div>\n
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Get started with<\/div>\n

\"Semrush\n <\/p><\/div>\n<\/div>\n

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Wherever you experiment, always start with strategy<\/h2>\n

That\u2019s one thing that won\u2019t change. Always develop a strategy before you dive into tactics. This is true whether you\u2019re looking around for a home project, building an email campaign, or creating a company-wide AI plan.<\/p>\n

Don\u2019t overlook this strategy layer, no matter how eager you are to get your hands on the tools around you now. AI lets us jump in cold and get immediate answers and results. These can be misleading and problematic.<\/p>\n

If you\u2019re not thinking about the project and its goals before you start the first prompt, you\u2019ll waste your time and come up with the wrong conclusion. At home, you just lose some time and maybe money and get funny looks from your spouse. At work, you could lose your job.<\/p>\n

4 steps to a successful brief\u00a0<\/h2>\n

I thought I left my Iowa farm life behind me, but my baby-animal-loving wife brought me back into it with a fait accompli \u2014 a chicken incubator, complete with eggs, that she ordered while I was out of town. We negotiated a deal in which we would incubate fertilized eggs and then hand them off to a family caretaker when the chicks were old enough.<\/p>\n

It\u2019s a win-win-win: She gets to enjoy the chicks for a few days. I got a project I could automate. And we have a hard deadline to deliver the chicks, so we don\u2019t have a houseful of squawking chickens terrorizing our dog, Pippin.<\/p>\n

Step 1: Learn from the research<\/h3>\n

Yes, I grew up on a farm. But I still had a lot to learn about chickens and the mechanics of incubation. You\u2019d be surprised at what you have to do when Mother Nature isn\u2019t in charge.<\/p>\n

I dove into research and managed my first two batches of chicks manually. I needed to gather and analyze data on incubator temperature and humidity and automate as much of the incubation process as I could.<\/p>\n

(Remember that last sentence.)<\/p>\n

Step 2: Learn from your mistakes<\/h3>\n

I needed a large language model (LLM) to help with research and analyze all the data my Wi-Fi-enabled sensors poured into my phone app. My first choice, ChatGPT, quickly broke under the pressure.<\/p>\n

The same thing happened when I switched to Google\u2019s Gemini. Besides drowning in data, it started to hallucinate \u2014 make things up \u2014 almost right away.<\/p>\n

Those two missteps weren\u2019t fatal, though. I learned each model\u2019s pros and cons, how they interact, how they cross over to other conversations, and how those conversations were either locked in a chat or open across the entire experience.<\/p>\n

Two batches in, I turned to Anthropic\u2019s Claude. I built a dashboard and a mobile app to monitor all the incubation data and integrated Claude into the dashboard so I could ask it for advice based on the readings.<\/p>\n

Step 3: Write your strategy brief<\/h3>\n

Back in Step 1, I wrote: \u201cI needed to gather and analyze data on incubator temperature and humidity and automate as much of the incubation management as I could.\u201d That\u2019s important because it was the goal I used to create my strategy.<\/p>\n

\n
\"Phelan<\/figure>\n<\/div>\n

Before I could build a dashboard or automate data collection, I needed to know what I wanted to collect and how I would use it to achieve my goal.<\/p>\n

I laid out my strategy in this detailed brief<\/a>. You might be thinking, \u201cSeriously? A brief for a chicken thing?\u201d Don\u2019t laugh! After 28 years in email and digital marketing, I knew it was just as important to get that brief right as it was for any major campaign I created. After all, little chicken lives are at stake here.<\/p>\n

I thought through every step of the incubation process to write the brief and make sure Claude had all the information it needed to help me build my dashboard correctly the first time.<\/p>\n

As you\u2019ll see, the brief includes goals, processes, rules, and requirements. I even told Claude it could be sarcastic with me. Why? Because sarcasm is my family\u2019s love language and, hey, I\u2019m working with chickens here!<\/p>\n

Writing the brief is an essential part of the process. Look for my best brief-writing tips in the next section.<\/p>\n

Step 4: Build on what you know<\/h3>\n

Don\u2019t rest on your laurels after you complete your first project. Take what you learned and look for another one. What else could you automate?<\/p>\n

\n
\"Abbey<\/figure>\n<\/div>\n

My incubator experience helped me build a treasure trove of home apps. I built a dashboard that integrates my smart home apps, like a pool app for my mother-in-law and one that turns on the fountains for our dog via the pool\u2019s API.<\/p>\n

Think through your personal life. What could you automate or give you information at your fingertips so you could understand what\u2019s going on?<\/p>\n

That\u2019s where you start to think about the challenge and the solution and all the things that can help Claude, ChatGPT, or Gemini figure out a solution.<\/p>\n

Yes, you\u2019re also going to learn about APIs, a Python server, and coding. Don\u2019t let that scare you. It makes you a smarter marketer. Remember, we email industry veterans had to know all the technical stuff back in the early days before dashboards took over, and we did pretty well.\u00a0\u00a0<\/p>\n

What makes an AI brief effective<\/h2>\n

Picking the right AI model is important, but you need to write a workable brief to get the right results.<\/p>\n

A brief is a series of prompts. It\u2019s not a single instruction. The more relevant detail you provide, the better your AI model can help you. (See my chicken incubator brief here<\/a>.)\u00a0<\/p>\n

Keep these four points in mind as you construct your brief.<\/p>\n

Picture AI as a new employee who comes in without knowing anything about you or the work you do\u00a0<\/h3>\n

We spend weeks and months training new employees on company policies, procedures, and the job. Why would we believe AI doesn\u2019t need this same discipline?<\/p>\n

Approach the brief process like that. Give it as much information as you can. This takes time, but it pays off later in fewer mistakes and a better-quality result.<\/p>\n

Also, when the project is finished, you can check it against the brief to make sure you got everything and that the result aligns with your goal.<\/p>\n

You can even produce a new brief that encapsulates everything that happened along the way. With my chicken incubator, what I had in the brief in the beginning was vastly different from what I\u2019m working with today.<\/p>\n

This comes from giving all the information to Claude up front and having it as a partner, not as a piece of technology.<\/p>\n

You might even learn, as I did, that the brief process is better in ChatGPT and the execution is better in Claude.\u00a0<\/p>\n

Explain the challenge<\/h3>\n

You need to know your household\u2019s current state \u2014 just as you\u2019ll articulate your company\u2019s current state \u2014 and know why it\u2019s a challenge.<\/p>\n

Answer these questions:<\/p>\n