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I let AI build a tool to help me figure out what was waking me up at night

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Why This Matters

This article highlights how AI-powered DIY projects can empower consumers and developers to address personal challenges, such as sleep disturbances caused by city noise. By leveraging existing smart home data and simple hardware, individuals can create tailored solutions that improve quality of life, demonstrating the growing accessibility and impact of AI in everyday problem-solving.

Key Takeaways

I try to pay attention to the small things that affect my quality of life. When something keeps bothering me, I want to investigate, find a likely cause, and act on it.

What changed recently is what I'm willing to build to support that. With AI tooling, projects I would have dismissed a few years ago as "too much effort for the payoff" now fit into a weekend. So whenever I bump into a problem in my daily life, I catch myself thinking, "actually, I could build something to look into this".

This post is about one of those problems: my sleep.

The problem

I live in a noisy city. Some nights I wake up at 3 am with no idea what woke me up. Other nights I don't fully wake up, but my watch the next morning shows that something pulled me out of deep sleep at 3:32 am.

The frustrating part is that you almost never know what caused it. When a sound wakes you up, your brain is still transitioning out of whatever sleep stage you were in, and it takes a moment to come back online properly. By the time you can register what's happening, the noise is already gone. Unless it repeats (thunder, car alarm that won't stop) or leaves a clue afterwards (a flash of lightning following the boom), you wake up confused and the cause stays a mystery.

And without naming the cause, you can't fix it. Was it inside the flat? Outside? A neighbor? A truck? A door? Any "solution" you try is just a guess, and guessing tends to be expensive.

So I was on a mission 😏

What I built, at a high level

One bit of context first: I already have a smart home setup with Home Assistant and a bunch of sensors around the flat (motion, doors, lights, temperature, humidity, CO₂, air quality). A lot of the data I needed for this project was already being collected. I only had to add the audio piece, pull in my sleep data, and tie everything together.

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