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We couldn't afford to pay for my mom's dementia assisted living anymore. She moved into a tiny house next door to me.

Trailer home for Lori Bufka's mom
Lori Bufka moved her mom into a trailer home near hers in Arizona as a long-term care solution.

Lori Bufka

  • Lori Bufka, 64, cares for her aging mother in Arizona due to high assisted living costs.
  • Bufka's mother lives in a nearby trailer, reducing care costs and enabling family support.
  • Tech aids Bufka in remotely monitoring her mother, enhancing her caregiving abilities.

This as-told-to essay is based on a conversation with Lori Bufka, 64, who is caring for her mother with dementia in Arizona. Assisted living became too expensive for her mother, so Bufka moved her into a trailer next to their home, where her mother would have enough space and safety. This interview has been edited for length and clarity.

I was a college professor and retired from a community college in Florida. I raised two boys, both of whom are married, and I have five grandchildren. I had retired to do van life with my partner, who has been with me for seven years. I realized, though, that you can only do so much van life before you need a place to come home to. So we bought a tiny house in Arizona.

I'm an only child, and my mom was in assisted living in California. When she went into assisted living, her veteran benefits and Social Security were enough to cover the cost of her care. She was in assisted living for over seven years, and she had sold her house and had some savings. The rate kept going up and up, and it was draining her savings.

The cost was about $4,700 a month, and it was about to go up to $5,200, which was a couple of thousand dollars more than what she earned.

She's 88, and I wanted to keep her there as long as she could. When I got the notice that the rate was going up again, and that they were going to raise her quality of care cost because her dementia was getting worse, her savings were down to almost nothing. They said that she would be moved to a dementia unit with four other people, and I didn't want that to happen to her.

Additionally, as her dementia got worse, she would get so many scam calls. She was savvy her whole life and worked as a lead for a law firm and a real estate agent, but it came to a point where I had to turn off her phone.

Lori Bufka's mom
Lori Bufka's mom has adjusted to living on her own.

Lori Bufka

It was cheaper to take care of Mom at home

My partner and I decided that we could probably take care of her. It would be a lot cheaper. We started making the moves to bring her here so that I could take care of her. I brought my mom in to live by us in November.

There wasn't going to be room for her and my partner, so I had to give her a little model home in the same trailer park. Hers is about 700 square feet and is about a minute's walk from me. There are a lot of older people here, and the owner keeps a good eye on everyone. I knew that she wasn't going to be with me, but she needed care as if she were.

The trailer was in the low five figures, and we bought it using two-thirds of her savings and one-third of my savings. The rent for the space a little over $500 monthly. It's so much cheaper this way because my partner and I split the caregiving. Her utility bills run about $200 monthly in the winter and $70 in the summer. Caring for her started to become a little much for me, but because we're in the mountains, there aren't many home health organizations here, and none take her insurance.

She went into hospice care, and we hired someone to come for a few hours a week. It was supposed to be $37 for two hours, but when I got the bill, they tacked on mileage, so it became $92. We figured it wasn't worth it, so now hospice volunteers visit every now and then, and hospice covers medically necessary appointments. We know we're probably going to take care of her until she dies, unless she gets to a point where I can't take care of her.

It was a huge change in our lifestyle

We haven't been traveling since November, and I haven't been away from her for more than three hours at a time. My mom is deaf, and it would've been challenging to deal with that from afar.

Lori Bufka's mom's living room
Lori Bufka's mother spends much of her time watching TV.

Lori Bufka

My mom is somewhat independent still. She can dress herself and go about her day. I wake up every morning and make sure she's still in bed, then I turn on her coffee maker. I bring her breakfast over and leave notes about what she should do, like how to use the microwave. I check on her every half hour until she finally gets up. I come over before lunch to give her pills, eat lunch with her, and then sit with her until the afternoon, when she watches TV by herself. She can't cook dinner, so my partner cooks all her meals, and we bring them over.

The trailer has a bedroom at the back, then a small bathroom, kitchen, and living room. The rooms are big enough for her to guide her walker through, and because of how narrow it is, it lessens the fall risk. They had an old-fashioned bathtub that you had to step over to get in, but the woman who owns the trailer park hired a guy to lower the height. We also had to install railings on the porch. The kitchen has an electric stove, which is great because a gas stove isn't good when someone has dementia, because they can accidentally light a fire.

Tech has helped me take care of her remotely

One of the biggest nightmares is that people with dementia can't work the TV and telephone. She got to the point where she could barely use the remote, and she would start pushing buttons and would not stop.

I had come across JubileeTV, a TV system that lets you change channels remotely. The price wasn't prohibitive for us. The Jubilee remote replaced the Roku remote and came with a cover, so the buttons she can actually press are limited to volume and channels. If I'm out at the store, I can use the telescope function to see what she's done with the TV and get it back to what she wants to watch.

I often call her, so it comes up on the TV, and she uses closed captioning so she can read what I'm saying. The app has an automatic connect function because my mom wouldn't be able to answer a call or find the buttons to do so. The communication function also allows my sons to call her, and her hospice nurses can do the same.

I have used the app's drop-in function to look in and see if she's OK. I use that in conjunction with Blink cameras to make sure she doesn't fall. Those have been important because my mom has fallen a lot since she moved here. I probably check on her three or four times during the night and frequently during the day. One time, she put Dawn dishwashing soap in her glass of water because she wanted to add flavor, so I've had to stop her from doing unsafe things a few times.

I also have smart plugs from Alexa that let her control her radiator heater and other electronics. She has a cheap laptop that I put the Google Live Transcribe app on.

Tech has helped me in so many ways, and seeing her age at home has been somewhat stress-relieving.

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People are injecting DIY peptides for weight loss and longevity. Doctors are alarmed at the side effects.

person delivering subcutaneous injection
At high-end longevity clinics around the globe, doctors say interest in injectable peptides is climbing, and so are injuries linked to them.

Getty Images

A man with a mysterious case of full-body hives in Abu Dhabi. A Californian rushed to the hospital with a life-threatening allergic reaction. A fit, gym-going man in Texas with soaring blood sugar — inexplicably headed for pre-diabetes.

Doctors working on the bleeding edge of longevity care in high-end clinics around the globe — from concierge practices in wealthy enclaves of California to premier longevity centers in the Middle East — say they're seeing an uptick in both interest in, and injuries from, injectable peptides.

A peptide is simply a short chain of amino acids, too short to be called a protein. We have thousands of them in our bodies. Some are hormones like insulin, some help our muscles grow, some aid in healing. Injectable peptides promise people a boost on top of what nature delivers, such as deeper tanning, better fat burning, greater muscle growth, and improved wound healing. Still, rigorous human studies on these claims are often lacking.

As more people attend peptide "parties" and inject unknown substances sourced from friends or online dealers, doctors are sharing horror stories about some of the worst-case DIY peptide scenarios they've seen.

Many say they are putting out "fires" and dealing with bizarre, unexplained health issues that, after some medical investigation, end up being tied to unauthorized, grey-market peptide use. Injuries they've seen range from simple to serious, including minor injection site reactions and major hormonal disturbances.

Recently, at Dr. Nicole Sirotin's Institute for Healthier Living longevity clinic in Abu Dhabi, practitioners linked a case of full-body hives to an at-home peptide injection.

"These kinds of immune reactions," Sirotin said, "people might not be associating with the peptides."

That makes it hard to gauge how widespread peptide injuries are — from simple injection issues, to contamination, or improper dosing. Anecdotally, however, doctors say there's been a huge uptick in peptide use over the past year, fueled by influencers touting their benefits on social media.

Business Insider spoke to seven doctors, including some who use peptides in their practice and some who don't recommend them. They're concerned about growing interest in and willingness to experiment with unauthorized peptides.

Hives, messed-up hormones, and insulin resistance issues

peptide vials
Some consumers have started mixing up their own peptide "stacks" at home, taking advice from influencers, podcasters, or Reddit threads, without consulting a doctor.

JosefePhotography/Getty Images

People are drawn to peptides because they promise targeted, almost "shortcut" fixes for weight loss, muscle gain, and antiaging — often with little oversight from doctors.

They act like messengers in the body, influencing or acting as hormones that control growth, metabolism, and other key functions. Because these substances mimic normal hormonal processes in our bodies, they've developed a reputation as safe and "natural," though there are very few rigorous human studies to support that claim.

The effects of "stacking" multiple peptides into a daily or weekly regimen, including ones for fat loss, muscle growth, tanning, better hair and skin, have also not been studied.

Originally, bodybuilders were drawn to peptides for muscle gains and the promised benefits to physique. Then, post-COVID, biohackers were attracted to this style of do-it-yourself medicine, and now doctors told Business Insider that antiaging enthusiasts and affluent patients can't get enough of this stuff.

In Texas, Dr. Farhan Abdullah, the medical director at Magnolia Functional Wellness in suburban Dallas, said that over the past year, he's seen an uptick in moms, housewives, and "white collar people who are kind of approaching middle age" taking an interest in peptides.

peptide body builder
Peptides gained popularity with bodybuilders first.

Tom Werner/Getty Images

"You look at RFK, and you look at what's going on, and you would think it's just a bunch of gym bros that are interested in peptides, and it's really not," he said.

There are dozens of peptides to choose from, and doctors stress that each should be evaluated individually.

Abdullah's patients tell the board-certified physician that they're often skipping the pharmacy, and sourcing their peptides online, or getting them secondhand from friends, like an injectable drug version of a Tupperware party.

In his worst-case scenario to date, one patient, who he described as a young "fit" man, developed early insulin resistance from a growth hormone-stimulating peptide that had him charting a course toward early diabetes. Because growth hormone and insulin counterbalance each other, excess stimulation may lead to insulin resistance, a risk not well studied in peptide use.

"This guy with no family history, he was a fit dude, he was jacked, he was working in the gym, had early insulin resistance," Farhan said.

Dr. Meena Verma, who runs Blue Coast Longevity clinic in Newport Beach, California, said one of her patients had a severe, life-threatening allergic reaction to a peptide shot and landed in the hospital "that night."

"Obviously, we see it all over social media — Instagram influencers — everybody is pitching peptides," she said. "Where the patients are getting their peptides is a big concern."

dr lisa cassileth
Dr. Lisa Cassileth, a plastic surgeon in Beverly Hills, often uses "one week" of peptide therapy in patients recovering from breast reconstruction surgery.

Dr. Lisa Cassileth

Dr. Lisa Cassileth, a plastic surgeon in Beverly Hills, said the worst issues she has seen so far have been minor, such as injection-site redness from unsterile pokes or improper storage of peptides. Other issues with peptide injections can stem from contamination issues.

Not all doctors are entirely against peptides, especially when used in controlled settings. Cassileth prescribes some peptides to her patients when they are recovering from surgery, but wouldn't recommend injecting them all the time or obtaining them from online sellers.

"Peptides are just going to be another drug," Cassileth, founder and CEO of The Practice Healthcare, said. "We just have to learn how to use them correctly."

Cassileth uses the very popular "Wolverine" peptide BPC-157, a compound that will be up for debate at a July FDA meeting. It is often sold online "for research purposes only," meaning it's not human-grade.

Cassileth sources hers from state- and federally-regulated compounding pharmacies, licensed as "503A" and "503B," which are held to a higher standard. She said she often uses BPC-157 on her patients after surgery as it's marketed to promote faster wound healing and tissue repair, but said it's not something people should take every day. She called it a "one-week" peptide.

"There's no hormone or enzyme in your body that just hits you nonstop in high doses," she said.

While she believes that the anti-inflammatory and reparative benefits outweigh the risks for short-term use, she wouldn't put someone on it indefinitely. "Don't do excess because you don't know what it does yet," she said.

Cassileth is hopeful that the practice of using peptides will develop into a well-studied approach for various conditions and be marketed by major pharmaceutical companies.

"Pharmaceuticals — go for it," she said. "Please save us from this thing being in some kind of weird space where only functional medicine people prescribe it."

Could peptides solve aging? Maybe someday.

peptide bottle
Peptides marketed as "for research purposes only" are not approved or regulated for human consumption, but people are still taking them.

Serhii Bezrukyi/Getty Images

Other longevity-focused doctors take a more measured stance on peptides and said far more research is needed in humans before doctors start prescribing these substances.

Dr. Andrea Maier, a professor of medicine at the National University of Singapore who runs the Chi Longevity Clinic at the Four Seasons there, said that the clinical evidence simply isn't there yet for a lot of these peptides.

"At the moment, we are hearing that peptides could solve the aging trajectory — and I think it might be right," Maier said. "I think we should study it well, to give it in a very well-regulated way."

When she hears of "peptide parties" and "peptide festivals," she worries about the potential for harm, where something is being injected with only "a thought that this might help."

Her concerns aren't just theoretical. Regulators are increasingly scrutinizing the fast-growing peptide market. The FDA has restricted several peptides over safety concerns and warned companies against selling unapproved versions online. In September, the agency announced it was cracking down on imposter versions of the weight loss shots semaglutide, tirzepatide, and retatrutide being imported from abroad.

Canadian authorities recently warned that unauthorized peptides can lead to hormonal imbalances, mood swings, blood sugar issues, organ damage, and tumor growth.

GLP-1 is the darling peptide

glp1 shot
Ozempic is a peptide, too.

Milko/Getty Images

There is one all-star peptide that experts across the board said they endorse, use, and would like to study further for its effects on aging and longevity: GLP-1, the hormone-mimicking peptide behind Ozempic and Mounjaro.

"I have like 80% of my patients ask me about GLP-1s and 5% about peptides," Dr. Nima Afshar, a physician at Private Medical San Francisco, told Business Insider. "Even people that are pretty healthy, boy, they're thinking about [GLP-1s] because my patients are rational and they understand this is evidence-based, and it does seem to have some longevity benefit."

He doesn't broadly recommend the entire class of compounds, though. When his patients ask, "Should I be on peptides?" or say, "I've heard peptides can help" for things like an energy boost, improved muscle mass, or better libido, he generally says "no." Though he's open to adjusting that stance in the future as more data comes in.

Dr. Evelyne Bischof, who runs a healthy longevity medicine practice in Shanghai and Tel Aviv, said she is not "radically against" peptide use, but her patients only use FDA-approved peptides like Ozempic, "and only from very reliable providers." She has concerns about unauthorized peptides causing allergic reactions, or including extra substances that aren't listed on the label, like steroids.

"I don't think any scientists would be anti-peptide," Sirotin, the longevity doctor in Abu Dhabi, said. "We're just anti-self-experimentation with random molecules that are research-grade."

"Partly, the reason I think it's so concerning is because these are presumably healthy people who want to be healthier," she said. "The problem is you might be entering a one-way door, and you damage your liver, or you damage your kidneys."

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I bought a blueberry farm at 55. It wasn't what I expected, and I'd do things differently if younger, but I have no regrets.

Harry Jone with his wife
Harry Jones (left) with his wife Susan (right).

Courtesy of Harry Jones

  • Harry and Susan Jones own Bridge Avenue Berries, a blueberry farm in Allenwood, Pennsylvania.
  • The farm became USDA organic certified in 2021, boosting customer traffic and interest.
  • If they had bought the farm 30 years ago, they would have likely grown a more diverse set of crops.

This as-told-to essay is based on a conversation with Harry Jones, 63, who owns and runs Bridge Avenue Berries with his wife, Susan, in Allenwood, Pennsylvania. It has been edited for length and clarity.

Since I was a kid, I'd always wanted to run my own business, but it never quite came together. I tried starting a small tree nursery business, but we couldn't compete with the big nurseries and had to close it.

Then, a blueberry farm that my wife and I had been picking berries at for years went up for sale. When I first mentioned buying it, she said, "Absolutely not."

A few months later, we were there picking blueberries, and the farm still hadn't sold. We started talking with the owner and purchased it in March 2018.

Harry Jone with his wife
Harry Jones (left) with his wife Susan (right).

Courtesy of Harry Jones

We didn't have much time to figure it out. Blueberry season starts in early July, and we had about four months to get ready.

That first summer, it felt like we were drinking from a fire hose. We were learning everything at once — pests, soil, customers — mostly the hard way.

I wasn't starting from scratch, but owning a farm still surprised me

My background is in horticulture. I have an associate degree in nursery management, and I spent years designing landscapes. So, I've been around plants most of my life.

Still, running a blueberry farm is a different kind of challenge.

Harry checking the soil on his Pennsylvania farm
Harry checking the soil on his Pennsylvania farm.

Matthew Ritenour/Business Insider

We have about 7 acres of blueberries — roughly 3,800 plants — and we harvest around 18,000 pounds a year.

The catch is that it all happens in about a 30-day window in July. That month is intense, but the work doesn't end with the season. The rest of the year is spent on preparing for the next one.

I've kept my full-time job in the lumber industry through all of this. We tend to call the farm my self-supporting hobby, but the truth is, even a small farm like ours struggles to make a dollar.

By the time you pay for inputs, repairs, improvements, and all the other costs that come with a small business, there's not much left.

If I were younger, I'd do it differently

At this stage of life, I think differently about what the farm should be. If I were 25 or 30 years younger, I wouldn't run it the way I do now.

Right now, we're heavily focused on one crop. If I were starting earlier, I'd cut the number of blueberry bushes down — maybe from 3,800 to about 2,000 — and use the rest of the land for other crops. Strawberries, raspberries, pumpkins — something to stretch income across more of the year.

Harry checks his 7-acre farm ahead of the blueberry season.
Harry checks his 7-acre farm ahead of the blueberry season.

Matthew Ritenour/Business Insider

That's the biggest challenge with what we do. When you rely on a single crop and a short season, it's hard to build a stable living.

We've found ways to spread out the income a bit. We freeze blueberries — about 1,900 pounds a year — and sell them through the winter at local markets and to restaurants.

Becoming USDA-certified organic was a game changer

We started farming organically from day one in 2018, but it took time to make it official. To become USDA certified organic, we had to go through a required three-year transition period — documenting everything we did, from fertilizers to pest control, and proving we were following the standards.

Blueberries from Bridge Avenue Berries in Allenwood, Pennsylvania
Blueberries from Bridge Avenue Berries in Allenwood, Pennsylvania

Matthew Ritenour/Business Insider

We finally got certified in spring 2021, and once we could call our berries "USDA organic," we saw more customers, more traffic, and even people driving an hour or more to pick our fruit.

But over time, the downsides started to add up. The certification cost us about $1,400 a year — a big expense for a small farm — and required inspections and paperwork during our busiest season. More importantly, I grew frustrated with what I saw as inconsistencies in the system.

In early 2024, we gave up our USDA certification and switched to Certified Naturally Grown, a smaller, farmer-led program. It costs about $350 a year and still holds us accountable to the National Organic Program Standards, but in a way that is more transparent and aligned with how we actually farm.

Harry Jones at Bridge Avenue Berries
Harry Jones at Bridge Avenue Berries

Matthew Ritenour/Business Insider

We know we won't do this forever

Realistically, we'll probably run the farm for another three to five years and then look to sell it, so that we can have more freedom to travel and visit our three kids and nine grandchildren.

I think about what a younger person could do with this place. It's a productive farm with a lot of potential. Someone with more time and energy could take it further than we have.

Even knowing what I know now, I'd still buy the farm.

We're happy with what we've built. It gave me a chance to finally run my own business and to work with something I've always loved — plants. And it's been meaningful to us to see people come here, enjoy the farm, and tell us how much they like it.

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At 86, I still travel — and I do headstands with my wife every day to stay mobile

A man posing at a fitness corner in Singapore.
Peng Lin Hua, 86, says getting older didn't stop him from staying active.

Amanda Goh/Business Insider

  • Peng Lin Hua, 86, taught physics in China before retirement.
  • He still leads an active life — in his 50s, he started doing headstands with his wife.
  • Now, he exercises daily, enjoys brisk walks, and can do flips on a pull-up bar.

This as-told-to essay is based on a conversation with Peng Lin Hua, an 86-year-old retiree in Singapore. It has been translated from Mandarin and edited for length and clarity.

Before I retired, I taught physics at a secondary school in China. While working as a teacher, I met my wife at an event. She was a chemistry teacher, and we hit it off right away.

We were as active as the students we taught, spending our free time playing badminton, basketball, volleyball, and table tennis.

Man doing flips on a pull-up bar.
Amanda Goh/Business Insider

Amanda Goh/Business Insider

In my 50s, I began practicing headstands after learning about the exercise from a Taiwanese health guru. I was already fit, but I was looking for a way to build strength and stave off aging-related illnesses.

Retirement didn't slow us down. My wife and I kept playing sports, and I continued long-distance running.

Man doing flips on a pull-up bar.
After retiring, he continued to exercise regularly. He takes brisk walks with his wife each morning before training on the pull-up bars and parallel bars.

Amanda Goh/Business Insider

Most days, I wake up at 5:30 a.m., blend fresh apples into a puree, and have it before heading downstairs with my wife to exercise. We begin with a walk and gradually pick up the pace, incorporating light exercises like stretching along the way.

In the afternoons, at home, I like to sing with my wife. She plays the violin and the erhu, a traditional Chinese two-stringed bowed instrument.

Before I turned 65, I went running every morning. After that, my heart could no longer handle the strain, so I stopped and switched to brisk walking instead.

After that, I focus on building my core and upper-body strength with a series of exercises on the horizontal and parallel bars. I finish off my routine by doing headstands with my wife.

About 20 years ago, my wife and I began traveling regularly to Singapore to visit our daughter, who lives here with her family, and to spend time with our grandchild.

Man doing flips on a pull-up bar.
He started travelling to Singapore regularly about 20 years ago to see his granddaughter.

Amanda Goh/Business Insider

Our granddaughter has since graduated from university and no longer needs looking after, which means we are free to head out for walks and explore on our own.

About 10 years ago, I was exercising at a fitness corner, doing pull-ups and dips on the bars, when a man approached me and struck up a conversation. He joined me for my workout, and we got to know each other.

Two men doing headstands at a fitness corner in Singapore.
Peng started doing headstands in his 50s. Here, he is doing headstands with fellow Team Strong Silvers member, Victor.

Amanda Goh/Business Insider

He told me he was part of a fitness group for older adults and encouraged me to join. That was how I became a member of Team Strong Silvers. We are a group of older adults committed to keeping our bodies strong as we age.

A lot of people don't expect us to move the way we do, so we're sometimes invited to healthy-aging workshops and exercise sessions to demonstrate our workouts and inspire fellow seniors to keep moving.

Now, my wife and I split our time between the two countries, typically spending half the year in Singapore during China's colder autumn and winter months, and returning to China in the spring and summer.

Staying active has spared me many of the aches and fatigue that often trouble older travelers. I rarely feel stiff on long flights or worn out after a full day of walking, and I credit years of regular exercise for that resilience.

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I vibe coded an AI caregiving system for my aging parents. Now I'm building a startup to share the tech with others.

Srdjan Stakic
Srdjan Stakic, 49, vibe coded an AI security system that ensures his parents are safer if he isn't home.

Srdjan Stakic

  • Srdjan Stakic vibe-coded a security camera system for his parents to ensure their safety.
  • Stakic used vibe-coding platform Lovable to get started, as well as popular AI chatbots.
  • His vibe-coded software became the basis for his AI-assisted startup Alvis.

This as-told-to essay is based on a conversation with Srdjan Stakic, 49, a former film producer who vibe-coded an AI system to monitor his elderly parents and detect falls. He's now launching a company that aims to offer the technology to others. This interview has been edited for length and clarity.

When I was diagnosed with stage four cancer two years ago, AI became essential.

Everything was happening so quickly: The doctors would talk to me for 15 minutes and leave me with more questions than answers. AI gave me an objective way to document and make sense of what was happening.

I'm now in remission. As my health improved, my parents' health declined, and I began helping them with cooking, cleaning, and medical appointments.

English was not their first language, and communicating with healthcare providers was tough. I recorded our conversations with their doctors and compared them to the after-visit summary using AI. I would put together all this information and translate it into Serbian for them.

But I soon wanted more than what the chatbots could offer. I wanted a system that could observe what was happening with my parents, or any other patient, and assess it through the lens of safety and dignity. I would think of how much guilt I'd feel if something happened and I wasn't there. What kind of son would I be?

I had never coded before, and I didn't have millions for an initial investment

I don't have a background in coding. I have a doctorate in health education and a master's in film production, and I have produced some films of my own.

I started outlining my idea with Gemini and ChatGPT to examine it from a tech and ethical standpoint. I built this document of what I wanted to achieve. I kept asking my family how they wanted to be treated in each scenario — like a fall or medical emergency — and I wanted to make the system flexible.

Then I transferred to Lovable. Lovable gave me a live development environment where I could describe what I wanted, see it built in real time, test it, and iterate. It connected the pieces, the frontend, the backend, the database, the authentication, the integrations, things I did not even know I needed until they were there. The chatbots helped me plan. Lovable helped me build.

I uploaded hundreds of training videos for nurses and healthcare providers to train the AI. I created a high-fidelity validation pipeline and a labeled dataset. I labeled real-world caregiving footage with established clinical benchmarks, like Stanford's C-I-CARE framework. When you approach a patient and introduce yourself, you tell them why they're there, you ask the patient's name and pronouns, and you introduce what you're about to do. You explain next steps and see if they have any questions or concerns.

I also started building an AI equipped with cameras to identify falls. I would fall in the middle of my living room and see whether the system recognized that and how long it would take.

It took me a few months to make it work

I tried different cameras and protocols, but ultimately, I had to hire an IT company to help me connect multiple cameras. The system can now identify a fall and send notifications to loved ones or EMS, and provide their location with a brief summary of their health records. The system also analyzes interactions between caregivers and my parents. It's sophisticated enough to analyze in real time — based on audio and video — if a caregiver is being rude or unprofessional. My parents have felt safer since I built this. I also built a feature that scans their environment for any trip hazards, such as cables.

I don't want to spy on my family, so I don't actively review all the video footage. When a concern is flagged, the system clips approximately 30 seconds around that moment and notifies mewith a summary of what it observed and why. It can also generate an advocacy letter from that same analysis: what was said, what was done, and how the interaction compares to the C-I-CARE framework to evaluate caregiver conduct.

I launched a company to offer this tech to others

This all started as an idea for my family, but the more I talk about it, the more people tell me they wish they had this for their parents. So I decided to launch a startup, called Alvis, to make this system available to others.

It detects falls in real time, recognizes when a caregiver goes above and beyond, and generates advocacy letters when something goes wrong. It's in private beta and accepting waitlist applications for our pilot cohort, launching April 13. The model will be a monthly subscription, similar to what families already pay for camera cloud storage, with a premium tier for AI-assisted analytics.

This week, my mom was hospitalized, and I used AI in four ways

First, I used it as a real-time medical interpreter: Every lab result went straight into Claude, so I understood what was happening immediately, not the next morning when a doctor was free.

Srdjan Stakic and his mom
Srdjan Stakic used the software he vibe coded while his mom was in the hospital.

Srdjan Stakic

AI was also my clinical advocate. When a history and physical exam understated her cancer history, Claude caught it. When her glucose started climbing from steroids, Claude flagged it.

Third, I used AI to translate updates into patient-friendly language in both English and Serbian.

Finally, Alvis — the camera system I designed — was running live in her hospital room all night, with her permission and a nod from her care team. It picked up her saying in Serbian, quietly, that she had endured too much. It flagged when I visited, and we recorded ourselves together.

It's amazing to see how vibe coding is democratizing access to AI tools. You can build a company that helps a very niche group that needs a specific thing. I still don't fully understand code or the extent of what I built, but it seems to be working.

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