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I embedded myself in a vibe coding team at Gemini’s AI hackathon in Singapore. Building an app in 7 hours takes real work.

  • I spent seven hours with a vibe coding team at Google’s Gemini 3 hackathon in Singapore.
  • Watching from the sidelines was intense.
  • From prompting and debugging to filming the demo — here’s how it all unfolded.

Just after sunrise, four vibe coding enthusiasts from Malaysia crossed into Singapore with a loose idea — and a bet that AI could build most of their app.

Hours later, they were racing to prototype it at Google’s Gemini 3 Hackathon in Singapore.

The four friends, all in their late 30s to 40s, came from different professional backgrounds. Chan Wei Khjan is an accountant. Chan Ler-Kuan lectures on AI at a private university. Loh Wah Kiang works in IT. Lee How Siem, who goes by Benny, is the chief technology officer of a Malaysian startup.

Their initial idea was a “feng shui” app to analyze properties in Singapore — a potentially lucrative use case in a market obsessed with housing and wealth accumulation. Feng shui is a traditional Chinese practice that evaluates how a person’s surroundings, along with birth factors, influence luck and well-being.

I embedded with the team at Google’s developer space in Singapore in January to observe how a vibe-coding project comes together — or nearly falls apart — in seven hours.

9:30 a.m.: The brief

Thorsten Schaeff from Google DeepMind welcomed the participants.

Lee Chong Ming/Business Insider

The assignment: Teams of up to four people had to build a working demo, publish a public repository with code, and submit a short video explaining their project by 5:30 p.m.

Each project had to fit into one of six tracks, including generative media, deep research, and enterprise orchestration.

Organized by Google DeepMind and 65labs, Singapore’s AI builder collective, the hackathon featured a 100,000-credit Gemini API prize pool, with first place getting 30,000 credits.

By the end of the day, 189 participants had built 76 projects.

10:30 a.m.: Getting started


Hackathon team getting started

The team discusses how to prototype their idea.

Lee Chong Ming/Business Insider

The team had pivoted to a new idea due to time constraints: a feng shui app that could analyse a user’s outfit and workspace through the phone camera in real time and assess how “lucky” they were.

Wei Khjan took the lead on prompting. He typed the first instructions into Claude, asking it to generate the workflow and code. Ler-Kuan focused on whether the AI’s output aligned with feng shui concepts. Wah Kiang and Benny hovered over the codebase, refining ideas and flagging issues.

“For people who don’t know how to read code, it’s helpful to have people who do,” Wei Khjan said.

While waiting for the code to be generated, Ler-Kuan opened Google’s AI Studio to design the app’s logo. They called their app “Feng Shui Banana.”

11:40 a.m.: The bugs arrive


computer screen with code

The implementation plan was generated by AI.

Lee Chong Ming/Business Insider

After about an hour, Claude generated the initial codebase for the app. It was designed to work with the Gemini Live API, enabling real-time image and text analysis. It ran but was riddled with bugs.

An error message flashed when they tested the camera feature, so Wei Khjan copied the error back into the AI and asked for it to be fixed. Minutes later, the feature worked.

It wasn’t right. The feng shui logic was off, especially where colour analysis intersected with the user’s birth timings. Ler-Kuan manually corrected the underlying dictionary and its mappings.

The team kept prompting to tighten the features: shorter explanations, clearer output, and more streamlined user interfaces.

By 12 p.m., the app was rough, but it existed.

12:20 p.m.: Lunch can wait


Testing the feng shui app

Ler-Kuan tests the camera feature on the app.

Lee Chong Ming/Business Insider

Lunch arrived. The team stayed glued to their screens.

The app didn’t respond instantly when a user changed their outfit, nor did it update its feng shui analysis in real time.

Wei Khjan explained how one prompt matters. Instead of issuing commands, he asked the AI to “discuss it with me.” The shift changed how the model reasoned, and it worked more like a collaborator.

After some prompting, the app updated with a real-time camera analysis. It was striking to watch a feature emerging from a short back-and-forth with AI.

1 p.m.: Putting the app to the test


Screenshot of me testing the app

A screenshot of the feng shui app on my phone as I test its camera feature.

Lee Chong Ming/Business Insider

I helped the team test the app.

The camera correctly identified what I was wearing: a dark green polo, a yellow participant tag, and a white name card hanging from my neck. According to the app, I was already wearing colours aligned with my luck for the day.

The app suggested small tweaks, such as additional accessories, that could enhance the feng shui of my outfit.

1:20 p.m.: Pizza break


Pizza break

The team munched down their pizzas in about 20 minutes.

Lee Chong Ming/Business Insider

They finally had lunch and joked around to ease the tension. Four hours remained before they had to submit their project.

1:40 p.m.: Back to work


Feng shui banana landing page

The landing page for their app.

Lee Chong Ming/Business Insider

Ler-Kuan shifted focus to workspace feng shui, feeding knowledge into the model and refining how the app would evaluate desks and work setups. Wah Kiang and Benny worked on the video demo.

By 2 p.m., they had a landing page that looked animated and 3D. When I asked Wei Khjan how he felt, he smiled.

The team also revisited the app’s tagline. After cycling through suggestions from multiple AI models, they settled on a line that didn’t come from an AI at all: “A wisdom, not a superstition.”

3 p.m.: Filming the demo


Filming the demo

Wah Kiang and Benny are filming Ler-Kuan as they reenact scenes for their demo video.

Lee Chong Ming/Business Insider

By late afternoon, the restlessness was showing. The team snacked and paced, then decided to film the video explaining their project.

They used Gemini to generate a storyboard for the demo video. The model laid out several scenes and drafted the script. The team followed along, filming clips and stitching everything together as they went.

Their workspace feature was also up and running.

4 p.m.: Final touches


Hackathon team scrambling

The team is hard at work as the deadline approaches.

Lee Chong Ming/Business Insider

The app had come together nicely. With some time to spare, they decided to add audio output for users who prefer listening to reading on a screen.

The first attempt to generate a voice using AI fell flat. It sounded robotic.

After debugging and several iterations, they landed on a voice they liked, similar to how a Chinese feng shui master might speak.

5:30 p.m.: Deadline


Finishing the hackathon

Taking a group photo as they submit the project.

Lee Chong Ming/Business Insider

As the deadline approached, the team was still stitching clips for their video and nitpicking the AI-generated presenter voice.

The organizers had urged teams to submit early. With about 15 minutes to spare, they made the call to lock the final cut and hit submit.

Then it was over. The hunger hit immediately, and everyone got in line for some well-deserved food.

Even as an observer, watching from the sidelines was tiring. Seven hours of vibe coding turned out to be anything but effortless.

The team didn’t win a prize, but agreed that the hackathon had been worth it.

“Sometimes, the best experiences come from saying ‘yes’ without overthinking,” said Ler Kuan. “Innovation starts with curiosity and a little bit of spontaneity.”

Do you have a story to share about vibe coding? Contact this reporter at cmlee@businessinsider.com.




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A 58-year-old whose job requires hours of sitting lost 75 pounds in 12 months with these simple changes

When Jerry Clark decided to quit the Army, hit the road, and start driving long-haul truck routes 34 years ago, he had no idea what a dramatic impact the career change would have on his body.

“A truck driver is the worst job in the world for health,” Clark told Business Insider.

Arguably, no one is required to sit more on the job than a truck driver. And we all know sitting is the new smoking.

Clark spent years tag-teaming across the country with his wife on trucker routes. At one point, before she retired, they were logging 8,000 miles together every workweek. The pair would drive almost three full lengths across the continent each week, eating whatever they could find to sustain them along the way.

“We eat at the greasy spoons,” Clark said, explaining the average truck driver’s meal plan. “Everything is grease, or fried.”

All that sitting and eating greasy food can lead to long-term health issues and body imbalances. Clark developed a stronger left leg from operating his clutch and a stronger right arm from being at the wheel for half of the day. He also gained over 50 pounds over the course of three decades.

An employer-offered nutrition program led to big changes


clark with sunglasses, heavier

Clark says when he left the army, he was about 250 pounds. By the time he started his new diet, his weight had crept up to 306.

Courtesy of Jerry Clark



About a year and a half ago, when he heard his employer was offering free nutrition coaching for people with diabetes through Virta Health, he wondered if he might be eligible to join the low-carb program, even though he has normal blood sugar and doesn’t need to “reverse type 2 diabetes,” as the company promises. Sure enough, his employer allowed him to try it out.

Clark has lost over 75 pounds in the program and has discovered he has renewed energy for both work and hobbies, including wood carving. He says he’s trimmer now than he was when he left the Army in his mid-20s. He’s spent the past several months maintaining his weight and working on muscle building.

He’s lost over 75 pounds with diet, exercise, and guidance from a coach


jerry in the mirror

“I go running now without my shirt,” Clark says, something he wouldn’t have imagined doing in the past. “Look at me if you want to. If you don’t, I don’t care.”

Courtesy of Jerry Clark



“I look pretty dang-on good right now for a 58-year-old guy,” he said. “Almost getting a six pack back.”

He has also helped his son lose over 100 pounds using the nutrition techniques he’s learned, which are in line with some of the recent federal nutrition guidelines, released in January.

This is no coincidence: Virta co-founder Jeff Volek helped draft the Trump Administration’s new Dietary Guidelines for Americans, which encourage people to skip ultra-processed foods and added sugar, prioritizing animal protein and “healthy” fats.

Now Clark eats more whole foods than he used to, including fruits, vegetables, and meat. He doesn’t fuss too much about fat, especially the kind of fats in nuts, fish, and lean proteins like chicken.

“My journey’s not over, but I am getting there,” he said.


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Clark still drives a truck, but he’s developed a nutrition plan that makes it easier to maintain a healthy weight, with plenty of leafy green vegetables and lean proteins.

Courtesy of Jerry Clark



You don’t have to eat low-carb to lose weight

Many nutrition experts say low-carb ketogenic diet plans like the one he’s following are not right for everyone. Generally speaking, people without diabetes could benefit from more fiber and whole grains than this style of eating typically provides. Still, there are a few nutrition basics that just about every “healthy” diet plan agrees upon. Virta’s low-carb strategy is no exception. Plants like fruits, vegetables, nuts and seeds are good. Extra sugar and empty calories from white bread, cakes, and sodas? Not so much.


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Clark has helped his stepson, Harold, lose over 100 pounds. “We were all very big,” he said.

Courtesy of Jerry Clark



“There’s this base of knowledge which is pretty translatable between different diet camps,” nutrition scientist and ultra-processed food researcher Kevin Hall, co-author of the book “Food Intelligence,” previously told Business Insider. “All of the camps can sort of agree on non-starchy vegetables and lowering added sugar.”

Hall has performed studies showing that low-carb diets are not any better than low-fat diets, when it comes to how much fat people lose. Low-carb diets can be helpful for stabilizing blood sugar in patients with diabetes, but it’s the quality of a person’s diet that matters most.

“For the vast majority of people, it’s really the processed and refined carbohydrates that they should avoid,” Hall said. Carb-forward beans and strawberries, loaded with fiber and antioxidants, are great choices for most people.

Another big reason for the success of Virta patients like Clark, according to former US Food and Drug Administration commissioner Dr. David Kessler, is the “built-in accountability” that patients get from Virta’s intensive, personalized coaching model, as he explains in his new book “Diet, Drugs, and Dopamine: the New Science of Achieving a Healthy Weight.”

As for Clark, he has a few evidence-based nutrition moves he credits with helping him make the lasting diet changes that he plans to stick to for the long haul.

Here are his 7 best pieces of diet advice:

Eat more vegetables


green vegetables

“You can eat almost all the green leafy vegetables you want and all the broccoli you want,” Clark said.

bit245/Getty Images



When Clark drives his 600-mile route from North Carolina to West Virginia and back overnight, he brings his own “lunch,” or gets a few essentials from the supermarket. No more greasy spoons. Broccoli, leafy lettuces, and cucumbers are now staple foods at his house for lunch and dinner.

“I’ll pack a chicken breast and some broccoli, and then at around midnight when I get to a truck stop, I’ll pull in and pop it in a microwave, and I’m pretty happy,” he said.

With the help of his nutrition coach, Clark started meal prepping and shopping around the perimeter of the grocery store, a classic pro-nutrition move.

“Most of the crap is in the middle,” he said.

Change your palate — it takes time, but curbs sugar cravings in the long run


salad with egg avocado and tomatoes

Clark says his new eating pattern isn’t a diet, it’s a lifestyle shift.

Grazziela Bursuc/Getty Images



Clark has found that over time, he is craving less sugar. It helps that he doesn’t keep junk food in the house, since it’s typically loaded with sugar, saturated fat, and refined flour. Now, he finds he wants veggies and other whole foods, including deer and rabbit for dinner, and blueberries as a sweet treat.

“Food itself tastes good as long as you change your taste buds,” he said. “It’s going to take you a month for your taste buds to change.”

Studies suggest that most of our taste buds regenerate about every 10 days, but some take longer to turn over, around three weeks or so.

Avoid ‘added crap’ like refined flour and sugar


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Clark stays away from foods made with refined white flour, or added sugar.

monticelllo/Getty Images



Clark said he still enjoys many of the same foods he used to eat, he just prepares them differently now.

“You can have the same stuff,” he said. “You can’t have all the added crap that America puts on it.”

For him, that means rotisserie chicken instead of fried chicken and homemade ice cream made from whipping cream and eggs, with far less sugar than store-bought tubs.

Though the Clark house generally stays away from fast food and ultra-processed groceries now, there is some occasional wiggle room from time to time for a low-calorie, low-carb, ultra-processed dessert like Cool Whip with Jell-O. Even that’s pretty rare these days, Clark said.

Use your hand to measure meals


hand cupping raspberries

Clark uses the palm of his hand to measure portions. A cup of vegetables fits snugly into one cupped hand.

Nazar Rybak/Getty Images



Clark says one of his biggest challenges in the program has been learning not to overeat. It’s something he’s talked over with his coach.

“I am an over eater — that’s my biggest problem,” he said. “I like mass quantities of food.”

Obesity medicine doctors say that’s likely because Clark’s “enough” point became dysregulated: as he gained weight, his brain sent signals to his body to eat more and store more fat, in protection mode against starvation.

With guidance tailored to his body size and a kitchen scale, Clark started measuring out a recommended 7 ounces of protein for lunch and dinner. But his coach also gave him a quick shortcut for thinking about his portion sizes.

“Your hand is your best tool,” he said. “The palm of your hand without your fingers is approximately 7 ounces, that’s a portion of meat.”

Don’t obsess about the numbers on the scale if you know things are moving in the right direction


bathroom scale

Numbers don’t tell the whole story. Waist circumference can be a better measure of overall health.

Fiordaliso/Getty Images



When Clark started adding regular weightlifting into his workout routine, the number on his bathroom scale stagnated. His coach encouraged him to focus on other metrics instead.

“My muscles are getting bigger, and my waist is getting smaller,” he said. “My coach said, ‘If you’re happy with what you see in the mirror, be happy.'”

Build your tribe


people high fiving

Regular check-ins with buddies, encouraging one another to stay committed to fitness and nutrition goals, can really help.

RealPeopleGroup/Getty Images



Clark has been openly sharing his nutrition strategy with family and friends. His son has lost over 100 pounds using his techniques, and one of his long-haul trucking buddies has lost over 80 pounds.

“We talk every night: ‘Hey man, what’d you eat today? Did you work out?'” Clark said. It’s another time-tested strategy: couples, friends, and families who lose weight together tend to have better long-term success.

Now, Clark’s wife is getting interested in the program.

“She sees me, and she’s like, ‘Man, you’re doing really good. I want to try that.'”

Treat yourself to an hour of movement every day


lacing up

Clark looks forward to his uninterrupted, sacred hour for workouts.

Jay Yuno/Getty Images



Finally, Clark has developed a new routine of working out 6 days a week, alternating heart-healthy cardio (like a run) with weightlifting every other day. Building muscle mass is a great way to maintain the right kind of weight loss, encouraging the body to shed fat instead of muscle. If he’s hungry after, he grabs a protein shake “to fill my muscle stores up.”

“I told my wife: one hour a day, I don’t want anybody to bother me,” Clark said. “No phone calls, no ‘honey, you got to fix the toilet, mow the grass.'”

Now, he looks forward to the dedicated, sacred time for workouts.

“An hour out of a day? Come on. That’s nothing. Give it to yourself and then make it work,” he said.




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A map of the western hemisphere showing the flight path of Air France 191 which departed Bengaluru and diverted to Ashgabat.

Passengers flying to Paris spent 21 hours stranded in the remote nation of Turkmenistan

Air France passengers were delayed by nearly two days after they were diverted to Turkmenistan.

Monday’s Flight 191 was already running 21 hours late when it departed Bengaluru, India, shortly after 11 p.m., according to data from Flightradar24. It was supposed to land in Paris about 10 hours later.

However, four hours into the journey, the Boeing 777 started descending. It made a U-turn to land in Ashgabat, the capital of Turkmenistan, a sparsely populated nation in Central Asia.

Registered as F-GSPI, the jet is 26 years old. The cause of the diversion has not been confirmed, though The Independent reported that the plane suffered an engine issue.

Passengers then had to wait nearly another whole day to continue their journey to Paris. Turkmenistan is ruled by what Human Rights Watch has described as a totalitarian, hereditary government and is one of the world’s most politically secluded countries.

Air France did not respond to a request for comment sent by Business Insider.

Given that the flight departed from India, there were a number of Indian nationals on board, who were hosted by the nation’s consulate in Turkmenistan. It is unclear where the majority of the passengers on the flight stayed during their time in Ashgabat.

Ultimately, a new aircraft was dispatched to collect the passengers. Flight-tracking data shows another Air France Boeing 777 left Paris on Tuesday morning and arrived in Ashgabat after a five-hour flight.

It spent about three hours on the ground before departing Turkmenistan shortly after 1 a.m. That’s nearly 22 hours after the passengers first arrived there.

The plane then landed in the French capital at 3:23 a.m. on Wednesday. Along with the departure delay, that’s 43 hours later than passengers initially expected to get there.

Flight-tracking data appears to show that the original plane is still on the ground in Ashgabat as of Thursday morning, three days after it landed there.

This wasn’t the first time that Air France has sent a plane to rescue stranded passengers.

In May 2024, one of its Boeing 787s was flying from Paris to Seattle when a burning smell was detected in the cabin.

The pilots declared an emergency and diverted to Iqaluit, the capital of Canada’s Nunavut territory. A different flight was canceled so a Boeing 777 could take the passengers to New York.




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Shopify experienced instability for hours on one of the busiest shopping days of the year. Last year, it handled $11.5 billion between Black Friday and Cyber Monday.

It was a tough day for one of the nation’s largest transaction platforms to experience instability.

Shopify suffered an outage on Cyber Monday, freezing some merchants out of their accounts and point-of-sale systems during one of the busiest shopping days of the year.

The financial impact is still unclear. A spokesperson directed Business Insider to the company’s status page.

Many small business owners posted on social media to tell shoppers that their shipping labels could not be generated and that they may experience issues during checkout.

Outage tracker Downdetector showed a spike of roughly 4,000 problem reports at 11 a.m. ET, with thousands more pouring in around 1:15 p.m. ET.

The Canadian e-commerce transaction giant said early afternoon on its status page that some sellers were “experiencing issues” with Shopify admin, Point of Sales, Mobile, and Shopify Support.

By mid-afternoon, Shopify reported that services were recovering after engineers fixed an issue with the company’s login authentication flow, though pockets of disruption remained.

“We are seeing signs of recovery for admin and POS login issues now,” Shopify said in a 2:31 p.m. ET update, adding that teams were still monitoring the situation.

By 3:38 p.m. ET, Shopify said in its most recent status update that its Help Center is still “experiencing longer than normal wait times.”

As of 9 p.m. ET, Point of Sale, API & Mobile, and Support are still considered to have “degraded performance.”

Shopify powers more than 10% of US e-commerce sales. The company’s President, Harley Finkelstein, said in a press release on Saturday that the platform processed $6.2 billion in gross merchandise volume on Black Friday, up 25% year over year, led by cosmetics, activewear, fitness, and nutrition.

Shopify’s stock closed 5.8% down on Monday.




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Trump’s hush-money judge alerted lawyers about a Facebook comment claiming Trump would be convicted 24 hours before it happened. The commenter describes himself as a ‘professional s—poster.’

About 24 hours before a Manhattan jury made Donald Trump the first-ever former president to become a convicted felon — a person going by the name “Michael Anderson” made a little-noticed Facebook comment.

“Thank you for all your hard against the MAGA crazies!” he wrote in a comment on an unrelated post on the official page of the New York State Unified Court System.

“My cousin is a juror on Trumps criminal case and they’re going to convict him tomorrow according to her. Thank you 🙏 New York courts!!!! ❤️”

In a Friday afternoon letter, New York Supreme Court Justice Juan Merchan, who presided over the trial, alerted prosecutors and Trump’s defense lawyers about the comment.

“Today, the Court became aware of a comment that was posted on the Unified Court System’s public Facebook page and which I now bring to your attention,” Merchan wrote.


juan merchan trump juror comment letter

A portion of the Friday filing from New York Supreme Court Justice Juan Merchan.

New York courts



But it’s far from clear that the comment is genuine.

Anderson — if that is his real name — claims to be a troll.

Business Insider located the Facebook comment, which was timestamped 4:39 p.m. on May 29, a day before the jury verdict. It was made in response to an unrelated Facebook post about a program from the New York state court system to promote diversity.

“Now we are married ❤️ 😁,” he posted in response to another Facebook comment, which criticized his purported cousin.


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A screenshot of Michael Anderson’s Facebook comment.

Facebook



On his Facebook page, Anderson describes himself as “Transabled & a professional shit poster.” His profile picture is an image claiming his account is restricted. His cover photo broadcasts the slogan: “Facebook: Wasting peoples lives since 2004.”

Few posts are publicly visible on Anderson’s page. Visible ones appear to be food videos and comedic Reels, a product from Facebook owner Meta that seeks to emulate TikTok videos.


michael anderson facebook screenshot

Michael Anderson’s Facebook page describes him as a “professional shitposter.”

Facebook



“As appropriate, the Court informed the parties once it learned of this online content,” Al Baker, a spokesperson for the New York State Unified Court System, told Business Insider, declining to comment further on the incident.

Trump lawyers Todd Blanche and Susan Necheles, as well as representatives for the Manhattan District Attorney’s office, did not immediately respond to requests for comment from Business Insider.

Anderson did not immediately respond to a request for comment from BI sent through Facebook, but in a public post added to his profile shortly after BI reached out, he wrote, “Take it easy, I’m a professional shitposter,” along with a laughing emoji and the Wikipedia definition of shitposting.

While it remains unclear how significant the Facebook post will become during the proceedings leading up to Trump’s sentencing, it could complicate things.

Neama Rahmani, a former federal prosecutor, told BI that the social post, though apparently trolling, could raise questions about whether outside influences managed to find their way into the jury deliberation room, which is one of the few times the defense could use jury deliberations as grounds to appeal for a new trial.

However, he said, the burden for a new trial is high and would require the defense to show an outside influence prejudiced the jury enough that the outcome may have been different without exposure to it.

“A stray comment on social media is not enough for a new trial,” Rahmani said. “But if the defense can get a declaration from a juror that they discussed the case with family members, then Judge Merchan would hold an evidentiary hearing to examine the juror to determine whether the improper influence and prejudice took place.  I don’t think a statement from the family member is enough if it’s not supported by a juror affidavit.”


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