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Silicon Valley CEO says ‘vibe coding’ lets 10 engineers do the work of 100—here’s how to use it

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  • “Vibe coding” became an overnight buzzword in Silicon Valley after being coined by OpenAI co-founder Andrej Karpathy. The new attention on AI-powered coding is redefining the barriers to innovation.

This year may be the year that Silicon Valley hits one of its pinnacles—traditional coding is out, and vibes are in. 

That’s at least according to OpenAI co-founder Andrej Karpathy, whose post on X last month coining a new term sent Silicon Valley into a frenzy: “There’s a new kind of coding I call ‘vibe coding’, where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.”

Vibe coding works by typing or speaking a few sentences into an AI-powered coding platform (Cursor, Bolt, and Claude are a few examples), and a project that otherwise might take hours or days to code can be created in a matter of seconds. And even if the code quickly grows beyond one’s comprehension, that’s no concern; you can also prompt the AI to fix any bugs or make any desired changes just as easily.

While coding with generative AI is nothing new, its capabilities are improving by the day; in fact, Anthropic’s CEO Dario Amodei predicts AI will be writing all of the code in the next three to six months. So, if you want to jump on the vibe coding bandwagon, here’s what you need to know.

How to vibe code

With a growing number of code editors integrating AI into their platforms, practically anyone can learn to (vibe) code these days—and the process will likely only improve as advanced LLMs are democratized.

Let’s take Bolt, for example. Because it’s browser-based, it can be one of the easiest platforms to experiment with and understand the future of coding. After creating a free account, in as little as one sentence, you can ask the artificial intelligence to design a website, create a mobile app, or develop a video game—and the source code is provided at your fingertips. 

For example, I asked Bolt to redesign the McDonald’s website to make it more modern and entice me to eat there:

In less than a minute, I had the foundation to make a decent-looking website. Even though most of the source code is foreign to me, I can make changes to the design by fine-tuning prompts, reviewing outputs, and giving feedback.

Here’s another example. I asked Bolt to create an innovative app to track my fitness goals. After the initial prototype was created, I promoted it to change a specific button red.

While these are two basic instances developed in a matter of minutes, web and app development is just the tip of the iceberg; imagine the possibilities if you have a true business idea. Prototyping that previously could take days of your time can be completed almost instantly. 

Ethan Mollick, an associate professor at the University of Pennsylvania’s Wharton School, even recently used Claude to create a video game that includes mechanics of relativity—just by prompting and not touching a single line of code himself. 

And while even Karpathy admits vibe coding is not perfect, it signals that a future where new innovations can be developed overnight—and lead to earth shattering business pursuits. 

How vibe coding will impact software development careers

Vibe coding and the advanced capabilities of AI just might be the nail in the coffin when it comes to the traditional views of computer programming and software development skills. However, for those who embrace AI, it can open even more doors. 

A team of just 10 vibe coders can easily be on their way to building the next multi-million dollar start-up, Garry Tan, CEO and president of Y Combinator, tells CNBC. That work otherwise might have taken 50 or 100 engineers.

“You know, maybe it’s that engineer who couldn’t get a job at Meta or Google, who actually can build a standalone business making 10 or 100 million dollars a year with 10 people,” Tan says. “Like that’s such a powerful moment in software.”

Even though the term vibe coding is less than two months old, tech experts and students alike have used generative AI for years to create software. However, this new Silicon Valley buzzword is likely to only expedite the need for AI skills. According to LinkedIn, AI literacy is the fastest-growing skill in the U.S. this year. 

Computer science is dead—and vibe coding is part of the rebirth

Vibe coding—and AI more broadly—will soon reshape everything in the world of computing, says Jules White, professor of computer science at Vanderbilt University. 

“It’s the most exciting time in computer science because all the computer science, in many ways that we’ve been doing for the past decades, is dead,” he says.

And while it’s likely those in tech will be writing less and less code, the ability to read and understand code remains an important skill—at least for now, he adds.

“We don’t do a good job, I think a lot of times, of teaching people to read other people’s code and to understand other people’s design decisions,” White says. “I think that’s going to have to become a much bigger emphasis if I’m using generative AI to write the code.”

The benefits of learning how to code and prompt AI are not restricted to those who want careers in tech. As generative AI is expected to impact all areas of the workforce, learning to use it can give you an edge in any job market

“It enables a lot of people who might not have a traditional software engineering background or access to it to just bring an idea to life, which I think is super, super exciting,” Antje Barth, a principal developer advocate at AWS tells Fortune.

Overall, Karim Meghji, chief product officer at Code.org encourages young learners in particular to not get distracted by the vibe coding “hype train” and instead focus on building a foundation with their own skills.

“Lean into using these tools. Understand tools, but don’t forget the basics. It’s like we all took a language when we were in school, and then we applied the language,” Meghi says. “That doesn’t mean that we didn’t have tools to help us apply the language, but we learned foundations so we could actually create good stories.”

This story was originally featured on Fortune.com



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Beijing jacks up tariffs on American goods to 84% in response to Trump’s 104% duties on China imports

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China again vowed to “fight to the end” Wednesday in an escalating trade war with the U.S. as it announced it would raise tariffs on American goods to 84% from Thursday.

Beijing also added an array of countermeasures after U.S. President Donald Trump raised the total tariff on imports from China to 104%.

“If the U.S. insists on further escalating its economic and trade restrictions, China has the firm will and abundant means to take necessary countermeasures and fight to the end,” the Ministry of Commerce wrote in a statement introducing its white paper on trade with the U.S.

The government declined to say whether it would negotiate with the White House, as many other countries have started doing.

On Friday, China announced a 34% tariff on all goods imported from the U.S, export controls on rare earths minerals, and a slew of other measures in response to Trump’s “Liberation Day” tariffs. Trump then added an additional 50% tariff on goods from China, saying negotiations with them were terminated.

So far, China has not appeared interested in bargaining. “If the U.S. truly wants to resolve issues through dialogue and negotiation, it should adopt an attitude of equality, respect and mutual benefit,” said Ministry of Foreign Affairs spokesman Lin Jian Wednesday.

The paper says that the U.S. has not honored the promises it made in the phase 1 trade deal concluded during Trump’s first term. As an example, it said that a U.S. law that would ban TikTok unless it is sold by its Chinese parent company violates a promise that neither would “pressure the other party to transfer technology to its own individuals.”

Trump signed an order to keep TikTok running for another 75 days last week after a potential deal to sell the app to American owners was put on ice. ByteDance representatives called the White House to indicate that China would no longer approve the deal until there could be negotiations about trade and tariffs.

The paper also argued that taking into account trade in services and U.S. companies’ domestic Chinese branches, economic exchange between the two countries is “roughly in balance.”

It says that China had a trade in services deficit with the U.S. of $26.57 billion in 2023, which is composed of industries like insurance, banking and accounting. Trump’s tariffs were designed to close trade deficits with foreign countries, but those were calculated only based on trades in physical, tangible goods.

“History and facts have proven that the United States’ increase in tariffs will not solve its own problems,” said the statement from the Chinese commerce ministry. “Instead, it will trigger sharp fluctuations in financial markets, push up U.S. inflation pressure, weaken the U.S. industrial base and increase the risk of a U.S. economic recession, which will ultimately only backfire on itself.

This story was originally featured on Fortune.com



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Trump’s trade war has taken a $700 billion bite out of Apple as people wake up to the reality of how expensive an iPhone will be under the new tariffs

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  • Apple’s market cap has plummeted by $700 billion as its stock takes a beating in the aftermath of Trump’s “liberation day” tariffs. The company is uniquely exposed to Trump’s tariffs on China, as it produces most of its moneymaker iPhones in the country. If CEO Tim Cook can’t secure tariff exemptions for the company, as he did during the first Trump administration, the blow could be “a complete disaster,” according to Wedbush Securities analysts.

Apple’s market cap has collapsed by $700 billion in the days following Trump’s “liberation day” as investors realized just how much new tariffs will hit the tech giant’s biggest moneymaker.

In the three days after Trump announced new eye-popping tariffs on U.S. trading partners, Apple stock plummeted 19%, making it the worst drop over the same period since 2001. Since April 2, Apple’s stock rout has chipped away about $700 billion from its market cap, dropping it to $2.6 trillion as of Monday from about $3.3 trillion last week. From $223 per share last week, Apple’s share price, as of Tuesday, had fallen to $175, and was down 3% in afternoon trading.

The stock rout comes as analysts warn the company’s biggest moneymaker, the iPhone, is at major risk from President Trump’s mega-tariffs because of its supply chain in Asia. While Apple secured exemptions when Trump instituted tariffs during his first administration, it’s unclear if CEO Tim Cook will be able to secure the same treatment this time.

“The tariff economic Armageddon unleashed by Trump is a complete disaster for Apple given its massive China production exposure,” Wedbush Securities analysts led by Dan Ives wrote in a Sunday note. “In our view, no US tech company is more negatively impacted by these tariffs than Apple with 90% of iPhones produced and assembled in China.”

Despite Trump’s plan to use tariff pressure to bring more manufacturing to the U.S., analysts estimate moving even one-tenth of Apple’s supply chain to the U.S. would cost $30 billion and take three years. If Apple passes increased costs to consumers, the price of an iPhone could skyrocket.

The price of Apple’s cheapest iPhone 16 could jump to $1142 from its announced price tag of $799, Reuters reported, citing analysts at Rosenblatt Securities. The price of an iPhone 16 Pro Max with 1 terabyte of storage could jump from $1,599 to about $2,300, the analysts estimated.

Apple did not immediately respond to Fortune‘s request for comment.

The current tariffs at 32% for Taiwan and 54% for China would be especially “devastating” to Apple and its costs, the analysts wrote. Trump also said Tuesday he would follow through with the additional tariffs of 50% he threatened against China for retaliating against the United States’ initial tariff hikes last week. If instituted at midnight as planned, cumulative tariffs on China would be around 104%.

Apple has diversified its supply chain away from China in recent years, but Wedbush analysts estimate that along with most iPhones, 50% of Mac products and 75% to 80% of iPads are still made in China. 

The tech giant has also shifted production to Vietnam, including about 90% of its wearables like the Apple Watch, according to Evercore ISI. Yet, Apple’s imports to the U.S. from Vietnam will, as of now, also be hit with a 46% tariff.

Apple now produces about 1 in 7 iPhones, or $14 billion worth of the products, in India, Bloomberg reported. Imports from India still face a tariff of 26%.

This story was originally featured on Fortune.com



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How China is trying to ‘tariff-proof’ its economy as the trade war with U.S. heats up

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China is trying to tariff-proof its economy by boosting consumption and investing in key industries, but analysts say it remains critically vulnerable to the economic storm triggered by Donald Trump’s 104 percent levies on its goods.

Beijing has vowed to “fight to the end” against Trump’s aggressive trade policy, with number two leader Li Qiang saying authorities were “fully confident” in the resilience of the Chinese economy.

But even before the tariffs hit, weakness in the post-Covid domestic market, rising unemployment and a long-running property crisis had all dampened consumption.

“The Chinese economy has been significantly weakened since Trump’s first term and can’t really withstand the impact of sustained high tariffs,” said Henry Gao, an expert on the Chinese economy and international trade law.

Overseas shipments had represented a rare bright spot last year, with the United States the top single country buyer of Chinese goods.

US figures put Chinese exports to the United States at around $440 billion in 2024, almost three times the $145 billion worth of imports.

Machinery and electronics — as well as textiles, footwear, furniture and toys — make up a majority of the goods sent, and a supply glut could squeeze already crowded domestic consumer markets.

Although China’s domestic market is stronger now than in Trump’s previous term, there would inevitably be pain ahead, said Tang Yao from Peking University’s Guanghua School of Management.

“Certain products are specifically designed for American or European markets, so efforts to redirect them to domestic consumers will have only a limited effect,” he said.

‘Strategic opportunity’

However, a weekend editorial in the Communist Party-backed People’s Daily described the tariffs as a “strategic opportunity” for China to cement consumption as the main driver of economic growth.

We must “turn pressure into motivation”, it read.

Beijing has been seeking to “recast structural external pressure as a catalyst for long-intended reforms”, said Lizzi Lee from the Asia Society Policy Institute’s Center for China Analysis.

Authorities are “projecting confidence”, she said.

China’s quick and coordinated response to tariffs reflect lessons learned from Trump’s first term, she added.

For example, in addition to readying reciprocal tariffs on US goods set to come into effect Thursday, Beijing’s commerce ministry the same day announced export controls on seven rare earth elements — including ones used in magnetic imaging and consumer electronics.

Beijing’s response to any further escalation may no longer be confined to tit-for-tat levies, as China is “refining its retaliatory approach”, Lee said.

Since Trump’s first term, China has diversified and fortified relationships with countries in Europe, Africa, Southeast Asia and Latin America, as well as South Korea and Japan.

Beijing could also expand government support for the private sector as entrepreneurs fall back into President Xi Jinping’s good graces, added ANZ’s Raymond Yeung.

China’s leaders have been trying to promote domestic self-reliance in technology for some time, offering explicit support and reinforcing supply chains in key areas like AI and chips.

‘No real protection’

While this time round Beijing has more experience with Trump, it “doesn’t mean the Chinese economy can easily shake off the effects of soaring tariffs”, said Frederic Neumann, chief Asia economist at HSBC.

Authorities will be looking to quickly offset falling US demand for Chinese goods, he said.

That could look like trade-in schemes or more consumer subsidies that make it easier for Chinese shoppers to buy common household items, from water purifiers to electric vehicles.

“By creating demand and trade opportunities for China’s partners in Asia and Europe, the country could help shore up what’s left of the liberal global trading order,” Neumann said.

But whether or not Beijing can do that is yet to be seen.

The government has “been very reluctant to introduce real consumption stimulus, which is why there’s such low confidence in any so-called consumption-boosting measures”, Gao said.

“I don’t think China has any real protection against a trade war,” he added.

Success also goes beyond words, and ultimately hinges on Beijing’s ability to deliver the long-awaited consumption boost, HSBC’s Neumann warned.

“This is China’s moment to seize economic leadership of the world,” he said.

“But that leadership will only come about if domestic demand rebounds and fills the void left by an absent US.”

This story was originally featured on Fortune.com



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