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Figma больше не первый инструмент дизайнера. И это не выбор
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 14:39:51 | Created: 2026-07-07 14:41:38

Сначала был громкий тезис: «ИИ заменит дизайнеров». Потом пришел другой, помягче: мол, ничего он не заменит, наоборот — открыл возможности, дизайн теперь может больше. Звучит добрее, а врет сильнее.

«Может» — слово с лазейкой. Оно намекает на выбор: хочешь — берешь новые инструменты, не хочешь — работаешь как привык. Но выбора нет. Дело не в том, что кто-то работает хуже: если рядом коллега проходит тот же путь заметно быстрее, разрыв в скорости рано или поздно заметят — сначала команда, потом рынок. Вопрос только в том, когда это коснется вас.

Я продуктовый дизайнер в Cloud.ru, проектирую интерфейсы для ИИ-агентов. У нас в компании активно внедряют ИИ-инструменты в работу, и между дизайнерами принято делиться практиками — кто что попробовал, что зашло, что нет.

Эта статья из таких: показываю свой опыт. Недавно я с нуля собрал раздел проверки безопасности для одного из наших продуктов. Раньше задача в таком виде заняла бы у меня недели полторы — здесь я уложился в три рабочих дня до согласованного флоу макетов. Разберу по шагам, где ИИ сократил путь, а где встал намертво и заставил все объяснять руками. Если вы продуктовый дизайнер и пока приглядываетесь к этим инструментам со стороны — статья для вас.

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Those Soldiers Flooding Your Feeds? They Might Not Be Real.
Published: 2026-07-07 09:03:01 | Created: 2026-07-07 14:41:37
Videos generated by artificial intelligence have swarmed social media to exploit public support of U.S. troops for other purposes.
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Midtown Manhattan Building Evacuated as Officials Warn of Collapse
Published: 2026-07-07 15:07:42 | Created: 2026-07-07 14:41:37
The complex, which once housed offices for the pharmaceutical company Pfizer, is being converted to residences. Officials inspecting it found support columns were buckling, and upper floors were sagging.
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Маленькая модель на 0.6B держит квантование лучше, чем «крупная» на 1B: измерил деградацию function-calling на 4 ГБ VRAM
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 14:38:15 | Created: 2026-07-07 14:39:38

Как квантование ломает function-calling у LLM? Собрал бенчмарк QuantCall, протестировав модели на 4 ГБ VRAM. Главный инсайт: устойчивость к квантам зависит не от размера, а от семейства. Меньшая Qwen3-0.6B стабильно генерирует валидный JSON даже на Q4, а более крупная Llama-3.2-1B деградирует уже на Q8, путая типы данных. Также GBNF-грамматики не спасают от ошибок, но заметно замедляют инференс.

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Лучшие нейросети для создания презентаций по тексту, выбираем ТОП-5 ИИ для создания и улучшение слайдов
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 14:34:41 | Created: 2026-07-07 14:36:38

Вчера в 11 вечера я поймал себя на том, что 20 минут пытаюсь выровнять иконку относительно заголовка на 14-м слайде. Завтра - отчет перед заказчиком, и вместо того, чтобы проверять цифры и логику аргументов, я трачу время на рутинную подгонку элементов в PowerPoint.

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Raytheon, NATO Move to Build Advanced AMRAAM Missile Components in Europe
Published: 2026-07-07 14:34:00 | Created: 2026-07-07 14:36:37
The defense contractor said it is working in partnership with the U.S. government and multiple other NATO nations to conduct a series of feasibility studies that would qualify new suppliers in Europe for priority components of its advanced medium-range air-to-air missile.
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AI law startup Norm raises $120M, hits unicorn valuation
Published: 2026-07-07 14:35:42 | Created: 2026-07-07 14:36:37
AI law startup Norm has raised a $120 million Series C round led by Khosla Ventures, valuing the startup at $1.2 billion. 
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Why Old Master paintings are back in vogue
Published: 2026-07-07 14:22:00 | Created: 2026-07-07 14:34:37
Attitudes towards art, value and what it takes to be a good collector are changing
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Explosions rock Damascus during Macron visit in Syria
Published: 2026-07-07 14:25:35 | Created: 2026-07-07 14:31:37
Explosions in Damascus injured over a dozen people, according to Syrian state TV, during French leader Emmanuel Macron's visit to Syria to meet with President Ahmed al-Sharaa. CBS News' Chris Livesay has more.
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Can surviving spouses be sued for medical debt?
Published: 2026-07-07 14:36:10 | Created: 2026-07-07 14:31:37
Wondering who's responsible for the remaining medical bills after a spouse dies? The answer may surprise you.
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Гибридные команды и агентская память: как мы учимся усиливать людей, а не заменять их
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 14:25:34 | Created: 2026-07-07 14:26:38

ИИ часто обсуждают как способ заменить людей в разработке. Мне эта рамка кажется слабой.

Гораздо интереснее другое: как люди и агенты могут работать в одном производственном контуре, где человек сохраняет смысл, мотивацию и ответственность, а агенты помогают переводить этот смысл в структуру, решения и действия.

В статье рассказываю, как мы начали выносить технический шум из человеческих чатов в слой агентской памяти: требования, ссылки, решения, дефекты, результаты проверок и контекст реализации. Люди продолжают говорить человеческим языком, а агенты читают и передают друг другу структурированное знание.

Получилась не история про «сократить людей», а история про то, как усилить команды и снизить потери смысла между ролями.

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From The Sports Desk: Belgium demolishes the U.S. 4-1, and then trolls it afterward
Published: 2026-07-07 14:19:09 | Created: 2026-07-07 14:23:37
The United States’ World Cup campaign was brought to a screeching halt in Seattle last night by a Belgian team that played as if it had extra motivation after the Folarin Balogun affair.
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Video shows moment roof collapses as flash flooding slams East Coast
Published: 2026-07-07 14:15:59 | Created: 2026-07-07 14:23:37
Parts of the East Coast are cleaning up from a series of storms that brought flash flooding and widespread damage. Meg Oliver reports.
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Prince Harry loses long legal battle against U.K. tabloid publisher
Published: 2026-07-07 14:26:14 | Created: 2026-07-07 14:23:37
Prince Harry has lost his case against the publisher of the Daily Mail and Mail on Sunday tabloids, with the top U.K. court dismissing claims of illegal information gathering.
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Murder investigation launched after mother and children found dead near Bedford
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 14:18:41 | Created: 2026-07-07 14:20:37

Police appeal for information from the public and say suspect is thought to have fled the country

A murder investigation has been launched after a mother and her two children were found dead at a property near Bedford.

Bedfordshire police said they believed that the suspect, who was known to the victims, had fled the country.

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Common talks "Silo" series and what drew him to the role
Published: 2026-07-07 14:03:29 | Created: 2026-07-07 14:18:37
Common speaks to "CBS Mornings" about starring in the series "Silo," which is back for a third season. The Oscar, Emmy and Grammy Award winner reveals what drew him to his character. He also discusses recent performances, including at the BET Awards and the opening of the Obama Presidential Center.
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Democrats call for Graham Platner to abandon Senate race after sexual assault accusation
Published: 2026-07-07 14:12:00 | Created: 2026-07-07 14:18:37
Democratic leadership is pushing Maine's Graham Platner to remove himself from the Senate race after a former partner accused Platner of sexual assault. CBS News' Caitlin Huey-Burns has the latest details.
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Lake Powell, a vital reservoir, plunges toward unprecedented low levels as water crisis deepens in US west
Published: 2026-07-07 20:05:17 | Created: 2026-07-07 14:16:37

Experts say the critical reservoir system is careening toward a breaking point as the US west’s climate warms and dries

Lake Powell, the US’s second-largest reservoir, threatens to plunge to unprecedentedly low levels this year after a historically bleak snowpack failed to raise its water level, scientists and water experts have said, adding renewed urgency to stalled talks over how to conserve a water source depended on by tens of millions of people in the US south-west.

The 185-mile Colorado River reservoir currently stands at about 22% of its capacity, or roughly 5.6m acre-feet. Lake Powell fell below that level for a few months three years ago. But those 2023 levels were recorded in the winter, when the reservoir, which straddles the Utah-Arizona border, hits its lowest ebb. Spring runoff carried the level back up to 9.6m acre-feet by June, according to data from the US Bureau of Reclamation.

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Prince Harry Loses Privacy Lawsuit Against Daily Mail Publisher
Published: 2026-07-07 15:41:34 | Created: 2026-07-07 14:16:37
The case brought by Harry and other celebrities against Associated Newspapers was one of several legal battles that the prince has fought against British tabloids in recent years.
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The US had the biggest opportunity in the history of American soccer. They wasted it | Alexander Abnos
Published: 2026-07-07 14:00:02 | Created: 2026-07-07 14:16:37

The USA men’s run at a home World Cup had attracted people who usually ignore soccer. Instead of triumph, they saw a humbling by Belgium

In the closing moments of the USA’s 3-2 win against Portugal at the 2002 World Cup, the ESPN commentator Jack Edwards took a moment to remind viewers who had stayed up all night of the profound result they were witnessing. From his perch in Suwon, South Korea – where he was watching the first match of a campaign that would end in a quarter-final that remains the high‑water mark for the modern US men’s national team – Edwards delivered a soliloquy that cut straight to the heart of the profound role World Cups play not just for the USA men’s team but for soccer as a force in American life.

“The players on that 1950 team that beat England … this [result] is about the foundation that they laid,” Edwards said in his booming bravado as the hour crept toward 7am ET. “This is about the thousands of American families who have helped this sport grow, and the people in those pockets all over the country who have stuck with soccer. And it’s also for those seven- or eight- or nine‑year-old kids, who are going to hear about this result when they wake up in the morning and rush outside, and knock a ball against a wall, and dream of something even greater than this.”

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Democrats begin pulling Platner endorsements after Maine Senate candidate faces sexual assault allegation
Feed: PBS News Hour - The Latest (https://www.pbs.org/newshour/feeds/rss/headlines)
Published: 2026-07-07 14:08:01 | Created: 2026-07-07 14:16:37
Graham Platner denied the allegation on Monday, but said he would be considering next steps for his campaign.
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Trump ally and hard-right leader Nigel Farage triggers vote, in bid to clear name amid financial scrutiny
Published: 2026-07-07 14:04:19 | Created: 2026-07-07 14:12:37
LONDON — Nigel Farage, a British right-wing leader and staunch ally of President Donald Trump, said Tuesday that he would resign his political seat and rerun in a move that shocked the nation and appeared to be an attempt to save his political career.
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Artemis II astronaut Jeremy Hansen stepping down from full-time role
Published: 2026-07-07 14:08:11 | Created: 2026-07-07 14:12:37
Canadian astronaut Jeremy Hansen announced Monday that he is stepping down from his full-time role as an astronaut, months after flying around the moon on NASA’s Artemis II mission.
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New lawsuit alleges U.S. shared asylum application details with Iran
Feed: NPR Topics: News (https://feeds.npr.org/1001/rss.xml)
Published: 2026-07-07 14:04:47 | Created: 2026-07-07 14:11:38
Secretary of State Marco Rubio prepares to testify during a House Committee on Foreign Affairs hearing in the Rayburn House Office Building on June 3.

A lawsuit alleges the Trump administration is divulging details of Iranian asylum seekers to the government of Iran.

(Image credit: Anna Moneymaker)

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Iran’s Attacks on Ships Betray Its Concern Over Losing Its Grip on Hormuz
Published: 2026-07-07 14:08:00 | Created: 2026-07-07 14:11:37
Alternative routes, workarounds and improved oil supplies are making it harder for Tehran to exploit its leverage over the strategic waterway.
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WATCH: Americans shine at Wimbledon
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-07-07 15:24:35 | Created: 2026-07-07 14:08:37
Americans Coco Gauff and Jessica Pegula will face off on Wimbledon's famed grass courts in the quarterfinals.
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Prince Harry Loses Daily Mail Phone Hacking Suit
Published: 2026-07-07 14:07:00 | Created: 2026-07-07 14:08:37
Ruling at London’s High Court marks the prince’s latest suit in a yearslong campaign against press intrusion.
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Belgium dominates U.S. in World Cup match after red card controversy
Published: 2026-07-07 14:03:25 | Created: 2026-07-07 14:06:37
Belgium eliminated the U.S. from the World Cup on Monday with a dominating 4-1 victory. The U.S. loss followed days of controversy regarding U.S. star Folarin Balogun's red card suspension and FIFA's decision to lift the one-game ban. Nicole Valdes reports.
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Lake Powell, a vital reservoir, plunges toward unprecedented low levels as water crisis deepens in US west
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 20:05:17 | Created: 2026-07-07 14:05:37

Experts say the critical reservoir system is careening toward a breaking point as the US west’s climate warms and dries

Lake Powell, the US’s second-largest reservoir, threatens to plunge to unprecedentedly low levels this year after a historically bleak snowpack failed to raise its water level, scientists and water experts have said, adding renewed urgency to stalled talks over how to conserve a water source depended on by tens of millions of people in the US south-west.

The 185-mile Colorado River reservoir currently stands at about 22% of its capacity, or roughly 5.6m acre-feet. Lake Powell fell below that level for a few months three years ago. But those 2023 levels were recorded in the winter, when the reservoir, which straddles the Utah-Arizona border, hits its lowest ebb. Spring runoff carried the level back up to 9.6m acre-feet by June, according to data from the US Bureau of Reclamation.

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Burnham urged to ditch ‘dangerous’ UK-US NHS drug deal
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 13:56:20 | Created: 2026-07-07 14:05:37

Exclusive: health groups call on expected next prime minister to rip up agreement, which analysis suggests could lead to 229,000 excess deaths by 2036

Andy Burnham is being urged to scrap the UK-US trade deal on medicines as health organisations and doctors’ groups warn it is dangerous and prioritises pharmaceutical company profits over the lives of NHS patients.

Ministers have defended the agreement, signed last December, as a way of helping British drug exports to the US avoid tariffs and giving patients access to potentially life-extending drugs that would otherwise be denied.

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Curry, bagels … and AI? Londoners fight plan for huge datacentre in Brick Lane
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 14:00:02 | Created: 2026-07-07 14:05:37

Residents and council say creating affordable housing is more urgent than ‘high-frequency trading’ in nearby City

Campaigners in east London are opposing plans for a datacentre in Brick Lane that they say will worsen the area’s housing crisis and drive long-term residents away.

The road, famed for its curry houses and 24-hour bagel shops, is the latest flashpoint in the rapid rollout of datacentres across the UK that aims to meet demand created by artificial intelligence.

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How a Stranger Used One Text Message to Steal My Entire Digital Life
Published: 2026-07-07 14:00:03 | Created: 2026-07-07 14:04:37
—Tero Vesalainen—Getty Images

Consider, for a moment, the architecture of your own life. The photographs of your children. The passwords to your bank. The device in your pocket that pays for your coffee, unlocks your front door, and holds the second factor that guards everything else. Now ask a harder question: how many separate keys protect all of it, and how many of those keys are, in truth, the same key?

For most of us, the honest answer is one. One account sits beneath the others: an Apple ID, a Google login, a phone number that every "forgot password" link routes back to. We would never accept this design anywhere else.

I’m a pilot. No aircraft I have ever flown is permitted a single point of failure: every critical system carries a backup, and often a backup for the backup, so that no single fault can bring the plane down. Redundancy is the first principle of any system that cannot be allowed to fail. And yet millions of people carry their entire financial and personal identity on exactly one such lock, and think nothing of it.

On the afternoon of June 25, 2026, I learned what happens when the lock turns in a stranger's hand. It began, as these things now do, with a text message. It looked entirely official: a fraud alert about a possible unauthorized charge on my Goldman Sachs Apple Card, the credit card tied to my Apple ID. The message asked only that I reply "yes" or "no" to confirm the transaction. This is a routine, familiar request, the kind your bank sends all the time. I replied no.

A few minutes later, my phone rang. The number, the FBI would later confirm, belonged to the genuine Apple Card support line. It had been spoofed so precisely that the messages accompanying the call arrived in the same gray bubbles, with the same Apple logo, that only real Apple support uses in iMessage. Everything my eyes could check told me this was Apple. The man on the line said he was going to send a code to verify my identity, and that I should read it back to him. It is a request that feels routine in the moment, though I now know that no legitimate institution should ever make it.

When I asked the caller to prove he was who he claimed to be, he did something that turned my stomach: he read my entire Social Security number and my date of birth back to me. That was the moment I knew my identity had been stolen. No honest caller needed to recite my full Social Security number to me; the only reason he had it was that he already had everything.

He pressed on, offering to secure my account by mailing me a new card and asking which of my two addresses I wanted it sent to, naming them both. But I had begun to stall, and by then he was already inside.

I watched it happen on the screen in my hand. One by one, the cards in my Apple Wallet began to disappear: my Cash App card, a Japanese Suica transit card left over from a trip, my Visa cards, the Apple Card itself, deleted in front of me while I held the phone. Somewhere in those same minutes the attacker added a new trusted phone number to my account, one ending in 67, and stripped out my own. This is the master stroke of a modern takeover: it does not merely let the criminal in, it locks the owner out. From that moment, as far as Apple's own verification was concerned, the stranger was me, and I was no one.

I was standing at the gate in Kona, Hawaii, waiting to board a flight, when they marked the phone as lost and it erased itself in my hand. The anchor of my entire day—my money, my messages, my way home—went dark.

I flew to Honolulu with a dead rectangle of glass in my pocket. When I landed, I could not even leave the airport: no phone, no digital wallet, no way to summon a ride. The only tool I had left was my laptop. I opened it, found the airport Wi-Fi, and reached my wife, who was traveling in Indianapolis, over WhatsApp. From more than 4,000 miles and six time zones away, she ordered me an Uber. That is how I got out of the airport: no phone, no money, no way to get anywhere.

I went straight from the curb to the Apple Store in Honolulu, because surely, I thought, Apple could help me. My phone was erased, and the attacker had switched on Activation Lock, the anti-theft feature that binds a device to its owner's Apple ID. The irony was total: the security designed to protect me from a thief was now the thief's tool for locking me out of my own phone. I could not unlock the device in my own hand. Neither could Apple. At the Genius Bar, with my original purchase receipt and a stack of government IDs on the counter, the technicians told me there was nothing they could do. Their best advice was to buy a new phone.

Standing right there at the Genius Bar, I made my first call for help, to a friend who works in private security. That was the person who told me, in plain and practical terms, how to start locking everything down, and much of what my wife and I did over the next several days came from that first call.

I left the store and went to my cousin’s house. Neither of us had the first idea where to begin unwinding this, and we sat there together, two grown men, feeling helpless.

It was no longer only about money, though the money went that night too. The person who held my account also held more than 100,000 family photographs, my notes, my data, every password saved in my Apple keychain, my entire iMessage history, and, worst of all, the ability to receive the text-message verification codes sent to my own number, the codes that guard everything else.

In one app, the thief sold the investments I held there to raise cash, then reached my wife directly, sending her a payment request that looked to her like it came from me. She was careful and declined the first requests. A later one, appearing to be from me, drew thousands of dollars out of her before she understood that her own husband was not the one asking. 

Then they drained the rest. Overnight, from Los Angeles, my accounts bled out through a string of Walgreens drugstores, an Arco gas station, and a single charge of thousands of dollars at a Staples, the signature of a gift-card cash-out. Orders were delivered by a food-delivery app to a Los Angeles address I had never heard of. My PayPal was accessed. Two credit applications were filed in my name. When I tried to freeze one account in the middle of the night, I found its support line ran only on East Coast business hours. It was closed. The thief had the whole night, and used it. When the tally settled, several thousand dollars was gone, and only a small fraction has come back.

I expected the theft to end when the money did. It did not. Three days later, on June 28, the intruder reached back into the account and erased my smartwatch, off my wrist, in real time. They were still there. And Apple, it turned out, could not simply give the account back. To prove that I was me, Apple’s own recovery process required the very thing the thief controlled since they held the trusted number. Then the calls started, a wave of them from that same number ending in 67, a caller posing as an Apple supervisor and riding the spoofed line. After they take everything, they call you, and they sound exactly like the people you are most desperate to trust.

And the fraud has not stopped. In the weeks since, the thief has kept opening cryptocurrency accounts in my name, one after another, using the identity he took to move money through channels that are hard to trace and harder to undo.

The police, when I met them at my cousin's house, could do almost nothing but take a report. For guidance on the crime itself, I reached out to an old college classmate who is now an FBI agent. He confirmed that the number had been spoofed, walked me through what to document and whom to contact, and steadied me when I needed it. But he was also honest about the limits of the law. The crime was being committed in Los Angeles against a victim sitting in Hawaii, and getting the Los Angeles police to take up a case that crossed jurisdictions like that proved nearly impossible; no single department seemed to feel it was theirs to chase.

What saved me, in those first hours, was not a bank, or a platform, or the police. It was, of all things, artificial intelligence. I am a heavy user of Claude, the AI assistant built by Anthropic, and that first night, sitting helpless in my cousin's house, my instinct was to open a new project inside it and turn it into a command center. I poured in everything I knew: the timeline, the account numbers, the reference codes, the erased phone.

Later, at four in the morning, it was Claude I turned to with the question that mattered most: how do I get the Activation Lock off my own phone? It walked me through the exact steps to clear the lock using my own MacBook, the very thing the Genius Bar had said could not be done. Then it showed me how to rescue my eSIM through my carrier's app, so that I could have a working number again. Over the days that followed, it drafted the narratives for the police and the FBI, helped me fill out the FTC and federal complaint forms, and kept the whole sprawling wreckage organized when I was too exhausted to think.

In the days after, my wife and I did the grim, necessary work: filed with the Federal Trade Commission, froze our credit at all three bureaus for both of us, filed police reports in two states, filed a federal complaint, locked our phone lines, and built, on an entirely separate carrier, a private verification anchor that nothing else touches.

The reason a single text message could unspool an entire life is that the life hung on a single key. Everything I owned, and much of who I am, could be reached through one account, and once that account was gone, so was the ground under my feet.

The fix is not paranoia. It is diversification. No single credential should be able to open your phone, your money, your photographs, and your identity all at once. Assume the key will one day turn in a stranger's hand, and build a life that can survive the moment it does.

Here’s what I’ve learned:

1. Never build on a single point of failure.

 Treat your primary account like a concentrated position in one stock: a single bad day can wipe you out. Spread your digital risk. The credential that holds your money should not be the same one that holds your photographs, which should not be the same one that can recover everything else.

2. Never take an inbound call from a financial company. 

No legitimate bank is ever harmed by you hanging up and dialing the number on the back of your card, and none will ever ask you to read a verification code back to them. A criminal riding a spoofed line will. Make the call yourself, every time.

3. Never move a meaningful sum until you have heard the person's voice. 

A text is not a person. A payment request is not a person. Even a message from your spouse's own account is not proof your spouse sent it. My wife's money went to a stranger pretending to be me. One phone call would have stopped it.

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Britain’s Nigel Farage Quits Parliament Amid Probe Into Finances but Vows Return
Published: 2026-07-07 16:55:00 | Created: 2026-07-07 14:03:37
The populist, whose anti-immigration Reform UK party is leading polls, said he would run for Parliament again in a by-election.
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Exclusive discounts from CBS Mornings Deals
Published: 2026-07-07 13:52:59 | Created: 2026-07-07 14:03:37
On this edition of CBS Mornings Deals, we show you items that will help improve your everyday lifestyle. Visit cbsdeals.com to take advantage of these exclusive deals today. CBS earns commissions on purchases made through cbsdeals.com.
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GitFlic CI/CD: первый конвейер с нуля — от коммита до деплоя
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 14:01:34 | Created: 2026-07-07 14:02:38

CI/CD — процесс непрерывной интеграции и доставки кода — стало стандартом для большинства команд. Автоматический запуск тестов при каждом коммите, автоматическая сборка, автодеплой на стейдж или прод — без этого трудно представить современную разработку.

GitFlic имеет встроенный инструмент CI/CD, который не требует установки сторонних решений вроде Jenkins. Достаточно добавить в репозиторий файл конфигурации, настроить агента — и конвейер заработает сам.

В этой статье разберем, как устроен GitFlic CI/CD, из каких концепций он состоит и как написать первый рабочий конвейер с нуля.

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Pamplona revellers and a Nato summit: photos of the day – Tuesday
Published: 2026-07-07 13:55:01 | Created: 2026-07-07 14:01:39

The Guardian’s picture editors select photographs from around the world

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Burnham urged to ditch ‘dangerous’ UK-US NHS drug deal
Published: 2026-07-07 13:56:20 | Created: 2026-07-07 14:01:38

Exclusive: health groups call on expected next PM to rip up agreement, which analysis suggests could lead to 229,000 excess deaths by 2036

Andy Burnham is being urged to scrap the UK-US trade deal on medicines as health organisations and doctors’ groups warn it is dangerous and prioritises pharmaceutical company profits over the lives of NHS patients.

Ministers have defended the agreement, signed last December, as a way of helping British drug exports to the US avoid tariffs and giving patients access to potentially life-extending drugs that would otherwise be denied.

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Curry, bagels … and AI? Londoners fight plan for huge datacentre in Brick Lane
Published: 2026-07-07 14:00:02 | Created: 2026-07-07 14:01:38

Residents and council say creating affordable housing is more urgent than ‘high-frequency trading’ in nearby City

Campaigners in east London are opposing plans for a datacentre in Brick Lane that they say will worsen the area’s housing crisis and drive long-term residents away.

The road, famed for its curry houses and 24-hour bagel shops, is the latest flashpoint in the rapid rollout of datacentres across the UK that aims to meet demand created by artificial intelligence.

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Argentina 3-2 Egypt: World Cup 2026 last 16 – live
Published: 2026-07-07 18:39:58 | Created: 2026-07-07 14:01:38

Lionel Messi’s Argentina staged a remarkable fightback with three late goals to reach the quarter-finals

You wait all day for one Ed Aarons post … then two come along at once! Just as I was trailing his preview piece, Ed gets in touch with this communiqué from Georgia.

The atmosphere is building at the Atlanta Stadium, where temperatures are already in the 30s. Thankfully it’s fully air-conditioned inside. As you might expect, there are thousands of Argentina fans here to see if the reigning champions can book their place in the quarterfinals but not all have managed to get tickets. One has even cycled all the way from Buenos Aires to be here so let’s hope he gets lucky. There’s also plenty of Pharaohs fans wearing Mohamed Salah shirts. Can the Egyptian King inspire them to a famous victory?

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Chanel brings beanstalk to catwalk in fairytale Paris couture show
Published: 2026-07-07 13:48:50 | Created: 2026-07-07 14:01:37

Storytelling collection opens with mousseline skirt suit and ends with simple black dress in spirit of label’s founder

The first model on the Chanel catwalk was wearing a sheer mousseline skirt suit and carrying a tiny century-old leatherbound book of fairytales that once belonged to Coco Chanel herself. With the Lord of the Rings soundtrack booming through a stage set of giant parasol-scale poppies and lupins as tall as giraffes, the clothes narrated the stories in the pages. A row of buttons on the spine of a dress began with an ugly duckling, and ended with a swan. A Goldilocks minaudière handbag was fashioned in the shape of a golden sleeping bear. The lining of a jacket was hand-painted with a scene from Puss in Boots.

But Matthieu Blazy, holding the same book in his hands backstage after the show, told reporters that his favourite fairytale was the rags-to-riches story of Coco herself. “She climbed the ladder to find her golden goose, by making clothes for real women. Her clothes were never parodies. They were rooted in life,” Chanel’s creative director said.

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This startup pits dealerships against each other to bid on your used car
Published: 2026-07-07 14:00:00 | Created: 2026-07-07 14:00:37
Bidbus, which lets dealerships bid on used cars, has raised $15 million in a Series A round that was led by early-stage mobility fund Ibex Investors.
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Wife killer who manipulated child has sentence increased
Published: 2026-07-07 11:27:40 | Created: 2026-07-07 13:56:37
The Court of Appeal increases Robert Rhodes' sentence by four years after deeming it unduly lenient.
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Куда делись мои токены?
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 13:53:53 | Created: 2026-07-07 13:55:38

Когда начинаешь плотно работать с AI-агентом, кажется, что бОльшая часть токенов улетает на сложные процессы - код написать, сайт разобрать, статью подготовить, браузером поуправлять, в логах покопаться. Вроде логично, задача сложная, модель думает, инструменты дергает, контекст растет.

А потом смотришь внимательнее и понимаешь, что основная дыра вообще не там. Токены уходят не на полезную работу, а на служебную движуху вокруг нее. Cron-задачи, проверки, диагностика, статусные запросы, огромные списки инструментов “на всякий случай” - все это тихо ест бюджет каждый день. Агент еще ничего толком не сделал, а счетчик уже крутится. Примерно как если бы мастер пришел поменять розетку, но сначала выгрузил из газели весь строительный рынок, два перфоратора и почему-то бетономешалку.

Так что в статье решил поделится где именно была утечка, что я подкрутил и как получилось срезать примерно 4,6 млн токенов в день только на фоновых задачах.

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Oprah's Book Club pick Sophie Chen Keller reads "Little Wonder" excerpt
Published: 2026-07-07 13:53:45 | Created: 2026-07-07 13:55:37
Oprah Winfrey selected "Little Wonder" by acclaimed author Sophie Chen Keller as her latest book club pick. Keller reads an excerpt from her novel about an extraordinary journey of hope and love.
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Геймификация в IT: как сделать так, чтобы она не бесила команду
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-07 13:51:13 | Created: 2026-07-07 13:52:38

Непопулярное мнение от «Найт Стрит»: айтишники хейтят геймификацию не потому, что они интроверты или не уважают старания эйчаров. Просто в девяти случаях из десяти под видом игровых механик в процесс вшивают управленческий карго-культ. Баллы за коммиты, сомнительный рейтинги «героев спринта», ачивки за закрытые задачи. Всё это — дешёвый суррогат мотивации, который почему-то ещё и должен мотивировать. 

Скепсис команды в ответ на такую «геймификацию» — встроенный иммунитет против дурацких решений.

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Multiple US states see alarming increase in cases of parasitic illness that causes ‘explosive’ diarrhea
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 13:38:45 | Created: 2026-07-07 13:50:37

Almost 700 cases were reported to Michigan health department by Monday, up from 170 six days earlier

Cases of cyclosporiasis – a parasitic illness that causes “explosive”, watery diarrhea – have grown exponentially in recent days, health officials said, with an abnormally large outbreak reported in Michigan.

Almost 700 cases were reported to the state’s health department by Monday, ABC News said, up from 170 six days earlier, and almost 14 times Michigan’s average annual caseload of 50.

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Italian businessman questioned over bombing at investigative reporter’s home
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-07 13:36:26 | Created: 2026-07-07 13:50:37

Valter Lavitola suspected of planning bomb attack on Sigfrido Ranucci, for which four people have been arrested

Italian prosecutors have placed a businessman and former journalist under investigation for allegedly masterminding a bomb attack at the home of Sigfrido Ranucci, a prominent investigative reporter.

Valter Lavitola was supposedly friends with Ranucci, the host of Report, an investigative programme aired by the state broadcaster, Rai, and is being investigated on suspicion of trying to cause mass murder.

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What to know about the potential health risks of drinking raw milk
Published: 2026-07-07 13:37:46 | Created: 2026-07-07 13:48:37
Online influencers are promoting raw milk, but this year more than 80 illnesses related to it have been reported in the U.S. CBS News medical correspondent Dr. Celine Gounder explains the risks of the health trend.
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Teen sells vintage soccer jerseys to support law school dreams
Published: 2026-07-07 13:38:53 | Created: 2026-07-07 13:48:37
Welsh teen Eleri Williams founded vintage soccer jersey business Ballers CP to fund her academic dreams when she was just 15 years old. Williams spoke with CBS News' Ramy Inocencio about soccer, fashion and the enduring popularity of sportswear.
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Italian businessman questioned over bombing at investigative reporter’s home
Published: 2026-07-07 13:36:26 | Created: 2026-07-07 13:46:37

Valter Lavitola suspected of planning bomb attack on Sigfrido Ranucci, for which four people have been arrested

Italian prosecutors have placed a businessman and former journalist under investigation for allegedly masterminding a bomb attack at the home of Sigfrido Ranucci, a prominent investigative reporter.

Valter Lavitola was supposedly friends with Ranucci, the host of Report, an investigative programme aired by the state broadcaster, Rai, and is being investigated on suspicion of trying to cause mass murder.

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