Изначально я планировал написать классический лонгрид про своё участие в чемпионате ROADEF 2026. Там я занял "почётное" 48-е место из 78 валидных участников, так что и кодом есть чем делиться, и историями с полей. Но тут на глаза мне попалось объявление на Кворке: какой-то суровый заказчик предлагал за 500 рублей разработать с нуля связку «Браузер + Поисковик».
Я сидел, смотрел на это и думал: кого же мне порадовать? Дорогого читателя или этого щедрого продюсера с биржи фриланса? Решение пришло компромиссное: мы сделаем Поисковик-Браузер для хабровчан и пробросим через сервер в народ. А заказчик с Кворка пусть оставит 500 рублей, купит мороженку.
OpsDeck за три недели: ИИ-агент, который сам ходит на хосты, и ещё восемь релизов
Три недели назад я писал здесь про OpsDeck — бесплатное открытое приложение, в котором DevOps-инженер держит в одном окне терминал, Kubernetes, SSH, базы, заметки и прочее, по чему обычно разложены пять вкладок и три консоли. С тех пор вышло девять релизов, в репозитории появились внешние контрибьюторы, а приложение заметно изменилось — настолько, что отдельный рассказ назрел.
Коротко о главном: локальный ИИ перестал быть подсказчиком команд и научился сам ходить на хосты — по правилам, которые вы ему задаёте, и с вашим разрешением на любое изменение. Об этом — первая половина поста. Дальше — что ещё появилось и чему меня научили ваши баг-репорты.
Datacenter and chip costs fueled sharp decrease in AI sector although non-AI stocks still had a strong showing
The latest shudder for stocks in the AI industry pulled markets lower worldwide on Thursday, while oil prices hit their highest levels since May on worries about the war with Iran.
The S&P 500 fell 1.2% for its worst day since July, while the Nasdaq composite tumbled 2.6%. The weakness for tech stocks was so overwhelming that it masked strength for the rest of the US market, in which the majority of stocks actually rose. The Dow Jones Industrial Average added 11 points, or less than 0.1%.
41-year-old set on ‘dream to be able to race in Africa’
Rwanda to host despite criticism of human rights record
Lewis Hamilton has said he hopes to remain racing in Formula One until he can take part in the African Grand Prix which is set to take place in Rwanda in the 2030s. The seven-time world champion believes it is right that F1 is to hold a race there despite criticism of the country’s human rights record.
Last week F1 confirmed Rwanda was to host the African Grand Prix having concluded a 10-year agreement for the meeting on a purpose-built circuit, with the first race set for the early 2030s. It is lined up to be held on a circuit in Bugesera, 25 miles south of the capital, Kigali, which has yet to be constructed and marks a return to the African continent for the first time since it last held a race at Kyalami, South Africa in 1993.
The Islamic republic has long used billboards in Tehran to mock its opponents and hammer home its messaging, but this piece of performance propaganda is perhaps the most eccentric yet.
President Trump is stumping for Republicans in Sioux City, Iowa, on Thursday, with 12 days until Election Day. CBS News chief Washington analyst Robert Costa is in the Hawkeye State with more.
Scientists have traced Vincent van Gogh's “The Starry Night” to a celestial scene that suggests a new date for one of the world's most famous paintings
Several Ohio Republicans on the ballot have come out against GOP gubernatorial nominee Vivek Ramaswamy's attack ad featuring the estranged mother of Amy Acton, his Democratic opponent. CBS News chief Washington correspondent Major Garrett has the details.
The Justice Department is looking into allegations that Corey Lewandowski used his role at DHS for financial gain, sources told CBS News. Lewandowski has denied all wrongdoing.
Tam Murray, 40 and Murdo Morrison, 23 remain missing after their vessel disappeared off Lewis and the body of crewmate Douglas Craigie was found at sea.
PM will also announce funding for specialised protective gear and the deployment of military aircraft
The UK government is to create an AI Cobra unit to spot wildfires after this year’s record-breaking summer saw devastating blazes across the country.
The country experienced its hottest-ever summer this year, with prolonged dry periods and extreme heat fuelling wildfires that triggered an emergency alert to mobile phones in England and Wales. Figures released on 8 October showed a clear upward trend in the number of fires recorded each year.
Some Republican candidates are vowing to break with President Trump on certain issues, including U.S. Senate candidate Michele Tafoya of Minnesota. CBS News correspondent Jonah Kaplan spoke with Tafoya as well as her opponent, Peggy Flanagan.
President Donald Trump said Thursday that Vivek Ramaswamy, the Republican nominee for Ohio governor, should keep running a controversial ad featuring the estranged mother of Democratic opponent Amy Acton.
President Donald Trump looks on as Ohio Republican gubernatorial candidate Vivek Ramaswamy speaks during an October 12 election rally in Youngstown, Ohio. | Alex Wong/Getty Images
This story appeared in Today, Explained, a daily newsletter that helps you understand the most compelling news and stories of the day. Subscribe here.
There are low blows, and then there are rock-bottom blows. The latest attack ad in the Ohio governor’s race is undoubtedly the latter.
Republican gubernatorial candidate Vivek Ramaswamy is spending $4 million to air a 60-second spot, which features the long-estranged mother of his opponent, Amy Acton, repeatedly calling her daughter a liar as somber instrumental music plays in the background.
The accusation is pretty dark, given the circumstances of Acton and her mother’s estrangement. Acton has disclosed in interviews that she was sexually abused by her stepfather between the ages of 10 and 12 — an allegation backed up by actual, contemporaneous evidence.
Police and court documents obtained by the Associated Press show that Acton’s stepfather was arrested and charged with her rape in July 1978, when she was 12 years old; he left the state after posting bond and died in Pennsylvania in 2004 without facing trial.
According to both Acton and her mother, who remained married to Acton’s stepfather until his death, the two haven’t spoken in the almost 50 years. But that rift didn’t deter Acton’s mother from insisting, in the new Ramaswamy ad, that Acton had “lied her entire life” and was unfit to serve as governor. And it certainly hasn’t prevented Ramaswamy’s campaign from trumpeting the ad as proof that Acton is a “serial fabulist.”
This may be the ugliest ad in what has arguably become the country’s ugliest midterm election. Even before this latest attack, Ohio Republicans had branded Acton “violent” and “unstable,” sometimes portraying her as a drunk or a horror-movie character. One longtime political observer in the state called the tenor of the campaign “alarming,” noting that Ohio is no stranger to negative ads — but that this cycle’s ads were markedly more personal.
That’s not just an Ohio phenomenon, either. In Michigan, Democratic Senate candidate Abdul El-Sayed has faced nonstop attacks on his religion, including accusations that he belongs to an Islamic terrorist group. In Texas, Republicans have variouslysuggested that Senate candidate James Talarico is effeminate, gay, transgender…and/or pedophilic.
Broader studies of how politicians communicate also suggest that political rhetoric in the US has grown measurably more negative over time. One new paper, published last month in the journal American Political Science Review, analyzed 4.7 million tweets, 2.4 million Facebook posts, and 184,000 email newsletters written by members of Congress between 2009 and 2022. Across three channels, the researchers found, the vibes grew increasingly partisan and negative.
That isn’t to suggest that US political rhetoric is the worst it’s ever been. (We had a Civil War in this country, after all.) But it’s certainly the worst it’s been since I’ve been old enough to vote, and there’s no reason to hope that it’ll slow down.
President Donald Trump is part of the problem: When he first began campaigning for the White House more than 10 years ago, he adopted a bare-knuckled tone that helped shift rhetorical norms in US politics. It would appear they never shifted back.
But social media also bears some blame, the research suggests. Across platforms, political posts that skew partisan and negative tend to attract the most engagement — a powerful currency in modern politics. In one study published in 2022 that analyzed posts to X, formerly Twitter, between 2009 and 2019, researchers found not only that “uncivil” tweets earned the most engagement, but that politicians who got lots of likes and retweets on their nasty posts went on to make more of them.
That might help explain, in part, why many Republican officials seem undaunted — even emboldened — by the blowback to this new Ramaswamy ad. The ad might be “dastardly” and “pretty damn low,” as critics have put it. But for some politicians, the outrage may be well worth the attention.
One link for later
➨ Notice the change you want to see in the world. The hostility in our politics can feel overwhelming. Depressing. Utterly insolvable. But you can advance the cause of civility by not only modeling respect and consideration in your own interactions, but also noting those behaviors in other people. “Looking for the good moments of behavior that you see out in the world, starts to remind you that they’re there,” one etiquette expert told Vox. Think of it as a small antidote to hopelessness.
Before you go…
Did you know…that elephants are one of the few animals to show interest in their dead? They frequently linger, and sometimes become agitated, around the remains of other elephants.
Today’s trivia: Cartomancy is a form of what seasonally relevant practice? (You can find this and other brain puzzles in Vox’s daily crossword. Look for the answer in tomorrow’s edition.)
Yesterday’s trivia: Yesterday we asked you for the currency of Poland. That would be the złoty, which — as of this writing — is worth about 26 cents.
Pro-Palestinian Jewish American demonstrators rally outside AIPAC’s the Manhattan headquarters in February 2024. | Selcuk Acar/Anadolu via Getty Images
This story appeared in Today, Explained, a daily newsletter that helps you understand the most compelling news and stories of the day. Subscribe here.
Israel felt inescapable in the midterm primaries, especially for Democrats, where centrists and progressives clashed — memorably! — over military aid, Gaza, and (of course) AIPAC.
But with the Election Day almost upon us, the subject seems less prominent. When I Googled “Israel US elections” this morning, all the top results concerned next week’s Israeli parliamentary elections.
In less than two weeks, however, Americans will also head to the polls. They’ll decide which party controls Congress, along with a slew of state and local offices. The stakes are arguably unusually high: Voters will choose whether to check the power of a president who has bulldozed over historical norms and limits.
As we count down to that momentous and potentially messy day, I’m partnering with my colleague Astead Herndon and Vox’s The Midterms, Actually team for weekly editions on the biggest issues shaping the midterms. We’re breaking down one issue each week and suggesting further reading and races to watch in November.
You know the first part of this story already, because we’ve discusseditquitea lot: Americans’ views of Israel have nosedived over the past 18 months.
That shift helped shape the Democratic primaries and will likely figure prominently in the coming presidential contest. But how much Israel matters in a general midterm election, to people outside the political left…well, November will really test that.
Voters rarely rank Israel policy among their top priorities. In a poll that the Associated Press and NORC Center for Public Affairs Research conducted earlier this month, about 80 percent of registered voters said Congress should highly prioritize the cost of living during its next term, and roughly 70 percent said the same about ending the Iran war. By comparison, less than a third of voters said they prioritized cutting off aid to Israel.
There’s another way that Israel factors into US elections, of course — and that’s in fundraising. The American Israel Public Affairs Committee (AIPAC) has become one of the biggest spenders in US elections and a repeat flash point in this year’s Democratic primaries.
But in the general election, even AIPAC has been overshadowed by the GOP’s big-business donors, many of them in tech, who have given Republicans a historic spending advantage in this year’s contests. On Wednesday, the lobbying group actually announced it would no longer endorse political candidates or make direct campaign contributions.
In either case, whatever happens in the midterms won’t likely transform US policy toward Israel. President Donald Trump is still in charge of foreign policy, after all, and even if Democrats take back the House, they’ll have little ability to reverse his agenda.
But a Democratic majority would gain “new congressional tools to act on Israel-Palestine issues,” Hady Amr, the former US Special Representative for Palestinian Affairs, wrote in a new analysis for Chatham House. Those tools aren’t flashy (think: hearings, funding restrictions, and reporting requirements), but they could certainly set the stage for a broader policy shift under a Democratic president.
Races to watch:
Florida’s Senate race, where Democrat Angie Nixon has criticized her party’s ties to the pro-Israel lobby;
➨ Gather ye roast spuds while ye may. Vegan restaurants appear to be experiencing a downturn of sorts: According to one online directory, the number of establishments fell from 1,717 last October to 1,509 now. But the news isn’t entirely or unambiguously bad. One added pressure on plant-based restauranters, for instance, is growing competition from mainstream restaurants that have started offering vegan dishes.
Before you go…
Did you know…that North America’s largest wind farm has more than 900 turbines, each as tall as the Statue of Liberty, and encompasses an area roughly the size of Chicago? It just came online in June.
Today’s trivia: What’s the plural of Prius, as in Toyota’s hybrid hatchback car? (You can find this and other brain puzzles in Vox’s daily crossword. Look for the answer in tomorrow’s edition.)
Yesterday’s trivia: Yesterday we asked after the definition of the word “cartomancy.” That’s the practice of fortune-telling or divination using a deck of cards. Witchy!
President Trump took questions from reporters outside the White House on Thursday, weighing in on Ohio Republican gubernatorial candidate Vivek Ramaswamy's attack ad featuring his opponent Amy Acton's estranged mother, as well as the revelation that Elon Musk chose to limit Ukraine's access to SpaceX's satellite service.
Actors in the mix to play 007 in Denis Villeneuve’s installment include Callum Turner and Jack Lowden
The search for the next James Bond may finally be nearing its end: according to reports, a very select group of actors will screen-test to become the next British agent 007 this weekend.
According to the Hollywood Reporter and Variety, citing several sources, a group of actors reportedly including Callum Turner and Slow Horses’ Jack Lowden, will appear in front of cameras as the secret agent this weekend in London.
Singer who has had record-breaking Brit awards success adds to haul thanks to massively ambitious big-band album
Raye is the winner of the 2026 Mercury prize, for her second studio album, This Music May Contain Hope.
Her win – for a hugely ambitious 73-minute record that spanned big band jazz, power balladry, funk and more – caps an ongoing renaissance for a British singer who at one point was in the doldrums, lashing out publicly at her record label for not letting her release a studio album.
Actors in the mix to play 007 in Denis Villeneuve’s installment include Callum Turner and Jack Lowden
The search for the next James Bond may finally be nearing its end: according to reports, a very select group of actors will screen-test to become the next British agent 007 this weekend.
According to the Hollywood Reporter and Variety, citing several sources, a group of actors reportedly including Callum Turner and Slow Horses’ Jack Lowden, will appear in front of cameras as the secret agent this weekend in London.
Professional bakers break down everything you need to make homemade cookies, especially during the holidays. Here are their top tips for beginner to advanced bakers.
An unprecedented election war is playing out between the Trump administration and California in federal court, with a slate of cases proceeding at breakneck speed ahead of the Nov. 3 election.
This was a momentous night in Bournemouth’s history, although the truth is they would have been given a far sterner examination by Coventry or Hull. Whatever this rotten impersonation of a Milan side was, it bore no relation to those that forged such a celebrated history. The visitors resembled holograms even before their goalkeeper Mike Maignan, with an extraordinary rush of blood resulting in a penalty and red card, rendered their task impossible. They never showed the slightest hint of putting up a fight.
Bournemouth simply swamped the seven-time European champions and, amid a swirling south coast storm that rarely let up, could depart singing in the rain. Amine Adli’s sumptuous late free-kick, curled left-footed from 22 yards, meant they could finish the evening with the flourish they deserved. Their joy was clear at full time and met disapproval from some of Milan’s staff, who appeared to take umbrage in a short-lived fracas near the tunnel afterwards.
Third Dimension's technology uses AI to match the physical world, which when combined with Rivian's reams of data could turn into a valuable simulator.
Calley Means, senior advisor at Health and Human Services (HHS) and co-founder of TrueMed, at the Semafor World Economy Summit during the International Monetary Fund (IMF) and World Bank Spring meetings in Washington, D.C., on April 25, 2025. —Kent Nishimura—Bloomberg/Getty Images
Calley Means, one of the key figures in the Make America Healthy Again (MAHA) movement, said on Thursday that he was stepping down from his role as a senior health adviser in the Trump Administration.
In a post on X, Means said that he was resigning “with tremendous respect” for President Donald Trump and Health Secretary Robert F. Kennedy Jr.
“They laid out a vision of combatting the entrenched, dark forces in DC that profit from Americans getting sick,” Means said. “More policy and cultural change has happened around these goals in the past 2 years than any time in history—and I know this movement is just getting started.”
News outlets including the New York Timesand POLITICO, citing anonymous sources with knowledge of the situation, have reported that Means was becoming increasingly frustrated because he felt that there was little movement on issues central to the MAHA agenda—for instance, on the issue of defining and regulating ultraprocessed foods.
Means, who was pivotal in coordinating an alliance between Kennedy and Trump during the 2024 election cycle, has championed the Administration's food-policy agenda, including efforts to persuade manufacturers to stop using artificial food dyes in their products and to restrict the purchase of soda with Supplemental Nutrition Assistance Program (SNAP) benefits in some states.
In his social media post, Means heralded those actions, as well as his efforts to reform dietary guidelines and his push for research into psychedelic medications.
“It was an honor to advocate for MAHA moms in the administration,” Means said.
Means is the latest figure in the Trump Administration, and specifically in the Department of Health and Human Services, to resign or be ousted from their role over the past year. In May, Dr. Marty Makary stepped down as the head of the Food and Drug Administration amid pressure from within and outside of the Trump Administration. Last year, the White House firedSusan Monarez as director of the Centers for Disease Control and Prevention.
In April, Trump withdrew his nomination of MAHA leader Dr. Casey Means—Calley Means’ sister—for the position of U.S. Surgeon General after the nomination failed to garner enough support in the Senate.
Rep. Ilhan Omar (D-MN) speaks at a press conference at the US Capitol on January 13, 2026, in Washington, DC. | Heather Diehl/Getty Images
President Donald Trump has been attacking Rep. Ilhan Omar (D-MN) since she first entered Congress in 2019. At various points, he’s called for Omar — a progressive lawmaker who came to the United States as a child refugee from Somalia and who is one of Trump’s most vociferous critics — to be investigated, arrested, and deported.
Now, Trump’s Justice Department is seemingly trying to make good on his threats. Last week, Omar’s Washington, DC, home was raided by federal agents from Homeland Security Investigations, an arm of the US Immigration and Customs Enforcement. According to the Wall Street Journal, the raid was part of an investigation into her immigration paperwork with the explicit goal of denaturalizing and deporting her.
The timing alone would make the raid unusual — it’s rare for the Justice Department to take action in political cases so close to an election — and as Washington Post immigration reporter Ted Hesson explains, it also feels uncomfortably pretextual. “It’s almost as if the outcome of the investigation has been stated before anything has taken off,” he told Today, Explained co-host Sean Rameswaram.
Hesson joined Sean to talk about the long history of Trump’s attacks on Omar, what the agents might have been looking for, and whether the administration could actually undermine Omar’s citizenship or even deport her.
Below is an excerpt of their conversation, edited for length and clarity. There’s much more in the full podcast, so listen to Today, Explained wherever you get podcasts, including Apple Podcasts, Pandora, and Spotify.
What do we know about what federal agents were looking for in Rep. Ilhan Omar’s Washington, DC, residence?
What we’ve learned through our reporting is that the investigation has looked at both her birth date and whether [Omar or her father] may have lied about it on the naturalization application.
A second piece is whether, looking at her father’s military service, she was born in Somalia and was there during the civil war and fled with her family as a young child to a refugee camp in Kenya and was there for years before they eventually came to the US as refugees.
This is the president of the United States and his administration entering a sitting representative’s home to figure out what her original birthday is. What is the motivation here, to the best of our knowledge?
For years, President Trump has criticized Rep. Omar and made unsubstantiated accusations related to immigration fraud.
There have been theories circulating on the far right — again, unsubstantiated — that she had married her brother as part of an immigration fraud scheme. President Trump himself has repeated that. And several top Trump administration officials in the last few months have said that they believe that there is fraud in her background. They’re making these statements prior to there being an investigation, prior to there being evidence put forward. And it’s almost as if the outcome of the investigation has been stated before anything has taken off.
One thing I should say is that while it does appear that they’re looking at her birthdate, when refugees come into the US, it’s extremely common that their birth records are unreliable because people are fleeing countries that are often in disarray, whether it’s due to civil war or other reasons.
Often, nations like Somalia don’t maintain accurate birth records. So it’s common that refugees who’ve left their country as children, spent time in refugee camps, and then come to the US don’t have a solid understanding of when exactly they were born. I don’t know for sure that that’s the case here, but I know that generally when you’re dealing with refugees, that is true.
I know there’s a lot we don’t know here, but investigators enter Rep. Omar’s home. Potentially they’re looking for some documents that may list her birthday. If they find some information that’s maybe contrary to official government records, what could that mean, in theory?
It’s unclear what sort of charges could be brought from this. And part of the question is, was she 17 and a child at the time of that application or was she 18?
Even if it was determined that she was not a child, I don’t believe they would be able to, say, launch a denaturalization process based on that fact alone. And even if they did attempt to do something like that, these things are not taken lightly and it’s a long involved legal process and very uncommon to pursue something like this over something as simple as this sort of paperwork discrepancy.
The president has a long history of hating on Somalia and Somali immigrants to this country.
How does this investigation into Rep. Ilhan Omar fit into the president and his administration’s broader efforts to take away American citizenship?
In the past year especially, we’ve seen President Trump use really inflammatory and derogatory language to refer to Somali Americans and Somali immigrants in the US. Even for someone who frequently employs anti-immigrant rhetoric, and the president has in his past, some of the things he said went beyond even that. He does seem to have particularly targeted Somalis in the US and Somali Americans, and Rep. Omar has been part of that.
I think what’s interesting here or what could be interesting is that this case wades into different territory of taking somebody who’s a naturalized citizen, who’s been in the US for decades as a citizen, and saying, “We’re potentially going to reopen that and go back and look at your file and see, do we find anything that might be out of line?”
The idea that you could do that with someone who’s a sitting lawmaker could mean that you could potentially do that to any other person who may have applied.
Now, one thing we’ve learned is that in the case of Rep. Omar, the administration has looked at the idea, in the event that criminal charges can’t be brought, of potentially canceling her citizenship certificate. It’s almost like a fast-track way to disrupt someone’s citizenship.
It doesn’t remove it. You remain a citizen, but you lose the document that is the underlying proof of that, which could then cause problems with federal government documents, and it could even lead to immigration proceedings where the government tries to make the case that you should be deported.
In regard to the search, they’ve actually said that there was a court-ordered guideline that should have been followed, and that involved consulting the counsel for the House of Representatives before the search happened. They said that never happened, and if it had, it would’ve given Rep. Omar perhaps time to prepare for this or some sort of legal recourse.
They’re saying that not only is this continuation of President Trump’s attack on her politically motivated, but also that the actual legal guidelines that were outlined in that search warrant were not followed.
The interesting part is that President Obama does not often weigh in on public debates like this or is at least measured in the opportunities when he does. So it comes with more gravity to hear him stepping in and raising concerns about this.
I think it speaks to the fact that he thought this was very significant. And if you remember, President Trump’s political career was built on the narrative that Barack Obama was not born in the US.
I do remember, Ted.
And the hunt for his birth certificate. You can imagine that former President Obama saw a parallel here and realizes that this mirrors the sort of attacks that were made on him when he was in office.
We’ve talked about President Trump a bunch in this conversation, and he’s made no secret of his disdain for Rep. Omar and the country from which she comes. What has he explicitly said about this investigation?
He’s saying that the Justice Department is acting independently. That said, he has been extremely critical of Rep. Omar in his public statements and continues to be. And the president himself and other top officials have said that it should be investigated.
We’ve had, for months now, a sort of public encouragement of top officials and saying that they should be looking into this. So whether he’s directly liaising with them or whether they’re just reading his social posts, it may be kind of a nuanced distinction. He’s publicly saying he wants this to be pursued.
Vincent Fiordilino was found floating face-down in an in-ground pool during a Super Bowl gathering at the family's home in Gilbert, Arizona, according to police.
Президент Франции Эмманюэль Макрон обвинил иностранных лидеров в использовании массовых беспорядков, новая волна которых вспыхнула по всей стране в субботу, в своих предвыборных целях.
Французские власти продлили до понедельника комендантский час, установленный в нескольких районах центра Парижа, и запретили любые акции протеста в Марселе и Лионе в предстоящие выходные.
Zuckerberg worried if the tax passed it could reduce how much control he had over his company but Meta's board struck a deal that quelled his concerns.
A passenger’s death in June became the impetus for the City Council to ban the practice, but the bill will likely face a court challenge before being implemented in 2028.