it depends. Sharing AGENTS.md and skills is a common thing binding all harnesses to project conventions and processes. In my org for example this enforces security review, certain level and type of test coverage, documentation conventions etc.
Not a single developer should use or operate on production database. First of all, your code should be tested well enough not to ever need that for debug, and your user interface should offer enough to manipulate the data.
Second, if you will ever need to see the db, have an automated process with break-glass account to get a snapshot.
Well, I have a working compiler of a language I currently work on (somewhere on the scale of Java or Rust, but better security) that was built my way.
There were some deviations along the way, but they are not a problem - they are part of the journey and led to important learnings for myself and LLM.
There’s one (wrong) reason to suggest that: the developers are just another trust layer between business objectives and business users, and there are affected third parties who do not have a say on how their data is processed. To protect the latter we have to consider how to minimize the risks along the supply chain, including how to reduce the damage from vibe coders. Why the answer is wrong? If safe path exists, the tooling should not be responsible or accountable, but tooling vendors can opt in to improve public safety. In this case safe path exists, Anthropic does reasonably good job to steer to it.
This may not be a popular answer here, but it works as expected. Basic security hygiene means that you use password manager CLI, SSH agent, at worst temporary git-ignored env files, so that the secrets would never appear in the command line and you would never pass them to Claude.
And you git-ignore any local settings by default, to prevent accidental leaks. It is not hard thing to learn, many juniors I interviewed know this. Developers who like to shoot themselves in the legs should pay the price. People who hire careless workers and do not put them in compliant environment should pay the price too.
Sort of. You do not have to implement full compiler before starting building the self-hosted one. With LLM it is possible now to write the spec, and at the same time build both reference compiler and translator, validating your design early. No big upfront effort.
Self-hosting is a trivial matter if you can roughly map a subset of features of an existing language to your language. Write bootstrap compiler in that language and translator in parallel (as long as you have good AST/LST), run conformance tests on both.
I do not think that controlling homework does improve pedagogy at scale. Homework helps engaged and motivated students who are ready to accept the feedback. Maybe in your place they are majority and effects are visible. As soon as grades for homework become the goal, the Goodhart‘s law starts playing the role in the dynamics of relationships between students and teachers. AI has nothing to do with it, cheating with homework did always exist.
The solution is not to feed students from spoon all the time. They are adults and should act as such, it is not a school where it is really important to give every child a chance. Grading homework must be opt-in. Those who want it, get the grade as a feedback, can seek for help then and get the help, those who skip should be assumed prepared for final exam and judged by it. There are millions of people in the world who can use education opportunities to their maximum, and the place should not be reserved to those who feel entitled by whatever privilege they have.
Nobody wants “dirt cheap contractors who accomplish nothing” literally. That’s the figure of speech that has only one meaning in the context of conversation: that you supposedly think that outside of USA, people have lower qualifications. If you intended to say something different, feel free to elaborate.
This particular example is hardly representative. The market they work on is difficult. They may have an ambition to become Tesla of airplanes, but it did not take a long time before traditional manufacturers learned from Tesla’s success and took over. VW builds more electric cars, and number one globally is a Chinese company. With airplanes, becoming an independent manufacturer is a long and risky path. In the end, their main choice is between being acquired by Boeing or Airbus if they are successful, or being outcompeted by incumbents or Chinese. I do not think this reflects the investment climate in Europe in general. There are fields where startups can do well, and fields where starting something new in Europe is generally a bad idea. I’m not sure that’s always because of regulations.
Nobody is going to build any software in US when nearshore is 2-3 times cheaper. American engineers are overpriced and not competitive on the global market.
Comments here somehow missing the fact that EU alternative to Starlink has already been work in progress for a while with several competitors in the game and billions € of investment.
The replacement goes on, the smell of money in the air is felt quite well, digital and technology sovereignty is a popular topic on startup events.
I'm on EuroDNS as domain registrar for many years, parked there a couple of companies where I worked. They don't have scammy vibe of other registrars, have multi-user accounts, which is convenient for businesses.
This is historically inaccurate and ideologically charged.
"During USSR" as you say, first wave of Russian immigration settled in West Berlin in 1920s running away from Russian revolution, so you probably did not mean that period of time. During occupation of Germany by Allies, both NATO and Warsaw Pact maintained significant military presence in Germany, but in 1990 Soviets have left (feel free to check it yourself in Karlshorst), Americans stayed. There was no migration of civilian Russians to Germany at that time, but DDR welcomed workers from other countries like Vietnam. Speaking of today, you can look at statistics on citizenship of Berlin residents: there you will find that, for example, more Indians than Russians are currently living in Berlin. And of course more Ukrainians.
This page is inaccurate and forgets to mention the one of the largest immigration waves - repatriation of Germans from Eastern European countries.
A lot of people born in Poland, Czechia, Ukraine, Russia or Kazakhstan are ethnic Germans that were either forced to move (Eastern Prussia) or were invited to come in admission of what they suffered as a result of Nazi invasion to those countries.
Yes, spend 10-100x more on 24x7 IT support for it, fiber from two different providers and take care of physical security of the server room. And when there‘s fire, you still need a cloud backup.
Let‘s not underestimate the corruption within Russian intelligence services, that resulted in invasion without any meaningful military planning. They spent the budgets corrupting Ukrainian elites and brainwashing population of the Eastern Ukraine, probably taking a cut in their own pockets, but they were not expecting to be held accountable for the result. The success of Ukraine in early days was in the element of surprise. Their resistance was not expected by Russian leadership, and the invasion itself was not expected by the middle ranks of Russian military. It did not go according to the plan, but plans change, and this war demonstrated weaknesses of all major powers - in a way, Russia did tick some boxes. As successful Ukrainians were in that moment, NATO has lost the war for them failing to mobilize in time, also taken by the surprise (as if CIA weren’t warning months ahead that this is going to happen).
If Patriots, tanks and ammo would start flowing in the first weeks, maybe we would see peace in Istanbul accords in 2022 already.
Easy to attack, fast to replace. Every attack requires some planning, a drone and time window. That means attack budget. Spending it on traffic lights does not make sense.
You will need a cable to that location, that will eat significant share of the costs. Location in southern Siberia near some big hydro may work better, and connecting it will be easier to some existing trans-Siberian line.
Not defending Yandex here, but I think their military involvement might be as accidental as of an American farmer whose beef landed in the cantina of aircraft carrier. Government and military procurement in Russia is its own universe, with strong players having specific IT expertise and capable of building DCs and tech. Assuming that everywhere in the world it’s the same as in America is wrong. Consumer tech companies aren’t operating this way usually, it is the scale of American Big Tech that allows them to compete with traditional contractors.
It will require some involvement of state, but it is plausible, that critical infrastructure will be required to have this covered and certain big, licensed private contractors may be able to operate air defense systems on such sites (do you smell the money and lobbying effort?).
Also this may influence the design of such data centers. A drone that a paramilitary group can build is not very sophisticated and won’t carry big payloads. Put an outer concrete shell or some better passive defense, and maybe that will be enough.
Any outcome short of surrender of Ukraine is an enormous headache for Putin that will likely cost him and his system dearly. They simply cannot, or they will be dead. Why? Because a million of veterans coming back and telling the stories will ask this question: „Why?“ The „Nazis“ are still in Kiev, the NATO is coming, what we got is just thousands of kilometers of ruins, what for was that? The war keeps them busy, for now. The situation is worse for Ukraine than for Russia, so it may feel like they can go on and actually win.
The same can be actually said about Zelensky, for whom any concessions to Russia mean political death too. If Ukraine loses territories forever, people will ask, why so many had to die for that. What was the plan. And blaming the West (which won‘t be 100% justified) will not help. And he may feel that now he is applying good pressure too, with those drone strikes and knocked out refineries.
I don‘t think you can build a new data center in such a short time frame that passed since attacks on WB, definitely not when you can source hardware only from the black market.