I read a lot of these posts that sadly leave out the basic parts: what were your prompts? What does it means in this context ‘vibe coding’? Did you create an initial setup, and slowly build up? Did you left wverything to the agent understanding, and just pushed approve or reject? There are multiple levels of quality that depends on the input. Did you get into context rotting? 3d math means vector math, matrices, or what? Given claude has a serious problem from march at least, the way u use it is paramount. In our team we all use claude with copilot ( sadly, that is a business directive ), and while excpetional at finding small relationships in components and microservices, had to build a long list of skills just to be barely usable in a ‘star trek’ way. The bottom line is that it is that you must be extremely precise when asking. Prompt modeling count a lot. Context build as well. For now, unit tests and data/mocks refactors are working extremely well for me, when i define the tests cases. My agents got to a point where i can safely have small peoperty additions with refactors on multiple repositories at once ( ie: i change the contract on microservice a, microservices b,c,and d are automatically updated ). This last part had to.be built thoug, with memory, engrams, and some fune tuing. It is not always a shit: if not nobody would use it. It is not this revolutionary technology that will make humans obsolete as well ( as they are selling it ).

It is all stolen stuff, or almost.

Tou are nist probabky american. One can tell. Never occupied a school, never occupied your work of place, never been in permanent assembly or auto managed context. That is why u understood nothing of what I said. You system is failing you and damaging the world thanks to trotzijist and communist parties in europe we have 36 hours, medical leaves, vacations and worker rights. You guys go bankrupt for an ambulance. That’s why im proud of coming from a certain background. I would suggest YOU to study something. Start with Marx, cowboy.

My grandpas were partisan, my father in Democrazia proletaria, police have pics of me at 4 in a general strike. We occupied schools and fabrics. I grew in a trozkjist family. My friend, you have no idea was it is the left.

Bernie Sanders is center left by all standards. You never had contact with left, or far left.

Israel should not exist in the first place.

Because when something is open-source, reseaechers are more prone to adopt them. Companies pay less, and the market will be your. Instead of centralizing trhough open ai añi or microsoft azure, the let you run those models on your stack. You domt need to pay fees there. More people get involved, the models grows, you have free qa and developers working on the product. Alibaba is getting a lot of revenues just because people are switching to their infrastructure.

I use a lot of models and Chinese ones are the best. They are a bit restricted for certain fields, but not more than Microsoft phi models. And they are imcredibly cheaper even when using inference APIs.

A not paywalled news https://www.dire.it/24-01-2026/1211053-gli-agenti-dellice-a-milano-cortina-2026-lopposizione-in-allarme-piantedosi-smentisca/

Ansolutely not this is the best newspaper in Italy. There is literally no millionaire behind and all respected journalists. Trump thinks people in Italy loves Meloni.

Mate people feel hacky if they use VIM to write code. Double the time, and corrections commits all the time

Had some juniors who was git diffing in the terminal PRs of 20 more files with 200 changed lines. A newly appointed senior told them that was the best approach. Needless to say there had always to be some follow up push after they opened the PR on web. U dont need ai, but you need a fucking GUI.

Some guardian’s signed articles on Gaza were so zionists even jews were appalled

He is taking orders from America so ofc he has to split Europe.

I mean, we didn’t need grok to know this.

This is true. You need people ready to kill and die because of an order. Sane people, if free to choose, dont go to war

Injustifiable war, exactly. Donbass is occupied from 2008. They had elections to go with russia. Instambul treaty was signed, when usa and Johnson decided war had to continue. This is an injustifiable war driven by USA. Like many in the world.

Was Iraq bad? Ofc. Who installed saddam in the first place? Trump is telling: Americans first create the mess, buy the dips ( like Iraqi gold), then either flee like in Afghanistan, or try to reach some kpi for allied press. American imperialism is a cancer.

Dude donbass is occupied from 2008. Wealthy ukranians dont give a shit, 5millions fled cause they could buy houses everywhere. First week of war in Valencia we saw a spike in mercedes, thought they were Russians. They were so many. All males, 20/40 years old, buying flats.

They have a list of people to kill like Israel. Mostly journalists. Some Italian guy was killed because he was documenting ukranian war crimes. If one kills like a nazi, act as a nazi, is he a nazi?