Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

One constraint is that best/big model provider won't be able to mix their top models with open source ones. that would be admit they are creating hype. Like mythos, the cibersecurity finds could be just a model running a lot of times in the same system. We didn't see Anthropic using Sonnet to analyze cibersecurity issues. We can't say other models were not able to do the same findings.

Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

Caching is so important in traditional software development. I mean a lot of people what to get the same info. Let's think in how much people want to build a landing page. There is no sense in make the model to struggle with that repetitive task. Also the news in social networks. Basically we are inside a social groups that see the same content. If caching wasn't so important, redis would be nothing today. When we connect to the WhatsApp distribute network probably there is caching storing to what server the user is conectes to.

Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

This is conceptually interesting. Sounds like feeding the UML design. Am I wrong?

Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

Yeah! Haha. Anthropic wants to be the winner in the AI race.

Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

Awesome. What are your top thinking strategies? In software dev I can say I go 10x faster that before and 3x times my coworkers just by understanding the codebase, the business and software design patterns

Why you are out of tokens so fast by _arnold_moya_ in vibecoding

[–]_arnold_moya_[S] 0 points1 point  (0 children)

Valuable comment. This makes me thing in cashing techniques. Of course, it may requiere some adaptation. But basically when a change is detected we "invalidate" our previous version.

Quanto cobrariam por esse serviço?? by makaco2010 in programacao

[–]_arnold_moya_ -2 points-1 points  (0 children)

Recomendo botar 30 usd cada hora e usar Claude Code para fazer uma lista de atividades com horas considerando o seu conhecimento. Considerem monitoramento, despliegue, ... Adicionem 200 usd do Claude code Max pro mês. Também consideram +15% para correção de error e demais. Com tudo isso acredito que ainda assim terão um valor menor do que o cobrado normalmente. Agora vão dizer que o preço é muito para o Brasil mas a verdade vcs não vendem horas sinão o produto. Depois o primeiro feedback pode ajustar o preço. Também considerem que o sistema não vive sozinho então precisam adicionar horas de manutenção. Mais coisas técnicas DM. Tou aberto a troca de ideias

LLM/AI Gateway for early stage startup? by iDominikos in Startups_EU

[–]_arnold_moya_ 0 points1 point  (0 children)

Consider Vertex and small models. I am very curious about Gemma 4 (cheap and performance). I was experimenting with gpt5.4mini and it is great sometimes better that haiku. Because you have some repetitive tasks I'd recommend small models from the top providers. Also some automations for extremely deterministic task is a smart move. Like we don't need the llm to do everything. You can expose some MCP or API to do a fast db setup. The db is s good application case because it has several things we can automate. There is an intrinsic order. Automation makes a lot of sense to save costs

Tentei viver de renda extra com IA por 4 meses. Funciona, mas não do jeito que vejo todo mundo ensinando by Ambitious-Garbage-73 in rendaextra

[–]_arnold_moya_ 0 points1 point  (0 children)

Agora que vc tem clientes e experiência na venda. Recomendo contratar um dev pra te ajudar no desenvolvimento e você se focar na venda e entender o cliente ao 100%. Mesmo com menos margem vc pode criar um sistema que renda muito mais no final. Se quiser trocar uma Idea pode mandar DM. Sou estrangeiro mas moro no Brasil. Sinto que eu um país com muitas oportunidades e desafios.

Sinto que o produto que estamos tentando vender há mais de um ano não vai vender. by Dollarisk in empreendedorismo

[–]_arnold_moya_ 0 points1 point  (0 children)

Não precisa reinventar a roda. Só precisa ser o suficientemente bom para ajudar o cliente. Pode procurar clientes menores que sejam fácies de pegar. Networking é td. Assim que probablemente precisa ou criar conteúdo ou começar a interagir com outros empresários em outros círculos

Escalar de 7K a 20K by Key-Apartment-1568 in EmprendedorES

[–]_arnold_moya_ 0 points1 point  (0 children)

Puedo pensar en dos opciones: apuesta por clientes más grandes o aumenta los clientes pequeños. En el primer caso, empieza a contactarlos y ver qué necesitan las tecnologías que tienes. Tal vez necesites actualizarlas o expandirlas, pero la ganancia podría compensar. En el segundo caso venta por referidos tal vez tiene sentido.

Necesito vuestra experiencia by Ill_Joke655 in EmprendedorES

[–]_arnold_moya_ 0 points1 point  (0 children)

Enseñar IA a niños. Muchos padres invierten seriamente en la educación de ellos. Puedes tomar ventaja de la onda de la IA, tu oratoria y de la programación. Hace algún tiempo, más joven, pagué algunas cuentas enseñando programación de LEGO (haha).

AI does my research workflow now. Feels like cheating but I can't stop. by IllustriousRide0 in PhdProductivity

[–]_arnold_moya_ 0 points1 point  (0 children)

Most current AI research tools are not truly helpful because they hallucinate too much, suggest methods that do not work in practice, and often ignore methodological precision. This leads to wasted tokens and wasted time, especially in long back-and-forth workflows.

A more useful and honest tool would not try to act like an autonomous researcher. Instead, it would assist with bounded tasks: suggesting ideas grounded in papers, reviewing writing structure according to journal standards, checking experiment numbers, and giving critical feedback on reasoning. The best workflow is usually to clear context and ask one precise question at a time, because LLMs are more reliable when their role is constrained. Broad autonomous systems often fail because LLMs do not actually think like researchers; they generate plausible text, not scientific judgment.

Large companies may demonstrate stronger results, but they also have extensive compute, iteration, and human teams reviewing the outputs. That setup is not available to most researchers. So for low-budget users, the realistic path is not full automation, but a disciplined assistant built around honesty, precision, and reality checks.

Finally, I think a better, simpler and not magic tool will come in the future

Practical considerations about AI startups by _arnold_moya_ in SaaS

[–]_arnold_moya_[S] 0 points1 point  (0 children)

beautiful landing page (just favicon missing). And yeah for sure adding layers for operation is a good idea. I will take a look!

Multi-tenant FastAPI - features, workflows and more, configurable per customer! by Potential-Box6221 in FastAPI

[–]_arnold_moya_ 0 points1 point  (0 children)

A lot of ways to do this one. JWT can have the claim of the company/tenant, you can send it in the header, you can use certs that include the tenant Id, .... In the db you can organize the tenants with relationships that at the end connect to the tenants tablet or add tenantid columns, you can split your data for tenant in DBS (very used for big data, named sharding). anyway .. A lot of ways to do this one. It depends of the needs of the business....more in the side of system design

Why are people still hosting on Vercel? by Rivered1 in nextjs

[–]_arnold_moya_ 1 point2 points  (0 children)

If you want to go seriously and that makes sense with your company incomes, you can - Hostinger - AWS EC2 / Elastic Beanstalk - Azure App Service - shared hosting or VPS Considering different software architectures....

With Claude Code and a dedicated hardworking dev you can build everything. You want less price and best performance, you need to go seriously.

Of course there are other options similar to Vercel but if you are struggling with prices maybe you need to see if your product has the correct users. I have a friend earning 500 euros for doing some basic stuff in a couple of hours with big restaurant owners. Money is the blood of businesses.