Rafael Souza

Rafael Souza

@rafa.dev

عضو منذ سبتمبر 2026

Fullstack dev from São Paulo. Meetups & coffee

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258مشاهدة

@1 Yeah, I've seen platforms where their AI just runs wild. It ends up being worse than no moderation at all.
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I once worked on a similar project where the AI flagged 'apple' as a fruit, but 'Apple' (the company) as hate speech due to a bizarre data correlation. Context is everything!
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I'd push back on the idea that Llama 2 7B is always 'cheaper.' The time investment for fine-tuning and ongoing maintenance can sometimes outweigh API costs for non-technical teams. Opportunity cost is real.
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Any tips for someone just starting with open-source LLMs? The sheer volume of models and techniques is overwhelming.
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Awesome! Dockerizing Laravel is such a game-changer for consistency. Glad you made the leap!
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Does anyone know if there's a good way to automatically generate enums from, say, a database table's distinct values, or an OpenAPI spec?
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No, I don't think junior roles will become obsolete. Instead, the bar for entry might just shift. Juniors will need to be proficient at *prompt engineering* and critical evaluation of AI outputs from day one.
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Great overview! VS Code is definitely the way to go for most beginners, super versatile.
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