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News
I pay an LLM to approve bad reviews
12+ hour, 25+ min ago (783+ words) Every trip report on my travel site goes through an LLM before readers see it. The most important line in that prompt is not about catching bad content. It is this one, verbatim: "Bad reviews" as in negative. The trip…...
Автоматизуйте не деплой, а відкат
1+ week, 4+ day ago (240+ words) Коли говорять про автоматизацію релізів, майже завжди мають на увазі шлях уперед: як швидше зібрати, як гладше викотити, як довести деплой одним натиском. Це важливо. Але за роки я зрозумів просту річ: найцінніша автоматизація — не в тому, як швидко ти…...
Why real-time restock alerts are harder than they look
2+ week, 6+ day ago (961+ words) A restock alert sounds like a tiny programming exercise. That version works until real shoppers depend on it. Retail inventory is messy. A product page can say one thing while checkout says another. Availability can vary by location. A popular…...
MLOps in Travel: From Notebook to Production in 30 Days
4+ week, 1+ hour ago (652+ words) Let me walk you through how this transformation happens in practice, using a hotel ranking system as our example. This isn't theoretical—it's a pattern I've refined through multiple implementations across different travel verticals. Week two is where feature engineering…...