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I pay an LLM to approve bad reviews
22+ hour, 13+ 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…...
Building Pune Pulse: a real-time 3D digital twin with an IDM/MOBIL traffic engine
2+ day, 7+ hour ago (332+ words) I wanted to see my city — Pune, India — alive in 3D. Not a game with a fictional map, and not a navigation app tracking where I am. Just the real city, rendered accurately, with traffic that actually behaves like traffic. So…...
The browser only talks to one server — composing Marko, React, and Riot into one hotel page
1+ week, 7+ hour ago (804+ words) You open a hotel page. It looks like one product: a search grid, a featured stay, local highlights, reviews, a sticky trip summary. Under the hood it is eight HTTP servers and three UI runtimes. That is the experiment behind…...
CAR WASH SYSTEM WITH PYTHON
2+ week, 3+ day ago (281+ words) As part of my journey in software development, I decided to build a Car Wash Management System using Python. The main goal of the project was to create a simple and practical system to help manage a car wash business,…...
Smashing the MCP + Skill Tradeoff: More Guidance, Better Agents?
3+ week, 1+ day ago (608+ words) This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. I've been working on a Tokyo public transit MCP server for a while (see the previous posts in the series). Recently, I started experimenting with…...
Roteiros de Viagem Seguros em Minutos com IA e Python
3+ week, 6+ day ago (978+ words) Viagem Inteligente 2026: Como Planejar Destinos Seguros com IA em Minutos Introdução A pandemia acabou, as fronteiras reabriram e a ansiedade por viagens seguras está em alta. Hoje, basta digitar um pedido e, em poucos cliques, um assistente de IA entrega…...
MLOps in Travel: From Notebook to Production in 30 Days
4+ week, 11+ 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…...