Bevar Ukraine: Empowering Ukrainian refugees with AI-powered support on AWS - Amazon Web Services
<a href="https://news.google.com/rss/articles/CBMiuAFBVV95cUxPVUFlRTZ5RlhTWmtGYkxIci1zTWpwMllXdWlUWFlndGNHTzFYdDRpZHhWOHdRZS11T2dwbWRCSWkxWGJNTUY1VnRKdU5mVDVaQk1jOGlIaHFQc3o3Q1B1SDdZMnNjaEtibThfYks3OUVfTGZTQ1FXM25ZdURCX0dqRzR0SjdVQU1FRXBqT1dBYnVxQ0tXZjVhalhuVldtbjM4TnVLUmpoVl90b0x4Z09meFdPSU9yUUlR?oc=5" target="_blank">Bevar Ukraine: Empowering Ukrainian refugees with AI-powered support on AWS</a> <font color="#6f6f6f">Amazon Web Services</font>
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When the Scraper Breaks Itself: Building a Self-Healing CSS Selector Repair System
<blockquote> <p>A Python sidecar that watches your scraper fail, calls a local LLM, and fixes the problem before your users notice.</p> </blockquote> <h2> The Problem with Fragile Selectors </h2> <p>Production web scrapers have a hidden fragility: they depend on CSS selectors and XPath expressions authored against a snapshot of a third-party website's DOM. The moment the site redesigns its layout, renames a class, or restructures a table, those selectors silently return nothing — or, worse, return the wrong data.</p> <p>For a surf alert system that monitors dozens of forecast sources, this is a recurring operational problem. A selector like <code>tr.forecast-table__row[data-row-name="wave-heigth"]</code> (yes, a typo the upstream site just fixed) breaks at 3 AM. The scraper records a failu
Sources: Amazon is in talks to acquire Globalstar to bolster its low Earth orbit satellite business; Apple's 20% stake in Globalstar is a complicating factor (Financial Times)
Financial Times : Sources: Amazon is in talks to acquire Globalstar to bolster its low Earth orbit satellite business; Apple's 20% stake in Globalstar is a complicating factor — Ecommerce giant is trying to catch up with SpaceX's low Earth orbit internet service — Amazon is in talks to acquire …
Building Global Crisis Monitor: A Real-Time Geopolitical Intelligence Dashboard
<p><a href="https://global-crisis-monitor.com" rel="noopener noreferrer"><strong>Global Crisis Monitor</strong></a> is a personal, artistic project. I built it in a period when wars that once felt distant became part of everyday conversation-appearing in feeds and notifications alongside everything else. There is something disorienting about that: a bombing in a city you can name, a ceasefire that collapsed overnight, a famine declared-and then, scrolling past it, an advertisement. The architecture of attention flattens everything into the same urgency and the same forgettability.</p> <p>I wanted to refuse that flattening. Not a feed aggregator; a single surface where the signals are collected, held together, and given weight. So I built an ingester that turns 80+ RSS feeds into structured
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