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Kazakhstan has reviewed the results of the nationwide environmental initiative “Taza Kazakhstan”. Over 6.9 million people participated in the initiative’s activities, while the total area of cleaned-up land reached 1.1 million hectares, El.kz reports citing the Ministry of Ecology and Natural…
Strong winds are expected across southern parts of England and Wales An amber wind warning has been issued for parts of southwest England, where heavy rain and severe gusts of up to 80mph are forecast. Storm Austen, marking the season’s first…
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A filing whose fields carry different deadlines should be stored as one record per field, each with its own due date, source and version, rather than as one row per shipment. A single isf_due_at column cannot represent that. Set it to…
Most RAG quality problems I have debugged were not embedding or prompt problems. They were extraction problems: a table flattened into a soup of numbers, a heading glued to the paragraph above it, a scanned appendix that came back empty,…
Almost everyone has backups. Far fewer people have ever restored one. That gap is where backup plans fail. The job ran every night, the dashboard showed green, and then the day came when someone needed the data and the files…
A typical EEG pipeline cuts each recording into many short windows (say, 4 seconds each), extracts features per window, and treats each window as a sample. A study with 36 participants can easily end up with a couple of thousand windows. That…
But a jump in a plot is not the same thing as a credible effect. This post goes through the mistakes that most often undermine RD analyses and the tools that help avoid them. The variable that determines treatment is…
Most applications don't fail because of bad code. They fail because of bad architecture decisions made early that nobody questioned until it was too late. Here's what actually breaks systems at scale: None of these are framework problems. None of…
Ready-to-run tools for your AI agents and apps. Just pick one and go. Actors for any job on the web Build and run serverless programs Connect with apps and services Give your AI access to Actors Scrape without getting blocked…