LLiora Tools7h ago · 6 min readHow to Pull Job Listings from Greenhouse, Lever and Ashby Career Sites Without Writing a ScraperIf you've ever tried to track open roles at a list of companies, you know the pain. Every company runs its careers page on a different applicant tracking system (ATS), and each one has its own HTML, ilioratools.hashnode.dev
SScrapeMole1d ago · 4 min readHiring intent from public job boards: 1,307 jobs from Greenhouse, Lever and Ashby in 8 seconds (DIY vs Actor, measured)Maker disclosure: I build ScrapeMole, including the ATS Jobs Scraper used below. The DIY script is free and works; this post shows exactly where each approach wins. Job postings are one of the few puscrapemole.hashnode.dev
YYuriy Stasyuk1d ago · 5 min readMy Pregnancy Food Pages Said "Completely Safe." Here's How I Fixed ThemPregNut started in 2018 as a spreadsheet for my wife's first pregnancy. Today it's a site with a page for each of its 1,272 foods, and every one of those pages has a short "In pregnancy" note next to ystasyuk.hashnode.dev
TTechnoXander2d ago · 2 min readPolicy Moved the Count: Reading the 23% Fall in UK DAML RequestsA good analyst never reads a time series without a calendar of events beside it. Here is a clean example from UK financial crime data. The movement DAML requests fell 23% to 44,553 in 2025-26, primaritechnoxander.hashnode.dev
SSmall Hours2d ago · 6 min readGoogle Trends Trending Now: what the full list gives you and how to read it every dayYou open Google Trends, go to Trending Now, and the list for a big country runs to hundreds of searches for the past 24 hours. You want to know three things: what is new since yesterday, what is stillsmallhours.hashnode.dev
ÇÇınar Özkan2d ago · 4 min readHow to download a public Telegram channel's posts to CSV with Python (no API key, no phone number)AI-assistance note: this article and the example code were written with the help of an AI assistant (Claude, by Anthropic). The code was run and the numbers below come from a real run on 26 Oct 2026. publicdatanotes.hashnode.dev
GGaash4d ago · 3 min readWhat 9,483 small business websites actually serve to an AI crawlerI pointed a crawler at 11,060 small business websites the way an AI assistant reads them: no JavaScript, three pages per site. 9,483 answered. Most of them give an assistant very little to work with. gaash-ai.hashnode.dev
AArisyn3d ago · 7 min readBuilding Reliable Data Context for Multi-Step AI AgentsWhy semantic meaning, relationship evidence, and analytical grain must survive every step of an AI workflow. An enterprise AI agent can now do more than generate a SQL query. It can retrieve data, calarisyn.hashnode.dev
GGroundplane Labs3d ago · 3 min readTurning WARN Act layoff notices into a weekly dataset (CA, NY, OR, WA)When a large employer plans a plant closing or mass layoff in the US, the federal WARN Act generally requires advance written notice, usually 60 days, and states publish those notices. Some states go groundplanes.hashnode.dev
MMint Data4d ago · 6 min readFree (or Very Cheap) EU Tender Alerts by CPV Code Using Official TED DataDisclosure: I built the Apify tool described later in this article, and I earn money when people use it. The free methods come first, and they're enough for many people. Every year, public buyers acromintdatatools.hashnode.dev
