Automation
How to Scrape PR Newswire Legally (and Without Getting Blocked)
Reading Time: 5 minutesThe legal grey zone, the technical anti-block patterns, and the trade-offs of DIY scraping versus a hosted scraper. Honest,…
How to Monitor Competitor Press Releases Automatically (Python Guide)
Reading Time: 4 minutesA practical Python pipeline that polls PR Newswire for competitor and category-keyword matches, deduplicates, scores relevance, and pings Slack.…
How to Monitor Competitor Shopify Stores at Scale (2026)
Reading Time: 10 minutesA practical 2026 guide to tracking competitor Shopify stores — product launches, price changes, stock levels, and theme updates.…
Bulk Domain WHOIS Lookup — API Alternatives to Whois.com (2026)
Reading Time: 8 minutesRun WHOIS lookups at scale in 2026. Compare APIs, bypass rate limits, and automate registrar, creation date, and expiry…
Scraping Google Scholar for Literature Reviews (Python + Apify, 2026)
Reading Time: 8 minutesA researcher’s guide to automating literature reviews with Google Scholar + ArXiv. Python recipes for citation graphs, author h-index,…
How to Build a Sentiment Dashboard from Reddit + Hacker News (2026)
Reading Time: 9 minutesBuild a real-time developer sentiment dashboard by combining Hacker News + Reddit data with AI sentiment analysis. Python +…
Page Speed Monitoring at Scale: Lighthouse API Alternatives (2026)
Reading Time: 9 minutesCompare Lighthouse API alternatives for 2026 page speed monitoring at scale. Track Core Web Vitals, LCP, CLS, and TTFB…
Court Records Research for Legal & Due Diligence Workflows (2026)
Reading Time: 10 minutesA 2026 guide to automating court records research. Bulk search federal + state cases for litigation history, KYC, background…
GitHub Trending to Product Ideas: Automated Market Signal Pipeline
Reading Time: 8 minutesPipe GitHub trending, Hacker News Show HN, and r/SideProject into a weekly digest of what people are actually building.…
Lead Enrichment Pipeline: From Domain to Full Company Profile (Free Stack)
Reading Time: 9 minutesA 3-step lead enrichment flow replacing Clearbit, Apollo, and ZoomInfo for early-stage budgets. Domain to company profile to emails…