Anakin vs ParseHub: scraper definitions belong in codeScraping APIs should expose extraction state, validation, geo, and credentials in code. Compare visual triggers with API-native scraping models.7 min read·anakinwriters.hashnode.devOct 28
The Build vs Buy Question for Pricing Scrapers Is Really About Data DecayA technical look at build vs buy for competitive pricing intelligence, focusing on scraper decay, validation, SKU matching, and hidden maintenance cost.7 min read·anakinwriters.hashnode.devOct 27
Real-Time Web Data Is a Control Loop, Not a DashboardReal-time web data only creates advantage when engineers design freshness, validation, and pricing decisions as one closed feedback loop.7 min read·anakinwriters.hashnode.devOct 26
Food Delivery Pricing Data Is an Event Stream, Not a DashboardHow engineering teams turn noisy food delivery competitor data into reliable pricing signals with freshness checks, item matching, and guardrails.7 min read·anakinwriters.hashnode.dev1OOct 23
Dynamic Pricing Is a Control System, Not a Discount ButtonA practical engineering view of dynamic pricing, covering stale data, price oscillation, guardrails, inventory signals, and repricing logic.7 min read·anakinwriters.hashnode.devOct 22