From 14 Browser Tabs to 10,000 Jobs: How I Turned Web Scraping Into a Startup
Four years of building Azerbaijan's biggest job aggregator as a solo founder on $25/month infrastructure.
Four years of building Azerbaijan's biggest job aggregator as a solo founder on $25/month infrastructure.
How a 33-year-old scripting language from Brazil quietly powers Roblox, Cloudflare, and billions of requests daily.
A realistic month-by-month roadmap with salary data, skill requirements, and what most guides get wrong.
The market says $200B by 2034. The data says 95% of agent projects fail before production. Here is what actually works.
Most teams don't need Pinecone. pgvector benchmarks, decision framework, and when dedicated vector DBs actually make sense.
They sound similar but the day-to-day, salary ceiling, and career trajectory are completely different. Here is how to choose.
Apple spends $14B on AI while competitors spend $650B. Is it losing or playing a smarter game? The data tells a complicated story.
AI automated 30-40% of the old analyst job. The remaining 60% pays better than ever. Here is what the role actually looks like now.
In 2005, "software engineer" meant one thing. In 2026, there are 20+ titles. Which splits are real and which are hype?
SEO costs $31 per lead. Google Ads costs $181. Here is the free toolkit and strategy I use to grow organic traffic from zero.