4 results — roadmaps, salary guides, certifications, and job market analysis.
Three titles, massive overlap, and companies using them interchangeably. What each role actually does, what they pay, and why Gartner says 80% of orgs will have platform teams by 2026.
The gap between writing APIs and running production systems — databases, caching, queues, observability, and everything bootcamps skip.
Three titles that overlap more than companies admit. What each actually does, what they pay, and how to choose — plus how they differ from DevOps and SRE.
I built Azerbaijan's biggest job aggregator — 50+ sources, 4,000+ daily vacancies — on a completely free infrastructure. Here's the full architecture: Python scrapers on GitHub Actions, Next.js on Vercel, Neon Postgres, Cloudflare R2, and every free-tier trick I used to launch for $0.