97 nəticə — yol xəritələri, maaş bələdçiləri, sertifikatlar və iş bazarı təhlili.
A 12-month roadmap to becoming a software engineer — frontend vs backend, languages, frameworks, CS fundamentals, LeetCode strategy, and portfolio projects.
I shipped a catastrophic bug to 100% of our users at 4 PM on a Friday. A simple UI change that broke the checkout flow. It took 45 minutes to push a fix through our CI/CD pipeline. During those 45 minutes, we lost roughly $12,000 in revenue.
A 12-month roadmap to backend engineering — Node.js vs Python vs Java vs Go, REST vs GraphQL, PostgreSQL, system design, and deployment.
Three years ago, my team spent six weeks setting up Istio. We read the docs, watched the conference talks, followed the tutorials. When we finally got it working, our cluster's resource usage had doubled, our deployment time had tripled, and nobody on the team could explain what the Envoy sidecar was actually doing. We ripped it out two months later.
In 2022, our team migrated a microservices system from REST to a hybrid gRPC + GraphQL architecture. The REST API had 147 endpoints across 12 services. Response times averaged 340ms for composite operations that required data from multiple services. After the migration: internal service-to-service calls dropped to 12ms average via gRPC, and client-facing queries via GraphQL reduced payload sizes by 62%. But the migration took eight months, introduced new categories of bugs we'd never seen, and required retraining the entire frontend team. Was it worth it? Absolutely — but only because we chose the right protocol for each use case.
Junior $73K, Mid $104K, Senior $116K — but the real difference isn't years of experience. It's scope, autonomy, and the ability to handle ambiguity. What actually changes at each level.
Rust: $145-185K salary, 8K+ monthly postings, 35% growth. Go: $135-175K, 25K+ postings, 12% growth. Stack Overflow's most loved vs the pragmatic choice. Where each wins — with data.
AI Engineer is the #1 fastest-growing job in 2026. ML Engineer salaries are higher. One builds products on top of models, the other builds the models themselves. Here's the real difference — with data, not hype.
A 12-month roadmap to ML engineering — PyTorch, MLOps, LLMs, RAG, model deployment, and the engineering skills data scientists miss.
Average $124K, top earners $215K+. What DevRel actually is, who thrives in it, and why it might be the best career move for developers who love explaining things.
Scrum Master postings dropped from 15K to under 5K. Only 18% of orgs hire dedicated agile coaches. The roles are disappearing — but the skills aren't. What to do next.
A 12-month roadmap to frontend development — HTML/CSS/JS foundations, TypeScript, React/Next.js, Tailwind CSS, testing, and accessibility.