@damir-karimov

CI/CD for Modern Applications: from manual deployments to reliable delivery pipelines

4d ago · 7 min read · CI/CD isn't just automation — it's a system for controlling risk in software delivery. This practical guide shows how to design reliable pipelines for frontend (React/Next.js) and backend systems, inc

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Real-Time Notification Systems Are Harder Than Most Teams Expect (And How to Build Them Right)

6d ago · 12 min read · What you'll learn: Why "just send a WebSocket event" fails in production The exact failure modes and their root causes Concrete patterns for delivery semantics, ordering, and deduplication An oper

Why Most AI Products Fail to Build Real Technical Moats

May 26 · 9 min read · In 2026, building an app on top of OpenAI, Anthropic, or another foundation model is easier than ever. But ease of building is not the same as defensibility. A polished UI, a clever prompt, and a few

Why Good Abstractions Make Debugging Harder in Real-World Systems

May 19 · 17 min read · Good abstractions help when they reduce the search space and make ownership clear. They make debugging harder when they duplicate state, hide propagation rules, and let several layers stay locally cor

The biggest problem with AI-generated code isn’t bugs. It’s false confidence.

May 12 · 6 min read · There’s a specific type of code that looks correct at a glance, passes review, ships to production, and then slowly starts breaking in ways nobody can explain immediately. AI is extremely good at prod