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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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6 articles tagged with this topic.

System Design Patterns for High-Throughput Event Processing
Software Engineering

System Design Patterns for High-Throughput Event Processing

Scaling to 1.2M events per second isn't about throwing hardware at the problem. It's about mastering partition skew, zero-copy serialization, and adaptive backpressure. Here is how we build it in 2026.

June 16, 20266 min read
Beyond the API Gateway: Choosing the Right Communication Pattern for 2026 Microservices
Software Engineering

Beyond the API Gateway: Choosing the Right Communication Pattern for 2026 Microservices

Stop defaulting to REST for everything. From gRPC's binary efficiency to NATS's resilient messaging, I break down which pattern to use when based on real production failures and successes.

May 19, 20265 min read
Beyond Static Thresholds: Real-Time Anomaly Detection with Streaming ML
AI/ML

Beyond Static Thresholds: Real-Time Anomaly Detection with Streaming ML

Static alerts are where reliability goes to die. Learn how to implement online learning models using River and Bytewax to detect infrastructure and business anomalies in sub-100ms windows.

May 8, 20265 min read
Code Review Practices That Catch Bugs Without Killing Velocity
Software Engineering

Code Review Practices That Catch Bugs Without Killing Velocity

Stop wasting time on syntax and start catching architectural flaws. Here is how I scaled code reviews for high-performance teams in 2026 by automating the trivial and focusing on the critical.

April 21, 20266 min read
Writing Code That Other Developers Actually Want to Maintain
Software Engineering

Writing Code That Other Developers Actually Want to Maintain

In 2026, code is cheap but maintenance is expensive. Forget 'Clean Code' platitudes; here is how to build systems that reduce cognitive load and survive the AI-refactoring era.

April 5, 20266 min read
Beyond Print Statements: Engineering Observable Systems in 2026
Software Engineering

Beyond Print Statements: Engineering Observable Systems in 2026

Stop guessing why your production systems are slow. Learn how to implement OpenTelemetry and structured logging to turn chaotic microservices into a transparent, debuggable ecosystem.

March 12, 20266 min read