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Uğur Kaval

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

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17 articles tagged with this topic.

Stop Killing Your Downstream: Circuit Breakers and Retries in 2026
Software Engineering

Stop Killing Your Downstream: Circuit Breakers and Retries in 2026

Stop guessing your timeout values. Learn how to implement production-grade circuit breakers and smart retry strategies that prevent cascading failures in high-load distributed systems.

May 31, 20267 min read
Beyond Notifications: Building a Slack-First Incident Response Engine
Automation

Beyond Notifications: Building a Slack-First Incident Response Engine

Stop using Slack as a passive log sink. Learn how to build a high-performance Slack bot in Go that handles incident orchestration, triage, and automated post-mortems.

May 29, 20266 min read
Microservices Communication Patterns: Stop Using REST for Everything
Software Engineering

Microservices Communication Patterns: Stop Using REST for Everything

A deep dive into choosing the right communication pattern for 2026. Learn why your microservices are likely a distributed monolith and how to fix it with gRPC and NATS.

May 27, 20267 min read
API Versioning Strategies That Don't Break Existing Clients
Software Engineering

API Versioning Strategies That Don't Break Existing Clients

Stop breaking your production clients. Learn how to implement robust API versioning using header-based routing and schema transformations that allow you to evolve your system without downtime.

May 23, 20265 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 REST: Choosing the Right Communication Pattern for 2026 Microservices
Software Engineering

Beyond REST: Choosing the Right Communication Pattern for 2026 Microservices

Stop defaulting to REST for everything. In 2026, the cost of inefficient internal communication is too high. Here is how I choose between REST, gRPC, and Message Queues based on production experience.

May 11, 20265 min read
Beyond the Log File: Engineering Observability for Scale in 2026
Software Engineering

Beyond the Log File: Engineering Observability for Scale in 2026

Stop searching for needles in haystacks. Learn how to implement OpenTelemetry-native structured logging and distributed tracing to debug production outages in seconds, not hours.

May 3, 20266 min read
Beyond the Pager: Engineering Self-Healing Systems in 2026
Automation

Beyond the Pager: Engineering Self-Healing Systems in 2026

Taming distributed systems requires more than just dashboards. I'll show you how to build closed-loop remediation systems that fix production issues before your on-call engineer even rolls over in bed.

May 1, 20266 min read
Beyond the REST Monolith: Choosing Your 2026 Communication Stack
Software Engineering

Beyond the REST Monolith: Choosing Your 2026 Communication Stack

Stop defaulting to REST for everything. Learn when to leverage gRPC for low-latency internal calls and Message Queues for resilient, decoupled workflows based on real production failures.

April 29, 20266 min read
System Design Patterns for High-Throughput Event Processing
Software Engineering

System Design Patterns for High-Throughput Event Processing

Stop treating events like CRUD operations. Learn the battle-tested patterns for handling millions of events per second, including micro-batching, keyed partitioning, and adaptive backpressure.

April 25, 20266 min read
Microservices Communication Patterns: REST vs gRPC vs Message Queues
Software Engineering

Microservices Communication Patterns: REST vs gRPC vs Message Queues

Stop defaulting to REST for every internal call. Based on my experience building high-scale systems, I break down when to use gRPC for performance and Message Queues for resilience.

April 13, 20265 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
Stop Killing Your Downstreams: A Practical Guide to Resiliency in 2026
Software Engineering

Stop Killing Your Downstreams: A Practical Guide to Resiliency in 2026

Distributed systems fail in creative ways. If you aren't using circuit breakers and jittered retries, you aren't building for production—you're building for a disaster.

April 1, 20266 min read
Technical Debt is a High-Interest Loan: Pay it or Go Bankrupt
Software Engineering

Technical Debt is a High-Interest Loan: Pay it or Go Bankrupt

Stop treating technical debt as a 'later' problem. Learn how to quantify it using churn-complexity metrics, prioritize it using the Interest Matrix, and use 2026 tooling to automate the cleanup.

March 28, 20266 min read
Building Self-Healing Systems: From Alert Fatigue to Automated Recovery
Automation

Building Self-Healing Systems: From Alert Fatigue to Automated Recovery

Stop waking up at 3 AM for preventable issues. Learn how to architect closed-loop remediation systems using Go-based Kubernetes Operators, OpenTelemetry, and eBPF-driven insights.

March 22, 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
Stop Building Distributed Monoliths: REST vs gRPC vs Message Queues
Software Engineering

Stop Building Distributed Monoliths: REST vs gRPC vs Message Queues

Tired of cascading failures and 500ms latencies? I break down when to use REST, gRPC, and Message Queues based on my experience scaling systems to 50k RPS in 2026.

February 28, 20265 min read