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⚡ AI Lessons

Dev.to · Onur Cinar
⚡ AI Lesson
2mo ago
Bringing Claude's "Dispatch" Experience to Gemini and OpenCode
Claude’s "Dispatch" feature nailed the mobile-to-desktop UX. Being able to pull out your phone,...

Dev.to · Onur Cinar
2mo ago
Prioritize Your Traffic: Priority-Aware Bulkheads in Go
Not all traffic is created equal. When your system is under heavy load, should a background cleanup...

Dev.to · Onur Cinar
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Stopping the Zombie Requests: Distributed Deadline Propagation in Go
Imagine a common scenario in a microservice architecture: A user clicks a "Buy" button, triggering a...

Dev.to · Onur Cinar
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Native Chaos Engineering: Testing Resilience with Fault & Latency Injection
You’ve implemented retries, circuit breakers, and timeouts. Your application is now "resilient." But...

Dev.to · Onur Cinar
⚡ AI Lesson
3mo ago
Beyond Static Limits: Adaptive Concurrency with TCP-Vegas in Go
Traditional concurrency limits (like bulkheads) are static. You pick a number—say, 10 concurrent...

Dev.to · Onur Cinar
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Respecting Boundaries: Precise Rate Limiting in Go
Traffic spikes are a double-edged sword. On one hand, you’re busy! On the other, those spikes can...

Dev.to · Onur Cinar
⚡ AI Lesson
3mo ago
Infinite Data Processing in Go: Building Resilient Data Pipes with Channels
When building data-intensive applications, we usually start with the most obvious approach: loading...

Dev.to · Onur Cinar
🏗️ Systems Design & Architecture
⚡ AI Lesson
3mo ago
Self-Healing State Machines: Resilient State Transitions in Go
Distributed systems are inherently stateful. Whether you're managing a database connection pool, a...

Dev.to · Onur Cinar
🏗️ Systems Design & Architecture
⚡ AI Lesson
3mo ago
Preventing Microservice Meltdowns: Adaptive Retries and Circuit Breakers in Go
We’ve all been there. A downstream database has a momentary blip. Your service instances, being...

Dev.to · Onur Cinar
⚡ AI Lesson
3mo ago
Beating Tail Latency: A Guide to Request Hedging in Go Microservices
In distributed systems, we often talk about "The Long Tail." You might have a service where 95% of...

Dev.to · Onur Cinar
🛠️ AI Tools & Apps
⚡ AI Lesson
4mo ago
Python's Stamina for Go: Bringing Ergonomic Resilience to Gophers
If you've ever worked in the Python ecosystem, you've likely encountered tenacity or its opinionated...

Dev.to · Onur Cinar
4mo ago
Stop Writing Manual Retry Loops in Go: Why Your Current Logic is Probably Dangerous
If you've been writing Go for more than a week, you've likely written a retry loop. It usually starts...
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