AI Agent Tool-Use: Boundaries in Cost and Performance Balance
I provide a pragmatic perspective by examining the cost and performance limits of AI agents' tool usage with real-world scenarios.
217 posts
Career development, work life, leadership and professional growth experiences.
I provide a pragmatic perspective by examining the cost and performance limits of AI agents' tool usage with real-world scenarios.
I delve into 3 different strategies you can use when transitioning from a monolithic to a modular architecture, examining their trade-offs and providing.
Comparing the impact of Monolith and Microservices architectures on CI/CD processes, with practical experience. Deciding when to choose which.
I analyze the benefits and costs of database partitioning. When should you partition, and when should you avoid it? I share my experiences.
How often should you patch kernel CVEs while meeting your SLA commitments? I took a deep dive into the costs and risks involved.
I examine three critical challenges in the Linux kernel CVE patching process, with concrete examples and practical solutions.
I explain the fundamentals, causes, and practical solutions for BGP route flap issues based on my own experiences. Why theoretical solutions are challenging in.
I explore the burden of working with eventual consistency in distributed systems on developers and my approaches to managing this situation.
Analyzing when offline-first synchronization in mobile apps is a necessity and when it's a luxury for indie hackers. Real-world scenarios, cost analyses, and.
Learn modern secret rotation practices to keep your systems secure. In this guide, we will walk through the process step-by-step.
Based on my hands-on field experience, I compare GitOps and push-based CI/CD approaches. Which one should we choose for different scenarios?
The importance of database transaction isolation levels in real-world applications, the problems I've encountered, and how the right choice impacts my career.
Analyzing pager fatigue and the shortcomings of excessive alerting systems with my operational experience accumulated over the years. Real problems...
Explore the unseen costs of complex CI/CD pipelines, maintenance challenges, and consultancy expenses through Mustafa Erbay's pragmatic perspective...
I'm sharing the switch hardening steps that form the foundation of network security based on my own experiences: DHCP Snooping, DAI, and IP Source Guard.
A guide from my personal experiences on team stress, technical debt, and trade-offs encountered when choosing deploy strategies.
I explore the operational and technical challenges behind the seemingly attractive initial costs of multi-tenant ERP solutions, drawing from my own experiences.
A deep dive into the risks, costs, and practical applications of Blue/Green and Rolling deployment strategies in software delivery.
I explain step-by-step a security vulnerability encountered during a client project and how I patched it on my own VPS. Lessons from field experience.
How does a system not being 'up' in consulting projects erode customer trust? I address this topic with practical approaches and my experiences.
I deeply investigated Docker disk space issues on a small VPS, from image layers to logs, and shared practical solutions.
I share the panic I experienced when my VPS crashed during a critical client meeting and the process of resolving it. Technical details and lessons learned.
From OOM scenarios on my own VPS to Docker disk fires, why system architecture is a discipline that requires constant vigilance…
A personal take on inflation and data reliability. Drawing on the data problems in my own projects to explain why Turkey's cost-of-living numbers feel off.