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Managing High Cardinality Metrics in 3 Steps: Cost vs. Detail
I'm discussing the costs associated with high cardinality metrics and practical ways to manage them. Balancing the level of detail and cost…
Career
217 posts
Career development, work life, leadership and professional growth experiences.
Career
Distributed Locks in Side Projects: 4 Simpler Approaches
Learn how to implement distributed lock mechanisms in your side projects using simpler and more pragmatic methods.
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Dependency Vulnerability Pattern: Management Status in Small Projects
I examine the challenges of dependency vulnerability management in small projects, the patterns I've encountered, and my pragmatic solution approaches.
Career
Offline-First: Necessary for Every App, or Over-Engineering?
Is Offline-First architecture a must for every application? Based on my own experiences, I'll discuss the advantages, costs, and real needs of this approach…
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Monorepo or Polyrepo? 3 Critical Consequences of Your CI/CD Choice
My experiences with how monorepo and polyrepo choices in software projects affect CI/CD processes, team dynamics, and long-term project health…
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Eventual Consistency: When to Choose It Over Strong Consistency
I explain the differences between consistency models in distributed systems, when I chose which one in my own experiences, and their trade-offs.
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AI Agent Tool-Use Limits: The Cost of Architectural Choices
My experiences with architectural trade-offs and their operational costs when designing AI agent tool-use capabilities.
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Monolith vs. Modular: Which of the 3 Architectures is Right for You?
Choosing a software architecture determines a project's fate. I'll share my experiences with the trade-offs between monolithic, modular monolith, and.
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RED Metrics: Are Comprehensive Implementations Necessary in Every
What RED metrics are, when they are needed, and whether they are always comprehensive...
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The Principle of Least Privilege: Operational Speed's Security Cost
An in-depth analysis of the principle of least privilege's impact on operational speed, security risks, and practical applications.
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RAG Quality in Side Projects: Is Perfection Always Necessary?
I examine the quality of Retrieval-Augmented Generation (RAG) systems in my side projects and whether it always needs to be at the highest level...
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The On-Call Cost of Distributed Locks
I examine the operational burden of distributed locks, the hidden costs they impose on on-call engineers, and simpler alternatives.
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Why Does VPN Dual-Stack Configuration Always Cause Problems?
MTU, DNS leaks, and routing issues I encountered while trying to run IPv4 and IPv6 in the same VPN tunnel. Solutions proven by experience.
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3 Deploy Strategies for CI/CD: Cost and Efficiency Analysis
Based on my experience, I analyze the costs, efficiencies, and operational burdens of CI/CD deploy strategies in detail.
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Solving Network Issues with VPN Dual-Stack Configuration in 3 Steps
Learn how to resolve network connectivity issues by configuring IPv4 and IPv6 simultaneously in your VPN. Detailed steps and practical tips.
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Cardinality Explosion: Should Every Detail Really Be Observed? And
What is cardinality explosion in monitoring systems, why does it happen, and how does this situation affect both systems and an engineer's career? Practical...
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Multi-Tenant Architecture in ERP: How to Make the Right Trade-offs?
Trade-offs to weigh when choosing and implementing multi-tenant architecture in ERP systems: cost, data isolation, and scalability, from real experience.
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Log Level Strategies: Detailed Monitoring or Minimum Noise?
Correctly setting log levels in our systems requires striking a critical balance between detailed monitoring and reducing unnecessary noise. This…
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Why Does Using an ORM Decrease Database Performance? An Experience...
I explain how the convenience of ORMs negatively affects database performance, especially in enterprise applications, using my own field experiences.
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AI Prompt Injection Defense Mechanisms and Cost Analysis
Exploring defense mechanisms against prompt injection attacks targeting large language models and the associated costs...
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Log Level Strategy: Is Debug Always Unnecessary?
Effective management of log levels is critical for system health and troubleshooting processes. In this article, we explore the necessity of the debug level.
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CI/CD for Side Projects: 3 Pragmatic Design Choices
I explain how I set up CI/CD processes in my side projects using pragmatic approaches and the challenges I encountered during these processes.
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Shared Build Cache: Makes Sense for the Independent Developer?
I analyze the practicality of shared build cache solutions for independent developers in terms of cost, performance, and maintenance. From my own experiences...
Career
Transitioning from Monolith to Modular Monolith: 3 Pragmatic Reasons
I'm sharing the 3 core reasons that convinced me to transition from a monolith to a modular monolith in enterprise software architecture, along with my.