This article highlights the critical challenges engineers and leaders face when selecting cloud services and providers. While functional requirements typically drive service selection, operational reliability and incident management capabilities are often overlooked, creating significant business risks. The article explores practical approaches to evaluate cloud services beyond their feature...
This article examines how AI integration forces software architects to build increasingly complex validation systems around inherently unreliable components, creating a paradox where one unreliable AI system validates another. The key insight is that organizations need standardized architectural patterns and frameworks specifically designed for AI reliability management, rather than treating each...
This article examines how automated incident management approaches can enhance operational excellence by minimizing human on-call involvement, accelerating root cause identification, and enhancing impact communication. By leveraging automated runbook execution and Large Language Model (LLM) analysis, organizations can transform their incident response from reactive...
This article aims to prove that eliminating coordinated deployments and human-supervised deployment processes is not only possible but essential for modern software development. Organizations can achieve steady CI/CD without operator involvement in happy-path scenarios by implementing comprehensive testing strategies, proper deployment culture, and automated quality controls that...
This article examines the necessity for companies to establish internal Model Context Protocol (MCP) servers, rather than relying solely on external solutions. The key benefit lies in maintaining organizational control over security, data handling, and business processes while leveraging AI capabilities effectively. Companies that implement internal MCP servers can...
The article highlights a gap in the consistency of business monitoring approaches and proposes a way to build comprehensive health metrics for all operational aspects within the organization. The solution aims to ensure clear visibility of all organizational processes and reduce reaction time for any incidents. Background Starting from the moment when one person delegates a piece of work to...
