Sharing knowledge, Information, Experiences & Views
Kubernetes-Native AI Agents Business Context As DevOps ecosystems mature around Kubernetes, they inherit the complexities of distributed systems, CI/CD, monitoring, and rollback orchestration. Despite robust tooling, human intervention remains central to many workflows. Agentic AI
Continue readingBelow is a “Member to Advisor” Mobile App Architecture and this blog post focuses on medical plan provider context what are the “AI Techniques for Contextual Understanding of Payer-Side Claims Chat”. Uses Cases for Primary
Continue readingUnderstanding where SQL stops – and when to reach for AI. In every enterprise discussion about intelligence and automation, one question surfaces repeatedly: “Can’t we just use SQL for this?” And often, the answer is
Continue readingThis post is on MCP multi-context protocol in AI systems. AI systems often need to process multiple sources of information simultaneously, such as databases, APIs, and real-time feeds. Multi-context processing allows AI models to integrate
Continue readingThis post is on MCP – Multi-Context Protocol in AI systems. AI models rely on context retention to generate accurate responses, but they often face challenges when handling complex, multi-step interactions. Context fragmentation occurs when
Continue readingUnderstanding MCP by a Common Man – Purchasing a FOREX Trade FOREX trading involves multiple data sources, such as exchange rates, market trends, and risk assessments, making real-time decision-making crucial. MCP (Model Context Protocol) helps
Continue readingChatGPT Before MCP and How MCP Improves Context Handling AI models rely on context to provide meaningful responses, but traditional models often struggled with maintaining continuity across complex interactions. Context handling refers to how AI
Continue readingWhat is MCP? A Simple Overview AI systems rely on multiple data sources such as APIs, databases, documents, and real-time feeds to generate meaningful insights. Maintaining context consistency means ensuring AI models retain relevant information
Continue reading