Model Context Protocol (MCP) — Is it a protocol or a contract?
Since its introduction, MCP has sparked fascinating discussions across developer communities. If you're new to the concept, you can browse Reddit to see the ongoing debate surround
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Since its introduction, MCP has sparked fascinating discussions across developer communities. If you're new to the concept, you can browse Reddit to see the ongoing debate surround
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New essays and field notes
Root-routed permalinks, long-form writing, and practical guides tuned for readers who want the details without the clutter.
You Don't Need to Implement MCP Servers: A Contract-First Approach to AI Tool Integration
The Model Context Protocol (MCP) has been introduced as an "open standard for connecting AI assistants to the systems where data lives". In other words, MCP is a contract or interf
OpenAPI & MCP: The Yin-Yang of Modern Intelligent Applications
MCP, or Model Context Protocol, is a hot topic in the developers' community. If you haven't heard of it, you can check out the MCP specification or search for "MCP" on YouTube; you
How to Build a CLI That Integrates with RESTful APIs in DevOps
Learn how to structure your CLI for seamless API integration, efficiency, and better user experience—whether following Kubernetes’ action-first model, ArgoCD’s resource-first appro
Bridging the AI and DevOps Enterprise Gap
AI, particularly Large Language Models (LLMs), has captured the imagination of developers, executives, and enterprises alike. But while AI is often seen as the ultimate game-change
A Game-Changer for DevOps: Leveraging AI in Air-Gapped and Zero Trust Environments
DevOps practitioners working in Zero Trust Network Access (ZTNA) or air-gapped environments often face unique challenges. These highly secure setups restrict internet access to pro
Revolutionizing AI Workflows with Agentic Tools and MCP Server
Imagine a world where building AI applications is as streamlined as deploying microservices or containers. With the rise of Agentic AI frameworks and orchestrators, this isn't just
The Future of DevOps is Agentic AI
Imagine a world where deploying your microservices or managing complex DevOps workflows is as simple as working alongside an AI-powered assistant. Thanks to Anthropic's Model Conte
Deploying Microservices in Kubernetes with AI Anthropic's MCP
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