Category: AI & Agentic Engineering

AI & Agentic Engineering

Explore AI Agentic Engineering through AI agents, agentic AI systems, LLM applications, autonomous workflows, multi-agent architectures, and modern AI engineering techniques.

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MCP Roots security architecture showing workspace validation, path protection, AI context and MCP server controls
AI & Agentic Engineering
MCP Roots Explained: Powerful and Secure Filesystem Access for AI Agents

Learn MCP Roots security with 7 powerful lessons covering path validation, permissions, root changes, AI context, RAG, tools, and safe filesystem access.

Shahnawaz Khan Aug 8, 2026 42 min read
RAG Testing Strategy architecture showing retrieval validation, hallucination detection, grounding verification, AI evaluation metrics, code examples, and enterprise QA workflow
AI & Agentic Engineering
RAG Testing Strategy: 10 Essential Validation Techniques Every QA Engineer Must Master in 2026

RAG Testing Strategy is becoming an essential skill for QA Engineers, SDETs, and AI Test Engineers. This comprehensive guide covers retrieval accuracy,…

Shahnawaz Khan Aug 6, 2026 20 min read
Claude Code Agentic Development: Understanding AI-Powered Software Engineering Workflows
AI & Agentic Engineering
Claude Code Agentic Development: Understanding AI-Powered Software Engineering Workflows

Learn Claude Code Agentic Development with architecture, workflows, AI coding practices, testing strategies, and enterprise software engineering insights.

Shahnawaz Khan Jul 28, 2026 26 min read
MCP Sampling architecture showing server client AI model communication human approval security governance and response generation in the Model Context Protocol
AI & Agentic Engineering
MCP Sampling Explained: How Servers Request AI Model Completions

Master MCP Sampling with this complete guide covering sampling requests, AI model communication, human approval, security, governance, and production best practices.

Shahnawaz Khan Jul 22, 2026 20 min read
MCP Prompts architecture illustrating prompt registration discovery template generation parameter substitution governance and security in the Model Context Protocol
AI & Agentic Engineering
MCP Prompts Explained: Reusable AI Instructions in the Model Context Protocol

Master MCP Prompts with this complete guide covering prompt registration, discovery, templates, parameters, security, governance, versioning, and production best practices.

Shahnawaz Khan Jul 14, 2026 20 min read
MCP Resources architecture showing registration discovery URI templates caching streaming and security in the Model Context Protocol
AI & Agentic Engineering
MCP Resources Explained: Sharing Data Without Executing: Best Practices Every AI Engineer Must Know

Learn MCP Resources with this complete guide covering resource registration, URI design, discovery, templates, security, caching, streaming, and production best practices.

Shahnawaz Khan Jul 8, 2026 21 min read
MCP Tools architecture illustrating design schema discovery execution validation and security in Model Context Protocol
AI & Agentic Engineering
MCP Tools Explained: Building the Core Capabilities of an MCP Server

Master MCP Tools with this complete guide covering tool design, schemas, registration, discovery, execution, security, validation, and production best practices.

Shahnawaz Khan Jul 5, 2026 21 min read
MCP Servers 2026.7.4 Released: Essential Server Updates Every QA Engineer Should Know
AI & Agentic Engineering
MCP Servers 2026.7.4 Released: Essential Server Updates Every QA Engineer Should Know

MCP Servers 2026.7.4 Released updates core Model Context Protocol servers including Filesystem, Memory, Sequential Thinking, and Everything. Discover what QA engineers should…

Shahnawaz Khan Jul 5, 2026 9 min read
MCP Server Lifecycle architecture showing startup capability registration request execution monitoring and graceful shutdown
AI & Agentic Engineering
MCP Server Lifecycle: From Startup to Graceful Shutdown

Why Understanding the MCP Server Lifecycle Matters Every successful interaction in the Model Context Protocol depends on two participants: the MCP Client…

Shahnawaz Khan Jul 4, 2026 21 min read
MCP Client Lifecycle diagram showing initialization discovery tool execution and shutdown in Model Context Protocol
AI & Agentic Engineering
MCP Client Lifecycle: From Initialization to Tool Execution

Learn the MCP Client Lifecycle from initialization to tool execution, discovery, request handling, cancellation, and shutdown with practical production examples.

Shahnawaz Khan Jul 3, 2026 25 min read