Category: Agentic AI

Agentic AI

Agentic AI explores autonomous AI systems capable of planning, reasoning, decision-making, and executing complex tasks with minimal human intervention. Learn about AI agents, multi-agent systems, agent architectures, planning and orchestration, memory, tool use, workflows, real-world applications, implementation guides, and best practices for building intelligent autonomous systems.

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Claude Code Agentic Development: Understanding AI-Powered Software Engineering Workflows
Agentic AI
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
Agentic AI
Day 13: 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
Agentic AI
Day 11: 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
Agentic AI
Day 11: 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
Agentic AI
Day 10: 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
Agentic AI
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
Agentic AI
Day 9: 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
Agentic AI
Day 8: 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
MCP Transport Layer architecture comparing STDIO HTTP SSE and WebSockets for production AI systems
Agentic AI
Day 7: Master the 4 MCP Transport Layer Options: STDIO vs HTTP vs SSE vs WebSockets

Learn the MCP Transport Layer by comparing STDIO, HTTP, SSE, and WebSockets. Discover when to use each transport for production-ready MCP applications.

Shahnawaz Khan Jul 2, 2026 20 min read
Build MCP Server in Python using the official MCP SDK in Visual Studio Code
Agentic AI
Day 6: Build Your First MCP Server in Python: A Production-Ready Guide for Beginners

Build MCP Server in Python with this production-ready guide. Learn server architecture, tools, lifecycle, and best practices using the official MCP SDK.

Shahnawaz Khan Jun 29, 2026 14 min read