MCP

A comprehensive SDET guide to the Model Context Protocol for QA. Learn how MCP servers, JSON-RPC transport, and Playwright tool routing empower…

MCP Elicitation enables safer AI agents by requesting user input, validating decisions, and controlling high-impact MCP actions.

MCP Roots vs Resources vs Tools explains the practical difference between scope, information, and executable capabilities in production MCP servers, including security,…

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

Explore CrewAI 1.15.8, featuring the new WaitTool, FileWriterTool fixes, E2B configuration improvements, migration guidance, and expert analysis for QA engineers, SDETs, and…

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

LangChain 1.5.0 introduces the standardized reasoning_effort parameter, enabling more consistent reasoning controls across supported AI models. Learn how this release impacts QA…

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

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

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