AI Agents & Frameworks Prep
Complete prep hub — LangChain, CrewAI, MCP, Copilot, and Agentic Design Patterns.
Agent FrameworksLangChainCrewAIMCP ProtocolAgentic QA
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Agentic AI Design Patterns
Top architectural patterns for building autonomous test agents
7-Step Prep Path
Master agentic workflows and frameworks step-by-step.
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Agentic AI Design PatternsNEW
Master prompt chaining, routing classifiers, orchestrators, tools calling.
AI Agents & Agentic SystemsNEW
Master autonomous AI agents, multi-agent frameworks, tool usage, episodic memory.
CrewAI Multi-Agent SystemsNEW
Master collaborative orchestration, role-playing agents, hierarchical processes.
LangChain OrchestrationsNEW
Master LCEL chains, vector FAISS retrievals, list output parsing, custom tool APIs.
Model Context Protocol (MCP) QA MasterclassNEW
Turn Playwright, Selenium, and Jira into AI-accessible tools. Master E2E MCP wrapper servers and Agentic QA pipelines.
RAG & GraphRAG Deep-DiveNEW
Master Retrieval-Augmented Gen, vector similarities, chunking splitters, query expansions.
GitHub Copilot & Agentic QANEW
Master AI Testing, Copilot POM generation, Model Context Protocol (MCP).
AI Core Fundamentals
Missing the basics? Go back to Transformers, Fine-Tuning, and Vectors.
Model Context Protocol (MCP) QA MasterclassNEW
Master Playwright, Selenium & Jira E2E MCP Servers & Agentic QA Pipelines
AI Foundations & FundamentalsNEW
Master LLMs, Prompting, Fine-Tuning, System Design, and Production AI
Playwright + AI Interview preparation
Complete roadmap & resources for Playwright SDETs
Selenium + AI Interview preparation
Complete roadmap & resources for Selenium SDETs
AI Courses Every QA Should KnowNEW
Curated roadmap to transition to an AI-Augmented QA Architect
Need a refresher on LLMs and system design?
AI Foundations Hub — view here