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Which framework aligns well with Vibe Coding principles?

What differentiates Vibe Coding from general front-end development?

 In Vibe Coding, ‘delightful interaction’ usually means:

Vibe Coding often incorporates:

What is an important aspect of Vibe Coding?

Cross-channel orchestration in MCP refers to:

MCP platforms often integrate with which technologies?

What data drives personalization in MCP strategies?

What is a key KPI for measuring MCP success?

 Which of these reflects MCP in a retail environment?

What ensures factual accuracy in a RAG response?

Which architecture typically supports retrieval in a RAG system?

What’s one challenge of integrating RAG in production systems?

Why does RAG outperform standard prompting for niche knowledge tasks?

In RAG pipelines, what’s the typical role of embeddings?

An autonomous agent with self-healing capabilities would likely use:

What is a limitation of reactive agents?

Multi-agent collaboration challenges often include:

Which component is essential in a deliberative agent?

What makes a reflex-based AI agent unique?

What is a key risk in AI-driven automation?

An example of event-driven automation would be:

Which type of automation is best for handling unstructured data?

 What distinguishes hyperautomation from traditional automation?

What is the use of OpenAI’s ‘function calling’ feature?

What is the use of OpenAI’s ‘function calling’ feature?

Why is Hugging Face Transformers library widely adopted?

What is the use of OpenAI’s ‘function calling’ feature?

Which of the following tools specializes in UI-based automation?

In AI tooling, what role does a vector database play?

Which feature distinguishes LangChain from basic LLM interfaces?

Which of the following improves prompt robustness?

What helps most in grounding a model’s output to factual data?

Prompt leakage typically refers to:

What's the downside of overly long prompts in LLMs ?

Zero-shot prompting is best suited when

Which of the following is NOT a type of learning in AI?

Which of these is a limitation of traditional rule-based systems?

Bias in AI models typically arises due to?

Which mathematical concept is foundational to machine learning?

Which of the following best describes 'strong AI'?

In an Agile environment, what is the most effective way to handle an unexpected technical dependency discovered mid-sprint?

In Kanban, what is the purpose of "WIP limits" (Work in Progress)?

Case Study: Analysing a team backlog, coach finds that user stories are technical. What should a coach do?