What is a vector database?
How ML embeddings get stored, indexed, and retrieved by similarity, and why approximate is the correct tradeoff.
What is agent orchestration?
The coordination layer that sequences, routes, and connects multiple AI agents so a complex task completes as a whole.
What is agent-to-agent (A2A)?
The open wire protocol that lets AI agents from different frameworks discover each other and delegate work without sharing their internals.
What is agentic AI?
Agentic names how much a system decides for itself. It runs by degree, which is why the useful question is how much agency, not whether.
What is agentic RAG?
How an agent loop changes retrieval-augmented generation. The stopping condition matters as much as the loop itself.
What is AI agent autonomy?
How much decision-making authority transfers from human to agent, and why that is a design choice rather than a feature of the model.
What is AI vendor lock-in?
The dependencies that make switching AI providers expensive, and why the stickiest ones are rarely the ones you are watching.
What is an AI agent?
Tools and memory get all the attention. The property that actually defines an agent is who decides its next step.
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