Comparisons
Comparative guides covering Prefactor, agent evaluation and observability tools, self-built approaches, and adjacent platform choices.
Key terms
Adjacent tracks
Agentic AI vs Generative AI: What's the Difference?
Generative AI creates content in response to a prompt. Agentic AI uses that ability to pursue goals, planning, using tools, and taking actions. How they differ and how they relate.
LangGraph vs LangChain: What's the Difference?
LangChain is a toolkit for building LLM apps from components. LangGraph is a library for building stateful, multi-step agent workflows as graphs. When to use each, and how they fit together.
RAG vs Fine-Tuning: What's the Difference?
RAG feeds a model external knowledge at query time. Fine-tuning trains new knowledge and behaviour into the model's weights. When to use each, and why teams often combine them.
Compare Agent Authentication Solutions
How to compare agent authentication platforms by delegation, runtime control, auditability, and developer ergonomics.