AgentScope for Production Agents
A research prototype and a production agent system have very different requirements. The prototype needs to demonstrate an idea works; production needs to keep working reliably, safely, and observably under real, unpredictable usage — echoing the reliability themes covered...
Reducing RAG Hallucinations
Introduction: When RAG Lies Despite the Evidence Retrieval-Augmented Generation was supposed to solve hallucinations. By grounding the model in retrieved documents, we assumed it would stick to the facts. But RAG systems hallucinate too. They ignore retrieved context and...
Building Reliable LLM Prompts
This series has covered dozens of individual techniques and concepts — structure, examples, chain-of-thought, sampling parameters, testing, versioning, context engineering. "Reliability" is really the thread tying all of it together: not just getting a good response once, but...