As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison ...

2025 年 10 月中旬，LangGraph 发布 1.0 版本。开发团队承诺这是一个稳定版本，预计未来接口不会大改 ...

What if you could build an autonomous system that not only executes complex, long-running tasks but also adapts to evolving challenges with remarkable precision? Enter Deep Agents, a innovative ...

A small demo project that uses LangGraph + an Azure OpenAI-backed LLM to validate warranty claims, score fraud likelihood, collect evidence, and make an adjudication decision. The project includes a ...

Enterprises today are moving beyond simple proof-of-concept chatbots. Modern AI systems need to be reliable, always available, and smart enough to handle complex conversations, policies, and ...

In today’s data-rich environment, business are always looking for a way to capitalize on available data for new insights and increased efficiencies. Given the escalating volumes of data and the ...

Thinking about learning Python? It’s a pretty popular language these days, and for good reason. It’s not super complicated, which is nice if you’re just starting out. We’ve put together a guide that ...