this is the summary slide that describes how all agents in the future will look very much aligns with our vision for managed deepagents https://docs.langchain.com/langsmith/pyt… durable workflows: builds on LangGraph/LSD https://docs.langchain.com/langsmith/dep… can use a computer: uses Langsmith Sandboxes https://docs.langchain.com/langsmith/pyt… memory and skills: langsmith context hub…

Lee Robinson@leerob1d ago

How do always-on, proactive agents like @Bot work? Watch my lecture at Stanford CS146S: 2:35 How we got here 6:13 What changed in the models 10:06 Inside an always-on agent 18:07 The harness 27:26 Context engineering 34:26 Where this is going