Understanding the First Step of Context Engineering: Write

There are four context engineering categories. The first one is write, select, compress, and isolate. So the first kind of operation or category is to write context. And by write, we mean to just persist new knowledge. And this knowledge has two different categories. One is like short term memory, right. And or a scratch path. This is usually the knowledge that you're going to store temporarily or maybe just the same session, right. That the agent or the LLM is just doing the task. And if you want to persist this new knowledge in a permanent way, then we have to use memory stores, right? And there are a lot of different kind of categories of memories, hierarchical memories, episodic memories, different things. And there are a bunch of tools that kind of provide and implement these different types of knowledge. Persistence approach.