When I started building AI characters, I thought memory was mostly a context-length problem. If the...
When I started building AI characters, I thought memory was mostly a context-length problem.
If the model could see more previous messages, the character would remember more.
If the context window was larger, the conversation would feel more continuous.
If we could fit enough history into the prompt, the problem would be solved.
That assumption was wrong.
I’ve spent a lot of time lately thinking about why some LLM agents feel "intelligent" while others...
TL;DR: AI coding agent memory should live in the repository, not the chat window. Bigger context...
Imagine you are a master carpenter. You spend weeks designing and building a magnificent, hand-carved...
AI‑native organizations increasingly face scaling challenges as agentic AI workflows drive context windows to millions of tokens…
Retrieval gets you the records. A mature memory system must also decide what each record is permitted...
Learn how long-term memory pipelines, retrieval strategies, and consolidation tradeoffs help AI agents retain context across…
