Speaker
Elizabeth Fuentes Leone
Developer Advocate
Your AI agent chokes when a tool returns a big payload — logs, query results, a file. The data fills the context window, older messages fall out, and the agent silently returns incomplete results while every later step re-pays for the same tokens. The Memory Pointer Pattern fixes both: store the big data outside context, return a tiny reference. Live Python demo in single- and multi-agent setups with production-ready Python.
Developer Advocate