21Give an agent memory across sessions without blowing up the context window or leaking between users▼hardAnthropicSierraOpenAI1 replies◆ premiumMemory is a retrieval problem plus a write-policy problem plus a privacy problem. Most candidates only design the first. Covers memory taxonomies, the curation pipeline, and the leak vectors that fail the question.Open full answer →
51Build an agent that works a 500-page document over a long multi-turn session within a 200k-token context. How do you manage memory?▼hard★ EssentialAnthropicOpenAISierra1 replies◆ premiumA 500-page doc is well over 200k tokens, and even if it fit, stuffing it in would rot the context. The real design is a working set in context plus an external memory the agent retrieves from and compacts into as it goes.Open full answer →
