Hooking Sonnet up to history tools: 300k tokens of memory, searchable on demand

repligate · x · 2026-10-07

Developer tonichen demoed "history tools" that let Claude Sonnet access its entire 300k-token accumulated history. repligate explains the design: the agent can retrieve any raw uncompressed experience from a high-level description, optionally pinning entries expanded, while compressed memory acts as a map. The agent's total context had reached 72.9M tokens — a layered memory architecture of compressed index plus raw logs.

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