Local Indexing to Reduce Tool Calling and Token Usage in Agents

TedHaley · hn · 2026-10-12

A Hacker News discussion of the Pensieve project: building a local index so agents make fewer tool calls and burn fewer tokens. Instead of repeatedly invoking external tools, the agent queries a locally maintained index, cutting latency and cost. Details and code via the linked post.

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