Towards Data Science
Tuesday, June 9, 2026
Anubhab Banerjee
Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
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Summary
Stop re-computing the same context.
Learn how to build a C++ runtime with copy-on-fork KV snapshots to eliminate redundant LLM prefills in multi-agent pipelines.
The post Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines appeared first on Towards Data Science.
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