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Butter

Butter is a YC Winter 2025 (W25) company. Team of 2.

About Butter

GPAgent's own fund-neutral profile, written from public information. Updated Oct 5, 2026.

Summary

Butter builds an LLM proxy that records how an agent completes a task and then replays that exact sequence deterministically, bypassing the model entirely on repeat runs. The target customer is any team running AI agents on repetitive workflows where the same tool calls fire again and again. The product replaces live model inference for those cases, cutting latency, token spend, and output variability.

Go-to-market

B2B teams building or operating AI agents adopt the proxy as infrastructure sitting between their application and the LLM, requiring no changes to agent logic beyond routing calls through Butter.

From the Y Combinator listing

How Butter describes itself in Y Combinator's public directory. Original listing (opens in a new tab)

Muscle Memory Cache for Agents

Butter is building an LLM proxy that records and deterministically replays tool call trajectories. Our goal is to get LLMs out of the hotpath for repetitive tasks, increasing speed, reducing variability, and eliminating token costs for the many cases that could have just been a script.

Facts

Industry
B2B / B2B -> Infrastructure
Team size
2
Status
Active
Stage
Early

Founders (1)

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