FAQ
Questions.
What it is, why use it, and what it needs from you.
An SDK that wraps your agent's model client. It learns the jobs your agent repeats from your agent's own history, proves each one on that history, and then runs them compiled, without calling your agent's model. Anything new, unclear or unusual goes to your agent, unchanged.
Your agent does the same jobs over and over, and thinks each one through from scratch. Once a job is compiled, your agent's model isn't called for it. On τ-bench retail, that meant 58% fewer agent calls, with the same answers.
Companies running an AI agent in production, and the engineers who run it.
Install the SDK and wrap the model client your agent already uses. Pass an AgentCompile key, and a conversation id with each conversation. Your model and your prompts stay exactly as they are.
Any model behind an OpenAI- or Anthropic-compatible client, including OpenAI, Anthropic, Google Gemini, Grok, Microsoft Azure and Amazon Bedrock, in any agent framework that lets you pass your own client.
It fails open. If AgentCompile has any problem, or a step takes too long, the call goes straight to your model.
No. A cache replays old answers. AgentCompile learns the job, so it handles new customers, new orders and new details.
No. Your model stays exactly as it is. AgentCompile decides when a call to it isn't needed.
For anything new, unclear or unusual, the same request it gets today, unchanged. When AgentCompile hands a conversation back, your agent gets the whole conversation so far. For known jobs, your agent's model isn't called.
From your agent's own history: its logs. A job goes live only after it gets your past conversations right, and you see how each job did before it goes live.
To start, your agent's logs. We show you which jobs repeat and prove each one on your history. To go live: add the SDK with an AgentCompile key, and pass a conversation id per conversation.
No. Every result here ran on τ-bench, the public customer-service agent benchmark, retail domain, with a simulated customer. A pilot measures your own traffic.
We go through data handling, key handling and where AgentCompile runs with you on a call, before you share any logs.
Yes, as one of 10 beta teams. Book a call to start.
Join the beta. 10 spots.
If your company runs an AI agent in production, we'd like to compile its most repeated jobs with you.