Blog

# AgentCompile for Python, JavaScript and React

Company / October 9, 2026 / Krishna Bhatnagar

The SDK is out in three languages. Install it, wrap the model client your agent already uses, and give each conversation its id.

AgentCompile now ships for Python, JavaScript and React. Whichever one your agent is written in, adding it looks the same: install the SDK, wrap the model client your agent already uses, and give each conversation its id.

## Install

- Python: pip install agentcompile
- JavaScript: npm install agentcompile
- React: the install steps are coming to the Cookbook.

## What stays the same

- Your model and your prompts stay exactly as they are.
- Anything new, unclear or unusual goes to your agent, unchanged.
- If anything goes wrong, the call goes straight to your model.

## What we measured

On public benchmarks with simulated users, agents made fewer agent calls with AgentCompile: 64% fewer on browser agents, 56% on customer support agents, 55% on retail agents, 45% on voice agents and 30% on coding agents. Voice agents also ran 2x faster.

Every example, ready to copy, is in the Cookbook. [Open the Cookbook](/cookbook)