Software Engineer, Agent Harness
Role summary
Cursor is seeking a Software Engineer for its Agent Harness team to automate coding by building core agent behaviors and capabilities. This role involves developing agent orchestration, tools, guardrails, and tuning model behavior as a platform for other Cursor engineers. The engineer will also define the default agent experience ('Auto') and manage the end-to-end launch of new models, collaborating with model providers and the research team. The ideal candidate has experience building complex agentic products or infrastructure, strong software engineering fundamentals, and a knack for making decisions in ambiguous situations.
Engineering · Full-time · San Francisco, New York
Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truth-seeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code.
### About the Role
As a Software Engineer on the Agent Harness team at Cursor, you’ll build the core agent behavior and capabilities that power agent experiences across Cursor products. This spans agent orchestration, tools, guardrails, and model behavior tuning—designed as a platform that Cursor engineers can extend and depend on.
Your work will also define the default Cursor agent experience (”Auto”), where users trust us to make the right model choices under real-world constraints.
Example projects include:
- Advancing the agent harness (agent loop, tools, prompts, execution environment, capabilities) used across Cursor products, in a way that makes it easy for Cursor engineers to extend and use.
- Improving the default Cursor agent experience (the “Auto” model setting): making smart model choices based on user needs, model capabilities, and cost appetite.
- Launching new models on Cursor end-to-end — partnering with foundational model providers and our research team on integration, evaluation, and rollout.
### You may be a fit if
- You have built complex agentic products or infrastructure. You have taste and strong opinions on model and agent behaviors.
- You have strong software engineering fundamentals and enjoy shipping production systems.
- You make good calls in the gray area: weighing data, user experience, and product taste when there isn’t a single “right” answer.
- Experience building products or tools used by other engineers is a plus.
### ing
If there appears to be a fit, we'll reach to schedule 2-3 short technicals. After, we'll schedule an onsite in our office, where you'll work on a small project, discuss ideas, and meet the team.
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